[FreeCourseSite.com] Udemy - Deep Learning A-Z 2025 Neural Networks, AI & ChatGPT Prize

File Name

Size

0. Websites you may like/[CourseClub.Me].url

122 B

0. Websites you may like/[FreeCourseSite.com].url

127 B

01. Welcome to the course!/0. Websites you may like/[CourseClub.Me].url

122 B

01. Welcome to the course!/0. Websites you may like/[FreeCourseSite.com].url

127 B

01. Welcome to the course!/1. Introduction to Deep Learning From Historical Context to Modern Applications.mp4

30 MB

01. Welcome to the course!/1. Introduction to Deep Learning From Historical Context to Modern Applications.vtt

20 kB

01. Welcome to the course!/2. Get the Codes, Datasets and Slides Here.html

350 B

01. Welcome to the course!/3. Prizes $$ for Learning.html

383 B

01. Welcome to the course!/[CourseClub.Me].url

122 B

01. Welcome to the course!/[FreeCourseSite.com].url

127 B

02. --------------------- Part 1 - Artificial Neural Networks ---------------------/0. Websites you may like/[CourseClub.Me].url

122 B

02. --------------------- Part 1 - Artificial Neural Networks ---------------------/0. Websites you may like/[FreeCourseSite.com].url

127 B

02. --------------------- Part 1 - Artificial Neural Networks ---------------------/1. Welcome to Part 1 - Artificial Neural Networks.html

348 B

02. --------------------- Part 1 - Artificial Neural Networks ---------------------/[CourseClub.Me].url

122 B

02. --------------------- Part 1 - Artificial Neural Networks ---------------------/[FreeCourseSite.com].url

