Pluralsight Path. Interpreting Data with Python (2019)

File Name

Size

cover.jpg

126 kB

scr 2022-08.png

82 kB

~i.txt

1.1 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/exercise.7z

4.2 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/playlist.m3u

3.4 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/~i.txt

1.9 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4

3.6 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt

2.7 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/01. Version Check.mp4

566 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/01. Version Check.vtt

7 B

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/02. Module Overview.mp4

1.7 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/02. Module Overview.vtt

1.8 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/03. Prerequisites and Course Outline.mp4

1.5 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/03. Prerequisites and Course Outline.vtt

1.8 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/04. Statistics in Understanding Data.mp4

6.4 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/04. Statistics in Understanding Data.vtt

7.3 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/05. Measures of Central Tendency and Dispersion.mp4

7.7 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/05. Measures of Central Tendency and Dispersion.vtt

8.1 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/06. Bivariate and Multivariate Descriptive Statistics.mp4

4.6 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/06. Bivariate and Multivariate Descriptive Statistics.vtt

4.6 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/07. Demo - Loading Cleaning and Preparing Data.mp4

11 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/07. Demo - Loading Cleaning and Preparing Data.vtt

7.6 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/08. Demo - Exploring and Visualizing Relationships.mp4

13 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/08. Demo - Exploring and Visualizing Relationships.vtt

10 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/09. Demo - Calculating and Visualizing Correlations.mp4

17 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/09. Demo - Calculating and Visualizing Correlations.vtt

12 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/10. Autocorrelation.mp4

2.2 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/10. Autocorrelation.vtt

2.5 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/11. Demo - Calculating and Visualizing Autocorrelation.mp4

10 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/11. Demo - Calculating and Visualizing Autocorrelation.vtt

7.3 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/12. Demo - Line Plots and Bar Graphs.mp4

7.8 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/12. Demo - Line Plots and Bar Graphs.vtt

5.3 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/13. Demo - Box Plots Violin Plots and Pie Charts.mp4

9.7 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/13. Demo - Box Plots Violin Plots and Pie Charts.vtt

7.4 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/14. Module Summary.mp4

1.7 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/14. Module Summary.vtt

2.1 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/1. Module Overview.mp4

3.5 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/1. Module Overview.vtt

3.3 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/2. Kernel Density Estimation.mp4

5.1 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/2. Kernel Density Estimation.vtt

5.8 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/3. Demo - Histograms, KDE Plots, Rug Plots.mp4

15 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/3. Demo - Histograms, KDE Plots, Rug Plots.vtt

12 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/4. Demo - Exploring Continuous and Categorical Relationships.mp4

13 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/4. Demo - Exploring Continuous and Categorical Relationships.vtt

10 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/5. Demo - Pairwise Relationships.mp4

13 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/5. Demo - Pairwise Relationships.vtt

10 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/6. Demo - Visualizing Multiple Relationships with Facets.mp4

8.0 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/6. Demo - Visualizing Multiple Relationships with Facets.vtt

5.8 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/7. Module Summary.mp4

1.8 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/7. Module Summary.vtt

1.7 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/01. Module Overview.mp4

2.0 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/01. Module Overview.vtt

2.0 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/02. Introducing Altair.mp4

4.1 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/02. Introducing Altair.vtt

4.4 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/03. Demo - Getting Started with Altair.mp4

17 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/03. Demo - Getting Started with Altair.vtt

8.8 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/04. Demo - Simple Altair Plots to Slice and Explore Data.mp4

11 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/04. Demo - Simple Altair Plots to Slice and Explore Data.vtt

7.4 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/05. Demo - Visualizing Relationships Using Binning and Aggregation.mp4

7.6 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/05. Demo - Visualizing Relationships Using Binning and Aggregation.vtt

5.5 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/06. Demo - Interactive Visualizations with Altair.mp4

18 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/06. Demo - Interactive Visualizations with Altair.vtt

12 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/07. Introducing Plotly.mp4

2.3 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/07. Introducing Plotly.vtt

2.4 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/08. Demo - Interactive Visualizations for Financial Data Using Plotly.mp4

12 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/08. Demo - Interactive Visualizations for Financial Data Using Plotly.vtt

7.9 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/09. Demo - Geographical Plots Using Bubble Maps.mp4

7.0 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/09. Demo - Geographical Plots Using Bubble Maps.vtt

4.8 kB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/10. Summary and Further Study.mp4

