Pluralsight Path. Building Statistical and Mathematical Models with R (2020)

File Name

Size

A3. Binomial Coefficient Analysis with R (Deepika Singh, 2019).html

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A3. Binomial Coefficient Analysis with R (Deepika Singh, 2019).png

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A4. Beta and Gamma Function Implementation in R (Deepika Singh, 2020).html

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A4. Beta and Gamma Function Implementation in R (Deepika Singh, 2020).png

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scr_2022-05.png

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~i.txt

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A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/exercise.7z

2.5 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/playlist.m3u

2.9 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/~i.txt

2.1 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4

3.8 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt

3.3 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/1. Version Check.mp4

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A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/1. Version Check.vtt

7 B

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/2. Prerequisites and Course Outline.mp4

1.9 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/2. Prerequisites and Course Outline.vtt

2.1 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/3. Understanding Mathematical Models and Statistical Models.mp4

12 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/3. Understanding Mathematical Models and Statistical Models.vtt

12 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/4. Mathematical Models and Statistical Models - Differences and Applicati.mp4

9.4 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/4. Mathematical Models and Statistical Models - Differences and Applicati.vtt

8.9 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/5. Data and Metadata.mp4

9.1 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/5. Data and Metadata.vtt

9.5 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/6. Demo - Creating an Environment to Run the R Kernel on Jupyter Notebook.mp4

6.7 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/6. Demo - Creating an Environment to Run the R Kernel on Jupyter Notebook.vtt

3.7 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/7. Demo - Associating Metadata Using the Comment Function.mp4

3.9 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/7. Demo - Associating Metadata Using the Comment Function.vtt

3.7 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/8. Demo - Querying and Setting Metadata Using the Meta Function.mp4

14 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/2. Understanding Statistical and Mathematical Models/8. Demo - Querying and Setting Metadata Using the Meta Function.vtt

9.7 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/1. Modeling Population Growth Using ODEs.mp4

5.5 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/1. Modeling Population Growth Using ODEs.vtt

5.1 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/2. Interpreting Derivatives.mp4

7.5 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/2. Interpreting Derivatives.vtt

7.2 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/3. Verhulsts Decreasing Growth Model.mp4

6.6 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/3. Verhulsts Decreasing Growth Model.vtt

5.5 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/4. Modeling Value at Risk - A Simplistic Model.mp4

8.5 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/4. Modeling Value at Risk - A Simplistic Model.vtt

7.7 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/5. Understanding Monte Carlo Simulations.mp4

6.3 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/5. Understanding Monte Carlo Simulations.vtt

6.1 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/6. Using Monte Carlo Simulations to Model Value at Risk.mp4

7.8 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/3. Case Studies on Statistical and Mathematical Models/6. Using Monte Carlo Simulations to Model Value at Risk.vtt

7.7 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/1. Recap - Ordinary Differential Equations.mp4

3.2 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/1. Recap - Ordinary Differential Equations.vtt

3.1 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/2. Demo - Calculating the Derivative of a Function.mp4

9.3 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/2. Demo - Calculating the Derivative of a Function.vtt

7.6 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/3. Demo - Solving Differential Equations.mp4

11 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/3. Demo - Solving Differential Equations.vtt

8.8 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/4. Demo - Solving Verhulsts Equation for Population Growth.mp4

10 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/4. Demo - Solving Verhulsts Equation for Population Growth.vtt

8.0 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/5. The 8 Queens Problem.mp4

12 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/5. The 8 Queens Problem.vtt

12 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/6. Local Search Optimization Techniques.mp4

9.4 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/6. Local Search Optimization Techniques.vtt

9.2 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/7. Demo - Setting up Helper Functions to Solve the 8 Queens Optimization Prob.mp4

16 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/7. Demo - Setting up Helper Functions to Solve the 8 Queens Optimization Prob.vtt

13 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/8. Demo - Applying Local Search Optimization to Solve the Eight Queens Proble.mp4

12 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/4. Applying Mathematical Models in R/8. Demo - Applying Local Search Optimization to Solve the Eight Queens Proble.vtt

9.2 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/1. Data Mining Statistics and Machine Learning.mp4