127 B

03. ANN Intuition/0. Websites you may like/[CourseClub.Me].url

122 B

03. ANN Intuition/0. Websites you may like/[FreeCourseSite.com].url

127 B

03. ANN Intuition/1. What You'll Need for ANN.html

413 B

03. ANN Intuition/2. How Neural Networks Learn Gradient Descent and Backpropagation Explained.mp4

2.4 MB

03. ANN Intuition/2. How Neural Networks Learn Gradient Descent and Backpropagation Explained.vtt

5.1 kB

03. ANN Intuition/3. Understanding Neurons The Building Blocks of Artificial Neural Networks.mp4

45 MB

03. ANN Intuition/3. Understanding Neurons The Building Blocks of Artificial Neural Networks.vtt

32 kB

03. ANN Intuition/4. Understanding Activation Functions in Neural Networks Sigmoid, ReLU, and More.mp4

18 MB

03. ANN Intuition/4. Understanding Activation Functions in Neural Networks Sigmoid, ReLU, and More.vtt

15 kB

03. ANN Intuition/5. How Do Neural Networks Work Step-by-Step Guide to Property Valuation Example.mp4

71 MB

03. ANN Intuition/5. How Do Neural Networks Work Step-by-Step Guide to Property Valuation Example.vtt

22 kB

03. ANN Intuition/6. How Do Neural Networks Learn Understanding Backpropagation and Cost Functions.mp4

53 MB

03. ANN Intuition/6. How Do Neural Networks Learn Understanding Backpropagation and Cost Functions.vtt

25 kB

03. ANN Intuition/7. Mastering Gradient Descent Key to Efficient Neural Network Training.mp4

48 MB

03. ANN Intuition/7. Mastering Gradient Descent Key to Efficient Neural Network Training.vtt

17 kB

03. ANN Intuition/8. How to Use Stochastic Gradient Descent for Deep Learning Optimization.mp4

28 MB

03. ANN Intuition/8. How to Use Stochastic Gradient Descent for Deep Learning Optimization.vtt

16 kB

03. ANN Intuition/9. Understanding Backpropagation Algorithm Key to Optimizing Deep Learning Models.mp4

18 MB

03. ANN Intuition/9. Understanding Backpropagation Algorithm Key to Optimizing Deep Learning Models.vtt

9.1 kB

03. ANN Intuition/[CourseClub.Me].url

122 B

03. ANN Intuition/[FreeCourseSite.com].url

127 B

04. Building an ANN/0. Websites you may like/[CourseClub.Me].url

122 B

04. Building an ANN/0. Websites you may like/[FreeCourseSite.com].url

127 B

04. Building an ANN/1. Get the code and dataset ready.html

0 B

04. Building an ANN/2. Step 1 - Data Preprocessing for Deep Learning Preparing Neural Network Dataset.mp4

59 MB

04. Building an ANN/2. Step 1 - Data Preprocessing for Deep Learning Preparing Neural Network Dataset.vtt

13 kB

04. Building an ANN/3. Check out our free course on ANN for Regression.html

600 B

04. Building an ANN/4. Step 2 - Data Preprocessing for Neural Networks Essential Steps and Techniques.mp4

65 MB

04. Building an ANN/4. Step 2 - Data Preprocessing for Neural Networks Essential Steps and Techniques.vtt

25 kB

04. Building an ANN/5. Step 3 - Constructing an Artificial Neural Network Adding Input & Hidden Layers.mp4

46 MB

04. Building an ANN/5. Step 3 - Constructing an Artificial Neural Network Adding Input & Hidden Layers.vtt

22 kB

04. Building an ANN/6. Step 4 - Compile and Train Neural Network Optimizers, Loss Functions & Metrics.mp4

33 MB

04. Building an ANN/6. Step 4 - Compile and Train Neural Network Optimizers, Loss Functions & Metrics.vtt

18 kB

04. Building an ANN/7. Step 5 - How to Make Predictions and Evaluate Neural Network Model in Python.mp4

80 MB

04. Building an ANN/7. Step 5 - How to Make Predictions and Evaluate Neural Network Model in Python.vtt

24 kB

04. Building an ANN/[CourseClub.Me].url

122 B

04. Building an ANN/[FreeCourseSite.com].url

127 B

05. -------------------- Part 2 - Convolutional Neural Networks --------------------/0. Websites you may like/[CourseClub.Me].url

122 B

05. -------------------- Part 2 - Convolutional Neural Networks --------------------/0. Websites you may like/[FreeCourseSite.com].url

127 B

05. -------------------- Part 2 - Convolutional Neural Networks --------------------/1. Welcome to Part 2 - Convolutional Neural Networks.html

319 B

05. -------------------- Part 2 - Convolutional Neural Networks --------------------/[CourseClub.Me].url

122 B

05. -------------------- Part 2 - Convolutional Neural Networks --------------------/[FreeCourseSite.com].url