1.9 MB

A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/10. Summary and Further Study.vtt

2.2 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/exercise.7z

2.9 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/playlist.m3u

3.5 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/~i.txt

2.2 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4

3.6 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt

3.1 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/01. Version Check.mp4

616 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/01. Version Check.vtt

7 B

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/02. Module Overview.mp4

2.3 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/02. Module Overview.vtt

2.3 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/03. Prerequisites and Course Outline.mp4

1.8 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/03. Prerequisites and Course Outline.vtt

2.3 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/04. Descriptive Statistics to Summarize Data.mp4

6.4 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/04. Descriptive Statistics to Summarize Data.vtt

7.0 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/05. Introducing Hypothesis Testing.mp4

7.7 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/05. Introducing Hypothesis Testing.vtt

7.2 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/06. Lady Tasting Tea.mp4

7.7 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/06. Lady Tasting Tea.vtt

6.8 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/07. The Power, Alpha and p-value of a Statistical Test.mp4

3.8 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/07. The Power, Alpha and p-value of a Statistical Test.vtt

3.6 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/08. Introducing the t-test.mp4

6.2 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/08. Introducing the t-test.vtt

5.8 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/09. One Sample Location t-test and the Z-Test.mp4

4.7 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/09. One Sample Location t-test and the Z-Test.vtt

4.6 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/10. Other Types of t-tests.mp4

9.8 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/10. Other Types of t-tests.vtt

8.7 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/11. One-way ANOVA.mp4

9.9 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/11. One-way ANOVA.vtt

9.7 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/12. Two-way ANOVA.mp4

3.8 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/12. Two-way ANOVA.vtt

4.0 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/13. Pearsons Chi2 Test.mp4

6.8 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/13. Pearsons Chi2 Test.vtt

6.4 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/14. Module Summary.mp4

2.2 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/14. Module Summary.vtt

2.3 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/1. Module Overview.mp4

2.0 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/1. Module Overview.vtt

1.9 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/2. Demo - Preparing Data for Hypothesis Testing.mp4

16 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/2. Demo - Preparing Data for Hypothesis Testing.vtt

12 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/3. Demo - Performing the Independent t-test.mp4

13 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/3. Demo - Performing the Independent t-test.vtt

9.7 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/4. Demo - Performing Welchs t-test.mp4

13 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/4. Demo - Performing Welchs t-test.vtt

11 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/5. Demo - Performing the Paired Difference t-test.mp4

10 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/5. Demo - Performing the Paired Difference t-test.vtt

7.5 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/6. Demo - One-way ANOVA and Tukeys Honest Significant Difference Test.mp4

11 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/6. Demo - One-way ANOVA and Tukeys Honest Significant Difference Test.vtt

8.0 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/7. Demo - Two-way ANOVA.mp4

18 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/7. Demo - Two-way ANOVA.vtt

12 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/8. Demo - Chi2 Analysis.mp4

15 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/8. Demo - Chi2 Analysis.vtt

12 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/9. Module Summary.mp4

2.1 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/9. Module Summary.vtt

2.0 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/01. Module Overview.mp4

1.8 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/01. Module Overview.vtt

1.9 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/02. Introducing Linear Regression.mp4

5.4 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/02. Introducing Linear Regression.vtt

5.8 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/03. Minimizing Mean Square Error.mp4

4.8 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/03. Minimizing Mean Square Error.vtt

5.0 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/04. Multiple Regression and Adjusted R-square.mp4

6.9 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/04. Multiple Regression and Adjusted R-square.vtt

6.7 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/05. Demo - Preparing Data for Simple Linear Regression.mp4

12 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/05. Demo - Preparing Data for Simple Linear Regression.vtt

8.8 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/06. Demo - Linear Regression Using Analytical and Machine Learning Techniques.mp4

10 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/06. Demo - Linear Regression Using Analytical and Machine Learning Techniques.vtt

7.4 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/07. Demo - Visualizing Correlations in Data.mp4

7.2 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/07. Demo - Visualizing Correlations in Data.vtt

4.9 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/08. Demo - Selecting Relevant Features for Multiple Regression Using Correlations.mp4

11 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/08. Demo - Selecting Relevant Features for Multiple Regression Using Correlations.vtt

7.5 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/09. Demo - Selecting Relevant Features for Multiple Regression Using Mutual Information.mp4

5.5 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/09. Demo - Selecting Relevant Features for Multiple Regression Using Mutual Information.vtt