6.7 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/1. Data Mining Statistics and Machine Learning.vtt

6.9 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/2. Understanding Hypothesis Testing.mp4

9.0 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/2. Understanding Hypothesis Testing.vtt

8.1 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/3. The T-test and the Z-test.mp4

8.7 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/3. The T-test and the Z-test.vtt

7.9 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/4. Demo - Exploring the Automobile Dataset.mp4

11 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/4. Demo - Exploring the Automobile Dataset.vtt

7.6 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/5. Demo - One Sample T-test.mp4

11 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/5. Demo - One Sample T-test.vtt

8.4 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/6. Demo - One Sample Z-test.mp4

7.1 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/6. Demo - One Sample Z-test.vtt

5.6 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/7. Demo - Two Sample T-test.mp4

12 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/7. Demo - Two Sample T-test.vtt

7.6 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/8. Demo - Paired Sample T-test and Z-test.mp4

9.6 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/8. Demo - Paired Sample T-test and Z-test.vtt

6.9 kB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/9. Summary and Further Study.mp4

2.1 MB

A1. Understanding Statistical Models and Mathematical Models (Janani Ravi, 2019)/5. Applying Statistical Models in R/9. Summary and Further Study.vtt

2.2 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/exercise.7z

5.2 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/playlist.m3u

4.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/~i.txt

2.8 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.mp4

3.5 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.vtt

2.9 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/1. Version Check.mp4

491 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/1. Version Check.vtt

7 B

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/2. Prerequisites and Course Outline.mp4

4.5 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/2. Prerequisites and Course Outline.vtt

3.8 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/3. Introducing Numerical Methods.mp4

6.1 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/3. Introducing Numerical Methods.vtt

5.9 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/4. Direct and Iterative Numerical Methods.mp4

8.2 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/4. Direct and Iterative Numerical Methods.vtt

7.0 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/5. Numerical Instability and Errors.mp4

6.9 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/5. Numerical Instability and Errors.vtt

5.6 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/6. Interpolation and Extrapolation.mp4

3.8 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/6. Interpolation and Extrapolation.vtt

3.8 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/7. Constant, Linear, Polynomial, and Spline Interpolation.mp4

8.3 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/7. Constant, Linear, Polynomial, and Spline Interpolation.vtt

6.8 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/8. System of Linear Equations.mp4

5.3 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/8. System of Linear Equations.vtt

4.4 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/9. Gaussian Elimination and Jacobi Method.mp4

11 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/2. Understanding Numerical Methods/9. Gaussian Elimination and Jacobi Method.vtt

9.3 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/1. Demo - Linear and Constant Interpolation.mp4

15 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/1. Demo - Linear and Constant Interpolation.vtt

11 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/2. Demo - Linear and Polynomial Extrapolation.mp4

12 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/2. Demo - Linear and Polynomial Extrapolation.vtt

8.3 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/3. Demo - Interpolation Using Spline and Smoothing Techniques.mp4

4.8 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/3. Demo - Interpolation Using Spline and Smoothing Techniques.vtt

2.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/4. Demo - Iterative Techniques - Jacobi Method to Solve Linear Equations.mp4

11 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/4. Demo - Iterative Techniques - Jacobi Method to Solve Linear Equations.vtt

7.2 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/5. Demo - Direct Techniques - Gaussian Elimination to Solve Linear Equations.mp4

5.9 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/5. Demo - Direct Techniques - Gaussian Elimination to Solve Linear Equations.vtt

3.9 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/6. Demo - Discretizing Continuous Data.mp4

10 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/6. Demo - Discretizing Continuous Data.vtt

6.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/7. Demo - Rounding Errors and Approximation Errors.mp4

9.0 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/7. Demo - Rounding Errors and Approximation Errors.vtt

5.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/8. Demo - Approximating Derivate Calculations.mp4

9.9 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/8. Demo - Approximating Derivate Calculations.vtt

6.6 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/9. Demo - Eulers Method and Numerical Instability.mp4

19 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/3. Applying Numerical Methods to Solve Problems/9. Demo - Eulers Method and Numerical Instability.vtt

13 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/01. Graphs and Graph Applications.mp4