127 B

06. CNN Intuition/0. Websites you may like/[CourseClub.Me].url

122 B

06. CNN Intuition/0. Websites you may like/[FreeCourseSite.com].url

127 B

06. CNN Intuition/1. What You'll Need for CNN.html

414 B

06. CNN Intuition/10. Understanding Softmax Activation and Cross-Entropy Loss in Deep Learning.mp4

53 MB

06. CNN Intuition/10. Understanding Softmax Activation and Cross-Entropy Loss in Deep Learning.vtt

31 kB

06. CNN Intuition/2. Understanding CNN Architecture From Convolution to Fully Connected Layers.mp4

6.5 MB

06. CNN Intuition/2. Understanding CNN Architecture From Convolution to Fully Connected Layers.vtt

6.7 kB

06. CNN Intuition/3. How Do Convolutional Neural Networks Work Understanding CNN Architecture.mp4

74 MB

06. CNN Intuition/3. How Do Convolutional Neural Networks Work Understanding CNN Architecture.vtt

28 kB

06. CNN Intuition/4. How to Apply Convolution Filters in Neural Networks Feature Detection Explained.mp4

86 MB

06. CNN Intuition/4. How to Apply Convolution Filters in Neural Networks Feature Detection Explained.vtt

29 kB

06. CNN Intuition/5. Rectified Linear Units (ReLU) in Deep Learning Optimizing CNN Performance.mp4

21 MB

06. CNN Intuition/5. Rectified Linear Units (ReLU) in Deep Learning Optimizing CNN Performance.vtt

11 kB

06. CNN Intuition/6. Understanding Spatial Invariance in CNNs Max Pooling Explained for Beginners.mp4

90 MB

06. CNN Intuition/6. Understanding Spatial Invariance in CNNs Max Pooling Explained for Beginners.vtt

26 kB

06. CNN Intuition/7. How to Flatten Pooled Feature Maps in Convolutional Neural Networks (CNNs).mp4

3.2 MB

06. CNN Intuition/7. How to Flatten Pooled Feature Maps in Convolutional Neural Networks (CNNs).vtt

3.4 kB

06. CNN Intuition/8. How Do Fully Connected Layers Work in Convolutional Neural Networks (CNNs).mp4

183 MB

06. CNN Intuition/8. How Do Fully Connected Layers Work in Convolutional Neural Networks (CNNs).vtt

35 kB

06. CNN Intuition/9. CNN Building Blocks Feature Maps, ReLU, Pooling, and Fully Connected Layers.mp4

11 MB

06. CNN Intuition/9. CNN Building Blocks Feature Maps, ReLU, Pooling, and Fully Connected Layers.vtt

7.7 kB

06. CNN Intuition/[CourseClub.Me].url

122 B

06. CNN Intuition/[FreeCourseSite.com].url

127 B

07. Building a CNN/0. Websites you may like/[CourseClub.Me].url

122 B

07. Building a CNN/0. Websites you may like/[FreeCourseSite.com].url

127 B

07. Building a CNN/1. Get the code and dataset ready.html

0 B

07. Building a CNN/2. Step 1 - Convolutional Neural Networks Explained Image Classification Tutorial.mp4

26 MB

07. Building a CNN/2. Step 1 - Convolutional Neural Networks Explained Image Classification Tutorial.vtt

9.8 kB

07. Building a CNN/3. Step 2 - Deep Learning Preprocessing Scaling & Transforming Images for CNNs.mp4

110 MB

07. Building a CNN/3. Step 2 - Deep Learning Preprocessing Scaling & Transforming Images for CNNs.vtt

28 kB

07. Building a CNN/4. Step 3 - Building CNN Architecture Convolutional Layers & Max Pooling Explained.mp4

67 MB

07. Building a CNN/4. Step 3 - Building CNN Architecture Convolutional Layers & Max Pooling Explained.vtt

26 kB

07. Building a CNN/5. Step 4 - Train CNN for Image Classification Optimize with Keras & TensorFlow.mp4

24 MB

07. Building a CNN/5. Step 4 - Train CNN for Image Classification Optimize with Keras & TensorFlow.vtt

10 kB

07. Building a CNN/6. Step 5 - Deploying a CNN for Real-World Image Recognition.mp4

77 MB

07. Building a CNN/6. Step 5 - Deploying a CNN for Real-World Image Recognition.vtt

21 kB

07. Building a CNN/7. Develop an Image Recognition System Using Convolutional Neural Networks.mp4

154 MB

07. Building a CNN/7. Develop an Image Recognition System Using Convolutional Neural Networks.vtt

30 kB

07. Building a CNN/[CourseClub.Me].url

122 B

07. Building a CNN/[FreeCourseSite.com].url

127 B

08. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/0. Websites you may like/[CourseClub.Me].url

122 B

08. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/0. Websites you may like/[FreeCourseSite.com].url

127 B

08. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/1. Welcome to Part 3 - Recurrent Neural Networks.html

0 B

08. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/[CourseClub.Me].url

122 B

08. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/[FreeCourseSite.com].url