2.7 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/10. Module Summary.mp4

1.9 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/10. Module Summary.vtt

2.0 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/1. Module Overview.mp4

2.4 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/1. Module Overview.vtt

2.6 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/2. The Intuition behind Logistic Regression.mp4

8.9 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/2. The Intuition behind Logistic Regression.vtt

9.3 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/3. Logistic Regression and Linear Regression.mp4

4.8 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/3. Logistic Regression and Linear Regression.vtt

4.6 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/4. Accuracy, Precision, and Recall.mp4

8.3 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/4. Accuracy, Precision, and Recall.vtt

7.8 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/5. Demo - Performing Classification Using Logistic Regression.mp4

13 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/5. Demo - Performing Classification Using Logistic Regression.vtt

8.9 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/6. Demo - Selecting Features Using Chi2, ANOVA, and Mutual Information.mp4

14 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/6. Demo - Selecting Features Using Chi2, ANOVA, and Mutual Information.vtt

9.6 kB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/7. Summary and Further Study.mp4

2.7 MB

A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/7. Summary and Further Study.vtt

2.9 kB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/exercise.7z

3.4 MB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/playlist.m3u

3.0 kB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/~i.txt

1.9 kB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4

3.2 MB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt

2.9 kB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/01. Version Check.mp4

592 kB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/01. Version Check.vtt

7 B

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/02. Module Summary.mp4

2.1 MB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/02. Module Summary.vtt

2.3 kB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/03. Prerequisites and Course Outline.mp4

1.5 MB

B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/03. Prerequisites and Course Outline.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/04. Introducing Descriptive Statistics.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/04. Introducing Descriptive Statistics.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/05. Measures of Central Tendency.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/05. Measures of Central Tendency.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/06. Measures of Dispersion.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/06. Measures of Dispersion.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/07. Understanding Variance.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/07. Understanding Variance.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/08. The Gaussian Distribution.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/08. The Gaussian Distribution.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/09. Sampling Distribution to Estimate Population Mean.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/09. Sampling Distribution to Estimate Population Mean.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/10. Confidence Intervals.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/10. Confidence Intervals.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/11. Skewness and Kurtosis.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/11. Skewness and Kurtosis.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/12. Covariance and Correlation.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/12. Covariance and Correlation.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/13. Module Summary.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/2. Understanding Descriptive Statistics/13. Module Summary.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/01. Module Overview.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/01. Module Overview.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/02. Demo - Getting Started with Pandas.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/02. Demo - Getting Started with Pandas.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/03. Demo - Mean and Median.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/03. Demo - Mean and Median.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/04. Demo - Influence of Outliers on Mean and Median.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/04. Demo - Influence of Outliers on Mean and Median.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/05. Demo - Quantiles and the Interquartile Range.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/05. Demo - Quantiles and the Interquartile Range.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/06. Demo - Variance and Standard Deviation.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/06. Demo - Variance and Standard Deviation.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/07. Demo - Interpreting and Visualizing Summary Statistics.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/07. Demo - Interpreting and Visualizing Summary Statistics.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/08. Demo - Skewness and Kurtosis.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/08. Demo - Skewness and Kurtosis.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/09. Demo - Covariance and Correlation.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/09. Demo - Covariance and Correlation.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/10. Demo - Calculating and Visualizing Confidence Intervals.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/10. Demo - Calculating and Visualizing Confidence Intervals.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/11. Module Summary.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/11. Module Summary.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/1. Module Overview.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/1. Module Overview.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/2. Demo - Mean and Median.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/2. Demo - Mean and Median.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/3. Demo - Influence of Outliers and Mode.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/3. Demo - Influence of Outliers and Mode.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/4. Demo - Interquartile Range Variance and St.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/4. Demo - Interquartile Range Variance and St.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/5. Demo - Z-scores Using SciPy.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/5. Demo - Z-scores Using SciPy.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/6. Demo - Skewness and Kurtosis for Stock Ret.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/6. Demo - Skewness and Kurtosis for Stock Ret.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/7. Demo - Descriptive Statistics and Regressi.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/7. Demo - Descriptive Statistics and Regressi.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/8. Demo - Calculating and Interpreting Confid.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/8. Demo - Calculating and Interpreting Confid.vtt

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/9. Summary and Further Study.mp4

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B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/4. Working with Descriptive Statistics Using SciPy and Statsmodels/9. Summary and Further Study.vtt

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