7.8 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/01. Graphs and Graph Applications.vtt

7.1 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/02. Directed and Undirected Graphs.mp4

6.0 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/02. Directed and Undirected Graphs.vtt

5.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/03. Connected and Unconnected Graphs.mp4

3.6 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/03. Connected and Unconnected Graphs.vtt

2.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/04. Graph Representations.mp4

10 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/04. Graph Representations.vtt

7.0 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/05. Shortest Path Algorithms.mp4

9.3 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/05. Shortest Path Algorithms.vtt

7.5 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/06. Demo - Defining and Configuring Graphs.mp4

11 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/06. Demo - Defining and Configuring Graphs.vtt

7.5 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/07. Demo - Specifying Attributes for Edges and Vertices.mp4

7.5 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/07. Demo - Specifying Attributes for Edges and Vertices.vtt

4.4 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/08. Demo - Exploring Different Kinds of Graphs.mp4

8.6 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/08. Demo - Exploring Different Kinds of Graphs.vtt

5.8 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/09. Demo - Calculating Shortest Distances.mp4

14 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/09. Demo - Calculating Shortest Distances.vtt

9.0 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/10. Demo - Calculating Shortest Paths.mp4

5.9 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/4. Working with Graphs Using Numerical Techniques/10. Demo - Calculating Shortest Paths.vtt

3.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/01. Solutions Approaches to N-Queens.mp4

12 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/01. Solutions Approaches to N-Queens.vtt

11 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/02. Introducing Local Search Algorithms.mp4

8.2 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/02. Introducing Local Search Algorithms.vtt

7.2 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/03. Simulated Annealing and Threshold Accepting.mp4

5.8 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/03. Simulated Annealing and Threshold Accepting.vtt

4.3 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/04. Demo - 8 Queens - Calculating Number of Attacks.mp4

19 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/04. Demo - 8 Queens - Calculating Number of Attacks.vtt

13 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/05. Demo - 8 Queens - Generating Candidate Solutions.mp4

3.8 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/05. Demo - 8 Queens - Generating Candidate Solutions.vtt

2.5 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/06. Demo - 8 Queens - Solution Using Local Search Techniques.mp4

10 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/06. Demo - 8 Queens - Solution Using Local Search Techniques.vtt

6.4 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/07. Objective Constraints and Decision Variables.mp4

11 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/07. Objective Constraints and Decision Variables.vtt

8.3 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/08. Wyndor Glass - Framing the Optimization Problem.mp4

7.3 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/08. Wyndor Glass - Framing the Optimization Problem.vtt

5.5 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/09. Setting up the Optimization as a Linear Programming Problem.mp4

4.1 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/09. Setting up the Optimization as a Linear Programming Problem.vtt

3.3 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/10. Solving the Linear Programming Problem Graphically.mp4

4.4 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/10. Solving the Linear Programming Problem Graphically.vtt

4.1 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/11. Demo - Solving Optimization Problems Using Linear Programming.mp4

8.2 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/11. Demo - Solving Optimization Problems Using Linear Programming.vtt

5.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/12. Demo - Linear Programming to Solve the Wyndor Glass Problem.mp4

5.6 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/5. Implementing Local Search and Optimizations/12. Demo - Linear Programming to Solve the Wyndor Glass Problem.vtt

4.3 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/01. Modeling Population Growth.mp4

6.2 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/01. Modeling Population Growth.vtt

4.8 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/02. Interpreting Derivatives.mp4

9.3 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/02. Interpreting Derivatives.vtt

7.5 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/03. Verhulsts Equation for Population Growth.mp4

11 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/03. Verhulsts Equation for Population Growth.vtt

7.2 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/04. Understanding Integration.mp4

5.7 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/04. Understanding Integration.vtt

5.0 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/05. Demo - Calculating Derivatives.mp4

9.3 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/05. Demo - Calculating Derivatives.vtt

5.7 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/06. Demo - Calculating Velocity and Acceleration Using Derivatives.mp4

5.1 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/06. Demo - Calculating Velocity and Acceleration Using Derivatives.vtt

3.4 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/07. Demo - Performing Integration.mp4

10 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/07. Demo - Performing Integration.vtt