127 B

09. RNN Intuition/0. Websites you may like/[CourseClub.Me].url

122 B

09. RNN Intuition/0. Websites you may like/[FreeCourseSite.com].url

127 B

09. RNN Intuition/1. What You'll Need for RNN.html

405 B

09. RNN Intuition/2. How Do Recurrent Neural Networks (RNNs) Work Deep Learning Explained.mp4

4.4 MB

09. RNN Intuition/2. How Do Recurrent Neural Networks (RNNs) Work Deep Learning Explained.vtt

4.4 kB

09. RNN Intuition/3. What is a Recurrent Neural Network (RNN) Deep Learning for Sequential Data.mp4

108 MB

09. RNN Intuition/3. What is a Recurrent Neural Network (RNN) Deep Learning for Sequential Data.vtt

29 kB

09. RNN Intuition/4. Understanding the Vanishing Gradient Problem in Recurrent Neural Networks (RNNs).mp4

47 MB

09. RNN Intuition/4. Understanding the Vanishing Gradient Problem in Recurrent Neural Networks (RNNs).vtt

27 kB

09. RNN Intuition/5. Understanding Long Short-Term Memory (LSTM) Architecture for Deep Learning.mp4

67 MB

09. RNN Intuition/5. Understanding Long Short-Term Memory (LSTM) Architecture for Deep Learning.vtt

35 kB

09. RNN Intuition/6. How LSTMs Work in Practice Visualizing Neural Network Predictions.mp4

152 MB

09. RNN Intuition/6. How LSTMs Work in Practice Visualizing Neural Network Predictions.vtt

25 kB

09. RNN Intuition/7. LSTM Variations Peepholes, Combined Gates, and GRUs in Deep Learning.mp4

8.8 MB

09. RNN Intuition/7. LSTM Variations Peepholes, Combined Gates, and GRUs in Deep Learning.vtt

6.1 kB

09. RNN Intuition/[CourseClub.Me].url

122 B

09. RNN Intuition/[FreeCourseSite.com].url

127 B

10. Building a RNN/0. Websites you may like/[CourseClub.Me].url

122 B

10. Building a RNN/0. Websites you may like/[FreeCourseSite.com].url

127 B

10. Building a RNN/1. Get the code and dataset ready.html

0 B

10. Building a RNN/10. Step 9 - Finalizing RNN Architecture Dense Layer for Stock Price Forecasting.mp4

15 MB

10. Building a RNN/10. Step 9 - Finalizing RNN Architecture Dense Layer for Stock Price Forecasting.vtt

5.9 kB

10. Building a RNN/11. Step 10 - Compile RNN with Adam Optimizer for Stock Price Prediction in Python.mp4

20 MB

10. Building a RNN/11. Step 10 - Compile RNN with Adam Optimizer for Stock Price Prediction in Python.vtt

8.4 kB

10. Building a RNN/12. Step 11 - Optimizing Epochs and Batch Size for LSTM Stock Price Forecasting.mp4

46 MB

10. Building a RNN/12. Step 11 - Optimizing Epochs and Batch Size for LSTM Stock Price Forecasting.vtt

17 kB

10. Building a RNN/13. Step 12 - Visualizing LSTM Predictions Real vs Forecasted Google Stock Prices.mp4

54 MB

10. Building a RNN/13. Step 12 - Visualizing LSTM Predictions Real vs Forecasted Google Stock Prices.vtt

8.6 kB

10. Building a RNN/14. Step 13 - Preparing Historical Stock Data for LSTM Model Scaling and Reshaping.mp4

126 MB

10. Building a RNN/14. Step 13 - Preparing Historical Stock Data for LSTM Model Scaling and Reshaping.vtt

28 kB

10. Building a RNN/15. Step 14 - Creating 3D Input Structure for LSTM Stock Price Prediction in Python.mp4

64 MB

10. Building a RNN/15. Step 14 - Creating 3D Input Structure for LSTM Stock Price Prediction in Python.vtt

13 kB