6.3 kB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/08. Demo - Using the ODE Solver to Solve Differential Equations.mp4

12 MB

A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/08. Demo - Using the ODE Solver to Solve Differential Equations.vtt

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A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/09. Demo - Solving Verhulsts Equation.mp4

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A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/09. Demo - Solving Verhulsts Equation.vtt

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A2. Solving Problems with Numerical Methods (Janani Ravi, 2020)/6. Implementing Integration and Differentiation/10. Summary and Further Study.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/exercise.7z

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/playlist.m3u

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/01. Version Check.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/01. Version Check.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/02. Prerequisites and Course Outline.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/02. Prerequisites and Course Outline.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/03. Introducing the MASS Package.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/03. Introducing the MASS Package.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/04. Qualitative and Quantitative Data.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/04. Qualitative and Quantitative Data.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/05. Hypothesis Testing Using t-tests.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/05. Hypothesis Testing Using t-tests.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/06. Hypothesis Testing Using ANOVA.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/06. Hypothesis Testing Using ANOVA.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/07. Demo - Integrating with the MASS Package.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/07. Demo - Integrating with the MASS Package.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/08. Demo - Quantitative and Qualitative Analysis of Bi.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/08. Demo - Quantitative and Qualitative Analysis of Bi.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/09. Demo - Running t-tests on Birthweight Data.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/09. Demo - Running t-tests on Birthweight Data.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/10. Demo - Quantitative and Qualitative Analysis of Ca.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/10. Demo - Quantitative and Qualitative Analysis of Ca.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/11. Demo - Executing ANOVA Analysis on Cars Data.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/11. Demo - Executing ANOVA Analysis on Cars Data.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/12. Demo - Paired Sample t-test on Anorexia Data.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/2. Performing Qualitative and Quantitative Analysis Using MASS Datasets/12. Demo - Paired Sample t-test on Anorexia Data.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/1. Principal Component Analysis - Intuition.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/1. Principal Component Analysis - Intuition.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/2. Linear Discriminant Analysis and Quadratic Discriminant Analysis.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/2. Linear Discriminant Analysis and Quadratic Discriminant Analysis.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/3. Fitting Robust Linear Models.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/3. Fitting Robust Linear Models.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/4. Demo - Linear Discriminant Analysis (LDA) and Visualization.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/4. Demo - Linear Discriminant Analysis (LDA) and Visualization.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/5. Demo - LDA Using All Column Values.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/5. Demo - LDA Using All Column Values.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/6. Demo - Quadratic Discriminant Analysis.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/6. Demo - Quadratic Discriminant Analysis.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/7. Demo - Fitting a Robust Linear Model.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/7. Demo - Fitting a Robust Linear Model.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/8. Demo - Robust Regression Using the Boston Housing Dataset.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/3. Performing Predictive Analytics Using MASS Models/8. Demo - Robust Regression Using the Boston Housing Dataset.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/01. Multi-state Models.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/01. Multi-state Models.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/02. Survival Models.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/02. Survival Models.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/03. Types of State Models.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/03. Types of State Models.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/04. Understanding Weibull Distributions to Model State Transitions.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/04. Understanding Weibull Distributions to Model State Transitions.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/05. Examples of Multi-state Models.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/05. Examples of Multi-state Models.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/06. The Kaplan-Meier Estimator and the Log Rank Test.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/06. The Kaplan-Meier Estimator and the Log Rank Test.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/07. Demo - Understanding the Multi-state Model Data.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/07. Demo - Understanding the Multi-state Model Data.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/08. Demo - Modeling Transition Probabilities and Simulating Outcomes.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/08. Demo - Modeling Transition Probabilities and Simulating Outcomes.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/09. Demo - Visualizing and Interpreting State Occupancy Probabilities.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/09. Demo - Visualizing and Interpreting State Occupancy Probabilities.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/10. Demo - Modeling Survival Analysis.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/10. Demo - Modeling Survival Analysis.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/11. Demo - Log Rank Tests and the Proportional Hazards Model.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/11. Demo - Log Rank Tests and the Proportional Hazards Model.vtt

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/12. Summary and Further Study.mp4

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B1. Applying the Mathematical MASS Model with R (Janani Ravi, 2020)/4. Implementing Multi-state Models in R/12. Summary and Further Study.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/exercise.7z

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/playlist.m3u

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/~i.txt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/01. Version Check.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/01. Version Check.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/02. Prerequisites and Course Outline.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/02. Prerequisites and Course Outline.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/03. Introducing Differentiation.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/03. Introducing Differentiation.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/04. Interpreting Derivatives.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/04. Interpreting Derivatives.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/05. Verhulsts Equation of Population Growth.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/05. Verhulsts Equation of Population Growth.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/06. Introducing Integration to Solve Differential Equations.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/06. Introducing Integration to Solve Differential Equations.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/07. Types of Differential Equations.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/07. Types of Differential Equations.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/08. Initial and Boundary Value Problems.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/08. Initial and Boundary Value Problems.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/09. Analytical and Numerical Solvers.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/09. Analytical and Numerical Solvers.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/10. Modeling Technology Adoption Using an S-curve.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/10. Modeling Technology Adoption Using an S-curve.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/11. Modeling Financial Assets Using PDEs.mp4

12 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/2. Getting Started with Differential Equations/11. Modeling Financial Assets Using PDEs.vtt

9.2 kB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/1. Ordinary Differential Equations.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/1. Ordinary Differential Equations.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/2. Differential Algebraic Equations.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/2. Differential Algebraic Equations.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/3. Partial Differential Equations.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/3. Partial Differential Equations.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/4. Solving Partial Differential Equations.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/4. Solving Partial Differential Equations.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/5. The Diffusion Equation.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/5. The Diffusion Equation.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/6. Delay Differential Equations.mp4

6.0 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/6. Delay Differential Equations.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/7. Infectious Disease Modeling.mp4

9.3 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/3. Understanding Types of Differential Equations/7. Infectious Disease Modeling.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/1. Demo - Solving ODEs - The Population Growth Model.mp4

12 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/1. Demo - Solving ODEs - The Population Growth Model.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/2. Demo - Solving ODEs - Van Der Pols Equation.mp4

10 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/2. Demo - Solving ODEs - Van Der Pols Equation.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/3. Demo - Solving ODEs - Chaotic Solutions to Lorenzs Equation.mp4

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/3. Demo - Solving ODEs - Chaotic Solutions to Lorenzs Equation.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/4. Demo - Solving DAEs - An Auto-catalytic Chemical Reaction.mp4

14 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/4. Demo - Solving DAEs - An Auto-catalytic Chemical Reaction.vtt

8.3 kB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/5. Demo - Solving DAEs - The Pendulum Equation.mp4

4.4 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/5. Demo - Solving DAEs - The Pendulum Equation.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/6. Demo - Solving PDEs - The Diffusion Equation for Heat Transfer.mp4

13 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/6. Demo - Solving PDEs - The Diffusion Equation for Heat Transfer.vtt

7.1 kB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/7. Demo - Solving DDEs - Infectious Disease Modeling.mp4

12 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/4. Solving Differential Equations/7. Demo - Solving DDEs - Infectious Disease Modeling.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/01. Framing the Optimization Problem.mp4

6.6 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/01. Framing the Optimization Problem.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/02. Forward Models and Inverse Models.mp4

4.5 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/02. Forward Models and Inverse Models.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/03. The Wyndor Glass Case Study.mp4

7.4 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/03. The Wyndor Glass Case Study.vtt

5.3 kB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/04. Primal and Dual Problems.mp4

7.0 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/04. Primal and Dual Problems.vtt

5.3 kB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/05. Underdetermined and Overdetermined Systems.mp4

8.7 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/05. Underdetermined and Overdetermined Systems.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/06. Demo - Solving Even Determined Systems.mp4

6.0 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/06. Demo - Solving Even Determined Systems.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/07. Demo - Solving Overdetermined Systems.mp4

6.5 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/07. Demo - Solving Overdetermined Systems.vtt

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B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/08. Demo - Solving Underdetermined Systems.mp4

6.8 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/08. Demo - Solving Underdetermined Systems.vtt

4.5 kB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/09. Demo - Applying Linear Inverse Models.mp4