10. Building a RNN/16. Step 15 - Visualizing LSTM Predictions Plotting Real vs Predicted Stock Prices.mp4

60 MB

10. Building a RNN/16. Step 15 - Visualizing LSTM Predictions Plotting Real vs Predicted Stock Prices.vtt

16 kB

10. Building a RNN/2. Step 1 - Building a Robust LSTM Neural Network for Stock Price Trend Prediction.mp4

32 MB

10. Building a RNN/2. Step 1 - Building a Robust LSTM Neural Network for Stock Price Trend Prediction.vtt

11 kB

10. Building a RNN/3. Step 2 - Importing Training Data for LSTM Stock Price Prediction Model.mp4

39 MB

10. Building a RNN/3. Step 2 - Importing Training Data for LSTM Stock Price Prediction Model.vtt

12 kB

10. Building a RNN/4. Step 3 - Applying Min-Max Normalization for Time Series Data in Neural Networks.mp4

34 MB

10. Building a RNN/4. Step 3 - Applying Min-Max Normalization for Time Series Data in Neural Networks.vtt

9.6 kB

10. Building a RNN/5. Step 4 - Building X_train and y_train Arrays for LSTM Time Series Forecasting.mp4

104 MB

10. Building a RNN/5. Step 4 - Building X_train and y_train Arrays for LSTM Time Series Forecasting.vtt

23 kB

10. Building a RNN/6. Step 5 - Preparing Time Series Data for LSTM Neural Network in Stock Forecasting.mp4

80 MB

10. Building a RNN/6. Step 5 - Preparing Time Series Data for LSTM Neural Network in Stock Forecasting.vtt

18 kB

10. Building a RNN/7. Step 6 - Create RNN Architecture Sequential Layers vs Computational Graphs.mp4

12 MB

10. Building a RNN/7. Step 6 - Create RNN Architecture Sequential Layers vs Computational Graphs.vtt

5.5 kB

10. Building a RNN/8. Step 7 - Adding First LSTM Layer Key Components for Stock Market Prediction.mp4

38 MB

10. Building a RNN/8. Step 7 - Adding First LSTM Layer Key Components for Stock Market Prediction.vtt

14 kB

10. Building a RNN/9. Step 8 - Implementing Dropout Regularization in LSTM Networks for Forecasting.mp4

24 MB

10. Building a RNN/9. Step 8 - Implementing Dropout Regularization in LSTM Networks for Forecasting.vtt

10 kB

10. Building a RNN/[CourseClub.Me].url

122 B

10. Building a RNN/[FreeCourseSite.com].url

127 B

11. Evaluating and Improving the RNN/0. Websites you may like/[CourseClub.Me].url

122 B

11. Evaluating and Improving the RNN/0. Websites you may like/[FreeCourseSite.com].url

127 B

11. Evaluating and Improving the RNN/1. Evaluating the RNN.html

0 B

11. Evaluating and Improving the RNN/2. Improving the RNN.html

0 B

11. Evaluating and Improving the RNN/[CourseClub.Me].url

122 B

11. Evaluating and Improving the RNN/[FreeCourseSite.com].url

127 B

12. ------------------------ Part 4 - Self Organizing Maps ------------------------/0. Websites you may like/[CourseClub.Me].url

122 B

12. ------------------------ Part 4 - Self Organizing Maps ------------------------/0. Websites you may like/[FreeCourseSite.com].url

127 B

12. ------------------------ Part 4 - Self Organizing Maps ------------------------/1. Welcome to Part 4 - Self Organizing Maps.html

418 B

12. ------------------------ Part 4 - Self Organizing Maps ------------------------/[CourseClub.Me].url

122 B

12. ------------------------ Part 4 - Self Organizing Maps ------------------------/[FreeCourseSite.com].url