7.9 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/09. Demo - Applying Linear Inverse Models.vtt

5.6 kB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/10. Summary and Further Study.mp4

2.1 MB

B2. Applying Differential Equations and Inverse Models with R (Janani Ravi, 2020)/5. Understanding and Applying Linear Inverse Models/10. Summary and Further Study.vtt

1.9 kB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/exercise.7z

9.9 MB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/playlist.m3u

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/~i.txt

2.7 kB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.mp4

3.7 MB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.vtt

3.1 kB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/01. Version Check.mp4

487 kB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/01. Version Check.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/02. Prerequisites and Course Outline.mp4

4.0 MB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/02. Prerequisites and Course Outline.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/03. The Curse of Dimensionality.mp4

12 MB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/03. The Curse of Dimensionality.vtt

11 kB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/04. Drawbacks of Dimensionality Reduction.mp4

3.1 MB

B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/04. Drawbacks of Dimensionality Reduction.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/05. Overfitting and the Bias-variance Trade-off.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/05. Overfitting and the Bias-variance Trade-off.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/06. Techniques to Reduce Complexity.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/06. Techniques to Reduce Complexity.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/07. Choosing the Right Technique.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/07. Choosing the Right Technique.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/08. Demo - Exploring the Boston Housing Dataset.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/08. Demo - Exploring the Boston Housing Dataset.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/09. Demo - Selecting Predictors to Build Regression Models.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/09. Demo - Selecting Predictors to Build Regression Models.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/10. Demo - Performing Stepwise and Kitchen Sink Regression.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/2. Understanding the Importance of Reducing Complexity in Data/10. Demo - Performing Stepwise and Kitchen Sink Regression.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/1. Principal Components Analysis.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/2. Partial Least Squares Regression.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/2. Partial Least Squares Regression.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/3. Demo - Performing Principal Component Analysis.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/3. Demo - Performing Principal Component Analysis.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/4. Demo - Regression Using Principal Components.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/4. Demo - Regression Using Principal Components.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/5. Demo - Principal Components Regression.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/5. Demo - Principal Components Regression.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/6. Demo - Partial Least Squares Regression.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/3. Performing Dimensional Analysis for Continuous Data/6. Demo - Partial Least Squares Regression.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/4. Performing Dimensional Analysis for Categorical Data/1. Linear Discriminant Analysis and Quadratic Discriminant Analysis.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/4. Performing Dimensional Analysis for Categorical Data/1. Linear Discriminant Analysis and Quadratic Discriminant Analysis.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/4. Performing Dimensional Analysis for Categorical Data/2. Demo - Exploring and Preparing Data for Linear Discriminant Analysis.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/4. Performing Dimensional Analysis for Categorical Data/2. Demo - Exploring and Preparing Data for Linear Discriminant Analysis.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/4. Performing Dimensional Analysis for Categorical Data/3. Demo - Performing Linear Discriminant Analysis on Glass Data.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/4. Performing Dimensional Analysis for Categorical Data/3. Demo - Performing Linear Discriminant Analysis on Glass Data.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/4. Performing Dimensional Analysis for Categorical Data/4. Demo - Performing Quadratic Discriminant Analysis on Glass Data.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/4. Performing Dimensional Analysis for Categorical Data/4. Demo - Performing Quadratic Discriminant Analysis on Glass Data.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/1. Manifold Learning.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/1. Manifold Learning.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/2. Demo - Manifold Learning Using Metric and Non-metric MDS.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/2. Demo - Manifold Learning Using Metric and Non-metric MDS.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/3. Demo - Manifold Learning Using t-SNE, Isomap, and LLE.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/3. Demo - Manifold Learning Using t-SNE, Isomap, and LLE.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/4. Demo - Kernel PCA for Non-linearly Separable Data.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/4. Demo - Kernel PCA for Non-linearly Separable Data.vtt

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/5. Module Summary.mp4

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B3. Performing Dimension Analysis with R (Janani Ravi, 2020)/5. Performing Dimensional Analysis for Non-linear Data/5. Module Summary.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/exercise.7z