127 B

13. SOMs Intuition/0. Websites you may like/[CourseClub.Me].url

122 B

13. SOMs Intuition/0. Websites you may like/[FreeCourseSite.com].url

127 B

13. SOMs Intuition/1. How Do Self-Organizing Maps Work Understanding SOM in Deep Learning.mp4

6.0 MB

13. SOMs Intuition/1. How Do Self-Organizing Maps Work Understanding SOM in Deep Learning.vtt

0 B

13. SOMs Intuition/10. How to Find the Optimal Number of Clusters in K-Means WCSS and Elbow Method.mp4

26 MB

13. SOMs Intuition/10. How to Find the Optimal Number of Clusters in K-Means WCSS and Elbow Method.vtt

22 kB

13. SOMs Intuition/2. Self-Organizing Maps (SOM) Unsupervised Deep Learning for Dimensionality Reduct.mp4

38 MB

13. SOMs Intuition/2. Self-Organizing Maps (SOM) Unsupervised Deep Learning for Dimensionality Reduct.vtt

16 kB

13. SOMs Intuition/3. Why K-Means Clustering is Essential for Understanding Self-Organizing Maps.mp4

5.1 MB

13. SOMs Intuition/3. Why K-Means Clustering is Essential for Understanding Self-Organizing Maps.vtt

4.4 kB

13. SOMs Intuition/4. Self-Organizing Maps Tutorial Dimensionality Reduction in Machine Learning.mp4

28 MB

13. SOMs Intuition/4. Self-Organizing Maps Tutorial Dimensionality Reduction in Machine Learning.vtt

28 kB

13. SOMs Intuition/5. How Self-Organizing Maps (SOMs) Learn Unsupervised Deep Learning Explained.mp4

99 MB

13. SOMs Intuition/5. How Self-Organizing Maps (SOMs) Learn Unsupervised Deep Learning Explained.vtt

26 kB

13. SOMs Intuition/6. How to Create a Self-Organizing Map (SOM) in DL Step-by-Step Tutorial.mp4

58 MB

13. SOMs Intuition/6. How to Create a Self-Organizing Map (SOM) in DL Step-by-Step Tutorial.vtt

17 kB

13. SOMs Intuition/7. Interpreting SOM Clusters Unsupervised Learning Techniques for Data Analysis.mp4

39 MB

13. SOMs Intuition/7. Interpreting SOM Clusters Unsupervised Learning Techniques for Data Analysis.vtt

8.3 kB

13. SOMs Intuition/8. Understanding K-Means Clustering Intuitive Explanation with Visual Examples.mp4

126 MB

13. SOMs Intuition/8. Understanding K-Means Clustering Intuitive Explanation with Visual Examples.vtt

26 kB

13. SOMs Intuition/9. K-Means Clustering Avoiding the Random Initialization Trap in Machine Learning.mp4

16 MB

13. SOMs Intuition/9. K-Means Clustering Avoiding the Random Initialization Trap in Machine Learning.vtt

16 kB

13. SOMs Intuition/[CourseClub.Me].url

122 B

13. SOMs Intuition/[FreeCourseSite.com].url

127 B

14. Building a SOM/0. Websites you may like/[CourseClub.Me].url

122 B

14. Building a SOM/0. Websites you may like/[FreeCourseSite.com].url

127 B

14. Building a SOM/1. Get the code and dataset ready.html

0 B

14. Building a SOM/2. Step 1 - Implementing Self-Organizing Maps (SOMs) for Fraud Detection in Python.mp4

49 MB

14. Building a SOM/2. Step 1 - Implementing Self-Organizing Maps (SOMs) for Fraud Detection in Python.vtt

24 kB

14. Building a SOM/3. Step 2 - SOM Weight Initialization and Training Tutorial for Anomaly Detection.mp4

58 MB

14. Building a SOM/3. Step 2 - SOM Weight Initialization and Training Tutorial for Anomaly Detection.vtt

17 kB

14. Building a SOM/4. Step 3 - SOM Visualization Techniques Colorbar & Markers for Outlier Detection.mp4

58 MB

14. Building a SOM/4. Step 3 - SOM Visualization Techniques Colorbar & Markers for Outlier Detection.vtt

32 kB

14. Building a SOM/5. Step 4 - Catching Cheaters with SOMs Mapping Winning Nodes to Customer Data.mp4

57 MB

14. Building a SOM/5. Step 4 - Catching Cheaters with SOMs Mapping Winning Nodes to Customer Data.vtt

19 kB

14. Building a SOM/[CourseClub.Me].url

122 B

14. Building a SOM/[FreeCourseSite.com].url

127 B

15. Mega Case Study/0. Websites you may like/[CourseClub.Me].url

122 B

15. Mega Case Study/0. Websites you may like/[FreeCourseSite.com].url

127 B

15. Mega Case Study/1. Get the code and dataset ready.html

2.3 kB

15. Mega Case Study/2. Step 1 - Building a Hybrid Deep Learning Model for Credit Card Fraud Detection.mp4

6.2 MB

15. Mega Case Study/2. Step 1 - Building a Hybrid Deep Learning Model for Credit Card Fraud Detection.vtt

6.0 kB

15. Mega Case Study/3. Step 2 - Developing a Fraud Detection System Using Self-Organizing Maps.mp4

33 MB

15. Mega Case Study/3. Step 2 - Developing a Fraud Detection System Using Self-Organizing Maps.vtt

8.0 kB

15. Mega Case Study/4. Step 3 - Building a Hybrid Model From Unsupervised to Supervised Deep Learning.mp4

76 MB

15. Mega Case Study/4. Step 3 - Building a Hybrid Model From Unsupervised to Supervised Deep Learning.vtt

25 kB

15. Mega Case Study/5. Step 4 - Implementing Fraud Detection with SOM A Deep Learning Approach.mp4

42 MB

15. Mega Case Study/5. Step 4 - Implementing Fraud Detection with SOM A Deep Learning Approach.vtt

19 kB

15. Mega Case Study/[CourseClub.Me].url

122 B

15. Mega Case Study/[FreeCourseSite.com].url

127 B

16. ------------------------- Part 5 - Boltzmann Machines -------------------------/0. Websites you may like/[CourseClub.Me].url

122 B

16. ------------------------- Part 5 - Boltzmann Machines -------------------------/0. Websites you may like/[FreeCourseSite.com].url

127 B

16. ------------------------- Part 5 - Boltzmann Machines -------------------------/1. Welcome to Part 5 - Boltzmann Machines.html

1.4 kB

16. ------------------------- Part 5 - Boltzmann Machines -------------------------/[CourseClub.Me].url

122 B

16. ------------------------- Part 5 - Boltzmann Machines -------------------------/[FreeCourseSite.com].url

127 B

17. Boltzmann Machine Intuition/0. Websites you may like/[CourseClub.Me].url

122 B

17. Boltzmann Machine Intuition/0. Websites you may like/[FreeCourseSite.com].url

127 B

17. Boltzmann Machine Intuition/1. Understanding Boltzmann Machines Deep Learning Fundamentals for AI Enthusiasts.mp4

4.1 MB

17. Boltzmann Machine Intuition/1. Understanding Boltzmann Machines Deep Learning Fundamentals for AI Enthusiasts.vtt

4.8 kB

17. Boltzmann Machine Intuition/2. Boltzmann Machines vs. Neural Networks Key Differences in Deep Learning.mp4

87 MB

17. Boltzmann Machine Intuition/2. Boltzmann Machines vs. Neural Networks Key Differences in Deep Learning.vtt

27 kB

17. Boltzmann Machine Intuition/3. Deep Learning Fundamentals Energy-Based Models & Their Role in Neural Networks.mp4

20 MB

17. Boltzmann Machine Intuition/3. Deep Learning Fundamentals Energy-Based Models & Their Role in Neural Networks.vtt

20 kB

17. Boltzmann Machine Intuition/4. How to Edit Wikipedia Adding Boltzmann Distribution in Deep Learning.mp4

41 MB

17. Boltzmann Machine Intuition/4. How to Edit Wikipedia Adding Boltzmann Distribution in Deep Learning.vtt

6.0 kB

17. Boltzmann Machine Intuition/5. How Restricted Boltzmann Machines Work Deep Learning for Recommender Systems.mp4

142 MB

17. Boltzmann Machine Intuition/5. How Restricted Boltzmann Machines Work Deep Learning for Recommender Systems.vtt

34 kB

17. Boltzmann Machine Intuition/6. How Energy-Based Models Work Deep Dive into Contrastive Divergence Algorithm.mp4

69 MB

17. Boltzmann Machine Intuition/6. How Energy-Based Models Work Deep Dive into Contrastive Divergence Algorithm.vtt

28 kB

17. Boltzmann Machine Intuition/7. Deep Belief Networks Understanding RBM Stacking in Deep Learning Models.mp4

19 MB

17. Boltzmann Machine Intuition/7. Deep Belief Networks Understanding RBM Stacking in Deep Learning Models.vtt

9.6 kB

17. Boltzmann Machine Intuition/8. Deep Boltzmann Machines vs Deep Belief Networks Key Differences Explained.mp4

6.8 MB

17. Boltzmann Machine Intuition/8. Deep Boltzmann Machines vs Deep Belief Networks Key Differences Explained.vtt

5.7 kB

17. Boltzmann Machine Intuition/[CourseClub.Me].url

122 B

17. Boltzmann Machine Intuition/[FreeCourseSite.com].url

127 B

18. Building a Boltzmann Machine/0. Websites you may like/[CourseClub.Me].url

122 B

18. Building a Boltzmann Machine/0. Websites you may like/[FreeCourseSite.com].url

127 B

18. Building a Boltzmann Machine/1. Get the code and dataset ready.html

2.7 kB

18. Building a Boltzmann Machine/10. Step 7 - Implementing Restricted Boltzmann Machine Class Structure in PyTorch.mp4

43 MB

18. Building a Boltzmann Machine/10. Step 7 - Implementing Restricted Boltzmann Machine Class Structure in PyTorch.vtt

19 kB

18. Building a Boltzmann Machine/11. Step 8 - RBM Hidden Layer Sampling Bernoulli Distribution in PyTorch Tutorial.mp4

54 MB

18. Building a Boltzmann Machine/11. Step 8 - RBM Hidden Layer Sampling Bernoulli Distribution in PyTorch Tutorial.vtt

22 kB

18. Building a Boltzmann Machine/12. Step 9 - RBM Visible Node Sampling Bernoulli Distribution in Deep Learning.mp4

28 MB

18. Building a Boltzmann Machine/12. Step 9 - RBM Visible Node Sampling Bernoulli Distribution in Deep Learning.vtt

12 kB

18. Building a Boltzmann Machine/13. Step 10 - RBM Training Function Updating Weights and Biases with Gibbs Sampling.mp4

99 MB

18. Building a Boltzmann Machine/13. Step 10 - RBM Training Function Updating Weights and Biases with Gibbs Sampling.vtt

20 kB

18. Building a Boltzmann Machine/14. Step 11 - How to Set Up an RBM Model Choosing NV, NH, and Batch Size Parameters.mp4

31 MB

18. Building a Boltzmann Machine/14. Step 11 - How to Set Up an RBM Model Choosing NV, NH, and Batch Size Parameters.vtt