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/playlist.m3u

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/1. Course Overview/1. Course Overview.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/1. Course Overview/1. Course Overview.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/2. Working with Vectors and Matrices in R/1. Working with Vectors and Matrices in R.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/2. Working with Vectors and Matrices in R/1. Working with Vectors and Matrices in R.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/3. Understanding Operations on Matrices/1. Understanding Operations on Matrices.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/3. Understanding Operations on Matrices/1. Understanding Operations on Matrices.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/4. Getting Weird - Inverting, Transposing, and Row Equivalence/1. Getting Weird.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/4. Getting Weird - Inverting, Transposing, and Row Equivalence/1. Getting Weird.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/5. Solving Linear Equations/1. Solving Linear Equations.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/5. Solving Linear Equations/1. Solving Linear Equations.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/6. Understanding and Calculating Eigenvalues and Eigenvectors/1. Understanding and Calculating Eigenvalues and Eigenvectors.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/6. Understanding and Calculating Eigenvalues and Eigenvectors/1. Understanding and Calculating Eigenvalues and Eigenvectors.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/7. Calculating the kth Item in a Series/1. Calculating the kth Item in a Series.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/7. Calculating the kth Item in a Series/1. Calculating the kth Item in a Series.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/7. Calculating the kth Item in a Series/2. Difference Equations.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/7. Calculating the kth Item in a Series/2. Difference Equations.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/7. Calculating the kth Item in a Series/3. Demo - Calculating the kth Item in a Series.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/7. Calculating the kth Item in a Series/3. Demo - Calculating the kth Item in a Series.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/8. Implementing Matrix Decomposition/1. Implementing Matrix Decomposition.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/8. Implementing Matrix Decomposition/1. Implementing Matrix Decomposition.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/8. Implementing Matrix Decomposition/2. Demo - Implementing Matrix Decomposition.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/8. Implementing Matrix Decomposition/2. Demo - Implementing Matrix Decomposition.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/9. Using Least Squares Calculations/1. Using Least Squares Calculations.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/9. Using Least Squares Calculations/1. Using Least Squares Calculations.vtt

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/9. Using Least Squares Calculations/2. Demo - Using Least Squares Calculations.mp4

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B4. Applying Linear Algebra with R (Brandon Strain, 2020)/9. Using Least Squares Calculations/2. Demo - Using Least Squares Calculations.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/exercise.7z

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/playlist.m3u

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/01. Version Check.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/02. Prerequisites and Course Outline.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/03. The Role of Statistics in Understanding Data.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/04. Hypothesis Testing.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/05. P-values, Power, and Alpha of Statistical Tests.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/05. P-values, Power, and Alpha of Statistical Tests.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/06. Introducing the T-test.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/06. Introducing the T-test.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/07. The T-test for Different Use Cases.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/07. The T-test for Different Use Cases.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/08. The Z-test.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/08. The Z-test.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/09. One-way ANOVA - Assumptions and Alternatives.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/09. One-way ANOVA - Assumptions and Alternatives.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/10. Two-way ANOVA and Assumptions.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/10. Two-way ANOVA and Assumptions.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/11. Pearsons Chi2 Test.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/2. Understanding Statistical Summaries/11. Pearsons Chi2 Test.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/1. Demo - Preprocessing Data.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/1. Demo - Preprocessing Data.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/2. Demo - One Sample T-test and Z-test.mp4

11 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/2. Demo - One Sample T-test and Z-test.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/3. Demo - Two Sample T-test.mp4

14 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/3. Demo - Two Sample T-test.vtt

10 kB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/4. Demo - Type I and Type II Errors.mp4

13 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/4. Demo - Type I and Type II Errors.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/5. Demo - Performing Chi2 Analysis.mp4

11 MB

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/6. Demo - Interpreting the Results of Chi2 Analysis.mp4

11 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/6. Demo - Interpreting the Results of Chi2 Analysis.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/7. Demo - One-way ANOVA.mp4

13 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/7. Demo - One-way ANOVA.vtt

9.7 kB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/8. Demo - Assumptions of One-way ANOVA and Alternatives.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/8. Demo - Assumptions of One-way ANOVA and Alternatives.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/9. Demo - Two-way ANOVA.mp4

15 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/3. Solving Problems Using Statistical Inference/9. Demo - Two-way ANOVA.vtt

12 kB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/1. Continuous and Categorical Data.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/1. Continuous and Categorical Data.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/2. Linear Regression.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/3. Demo - Exploring Data for Regression Analysis.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/4. Demo - Performing Linear Regression and Interpretings Results.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/4. Demo - Performing Linear Regression and Interpretings Results.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/5. Logistic Regression.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/6. Odds Ratio and the Forest Plot.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/6. Odds Ratio and the Forest Plot.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/7. Demo - Performing Logistic Regression.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/7. Demo - Performing Logistic Regression.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/8. Demo - Accuracy, Sensitivity, and Specificity of the Logistic Regression Model.mp4

15 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/4. Implementing Statistical Models/8. Demo - Accuracy, Sensitivity, and Specificity of the Logistic Regression Model.vtt

12 kB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/01. Introducing AB Testing.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/02. Distributions and Statistical Tests.mp4

12 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/02. Distributions and Statistical Tests.vtt

12 kB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/03. Bayes Theorem Intuition.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/03. Bayes Theorem Intuition.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/04. Frequentist Approach vs. Bayesian Approach.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/04. Frequentist Approach vs. Bayesian Approach.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/05. The Conjugate Prior.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/05. The Conjugate Prior.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/06. Understanding the Bayesian AB Test.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/06. Understanding the Bayesian AB Test.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/07. Demo - Modelling Outcomes and Priors for the Bayes AB Test.mp4

15 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/07. Demo - Modelling Outcomes and Priors for the Bayes AB Test.vtt

11 kB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/08. Demo - Performing and Interpreting the Bayesian AB Test for Click-through Rates.mp4

8.1 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/08. Demo - Performing and Interpreting the Bayesian AB Test for Click-through Rates.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/09. Demo - Performing and Interpreting the Bayesian AB Test for Page Interactions.mp4

5.4 MB

C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/09. Demo - Performing and Interpreting the Bayesian AB Test for Page Interactions.vtt

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/10. Summary and Further Study.mp4

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C1. Building Statistical Summaries with R (Janani Ravi, 2019)/5. Implementing Bayesian AB Testing/10. Summary and Further Study.vtt

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/exercise.7z

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/playlist.m3u

2.8 kB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/~i.txt

3.3 kB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.mp4

3.6 MB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/1. Course Overview/1. Course Overview.vtt

2.9 kB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/01. Version Check.mp4

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/01. Version Check.vtt

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/02. Prerequisites and Course Outline.mp4

4.0 MB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/02. Prerequisites and Course Outline.vtt

3.8 kB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/03. Sample Statistics and Confidence Intervals.mp4

8.8 MB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/03. Sample Statistics and Confidence Intervals.vtt

7.4 kB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/04. Normally Distributed Data - Estimating Mean.mp4

13 MB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/04. Normally Distributed Data - Estimating Mean.vtt

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/05. Normally Distributed Data - Calculating Confidence Intervals.mp4

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/05. Normally Distributed Data - Calculating Confidence Intervals.vtt

4.4 kB

C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/06. Data with Any Distribution - Estimating Mean and Confidence Intervals.mp4

11 MB

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/10. Drawbacks of Conventional Approaches.mp4

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/2. Getting Started with Bootstrapping in R/11. Introducing Bootstrapping.mp4

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C2. Implementing Bootstrap Methods in R (Janani Ravi, 2020)/4. Implementing Bootstrap Methods for Regression Models/1. Introducing Linear Regression.mp4

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C3. Implementing Monte Carlo Method in R (Chase DeHan, 2020)/2. Understanding Monte Carlo Basics/1. Introduction to Monte Carlo.mp4

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C3. Implementing Monte Carlo Method in R (Chase DeHan, 2020)/4. Using Monte Carlo for Value at Risk/2. Data Preparation.mp4

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C3. Implementing Monte Carlo Method in R (Chase DeHan, 2020)/5. Utilizing MC for AB Testing/1. Introduction to AB Testing.mp4

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C3. Implementing Monte Carlo Method in R (Chase DeHan, 2020)/5. Utilizing MC for AB Testing/2. Two Sample t-test.mp4

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