12 kB

18. Building a Boltzmann Machine/15. Step 12 - RBM Training Loop Epoch Setup and Loss Function Implementation.mp4

58 MB

18. Building a Boltzmann Machine/15. Step 12 - RBM Training Loop Epoch Setup and Loss Function Implementation.vtt

22 kB

18. Building a Boltzmann Machine/16. Step 13 - RBM Training Updating Weights and Biases with Contrastive Divergence.mp4

144 MB

18. Building a Boltzmann Machine/16. Step 13 - RBM Training Updating Weights and Biases with Contrastive Divergence.vtt

32 kB

18. Building a Boltzmann Machine/17. Step 14 - Optimizing RBM Models From Training to Test Set Performance Analysis.mp4

75 MB

18. Building a Boltzmann Machine/17. Step 14 - Optimizing RBM Models From Training to Test Set Performance Analysis.vtt

31 kB

18. Building a Boltzmann Machine/18. Evaluating the Boltzmann Machine.html

3.8 kB

18. Building a Boltzmann Machine/2. Step 0 - Building a Movie Recommender System with RBMs Data Preprocessing Guide.mp4

33 MB

18. Building a Boltzmann Machine/2. Step 0 - Building a Movie Recommender System with RBMs Data Preprocessing Guide.vtt

18 kB

18. Building a Boltzmann Machine/3. Same Data Preprocessing in Parts 5 and 6.html

419 B

18. Building a Boltzmann Machine/4. Step 1 - Importing Movie Datasets for RBM-Based Recommender Systems in Python.mp4

80 MB

18. Building a Boltzmann Machine/4. Step 1 - Importing Movie Datasets for RBM-Based Recommender Systems in Python.vtt

17 kB

18. Building a Boltzmann Machine/5. Step 2 - Preparing Training and Test Sets for Restricted Boltzmann Machine.mp4

40 MB

18. Building a Boltzmann Machine/5. Step 2 - Preparing Training and Test Sets for Restricted Boltzmann Machine.vtt

17 kB

18. Building a Boltzmann Machine/6. Step 3 - Preparing Data for RBM Calculating Total Users and Movies in Python.mp4

26 MB

18. Building a Boltzmann Machine/6. Step 3 - Preparing Data for RBM Calculating Total Users and Movies in Python.vtt

15 kB

18. Building a Boltzmann Machine/7. Step 4 - Convert Training & Test Sets to RBM-Ready Arrays in Python.mp4

103 MB

18. Building a Boltzmann Machine/7. Step 4 - Convert Training & Test Sets to RBM-Ready Arrays in Python.vtt

38 kB

18. Building a Boltzmann Machine/8. Step 5 - Converting NumPy Arrays to PyTorch Tensors for Deep Learning Models.mp4

22 MB

18. Building a Boltzmann Machine/8. Step 5 - Converting NumPy Arrays to PyTorch Tensors for Deep Learning Models.vtt

9.4 kB

18. Building a Boltzmann Machine/9. Step 6 - RBM Data Preprocessing Transforming Movie Ratings for Neural Networks.mp4

63 MB

18. Building a Boltzmann Machine/9. Step 6 - RBM Data Preprocessing Transforming Movie Ratings for Neural Networks.vtt

14 kB

18. Building a Boltzmann Machine/[CourseClub.Me].url

122 B

18. Building a Boltzmann Machine/[FreeCourseSite.com].url

127 B

19. ---------------------------- Part 6 - AutoEncoders ----------------------------/0. Websites you may like/[CourseClub.Me].url

122 B

19. ---------------------------- Part 6 - AutoEncoders ----------------------------/0. Websites you may like/[FreeCourseSite.com].url

127 B

19. ---------------------------- Part 6 - AutoEncoders ----------------------------/1. Welcome to Part 6 - AutoEncoders.html

1.0 kB

19. ---------------------------- Part 6 - AutoEncoders ----------------------------/[CourseClub.Me].url

122 B

19. ---------------------------- Part 6 - AutoEncoders ----------------------------/[FreeCourseSite.com].url

127 B

20. AutoEncoders Intuition/0. Websites you may like/[CourseClub.Me].url

122 B

20. AutoEncoders Intuition/0. Websites you may like/[FreeCourseSite.com].url

127 B

20. AutoEncoders Intuition/1. Deep Learning Autoencoders Types, Architecture, and Training Explained.mp4

4.6 MB

20. AutoEncoders Intuition/1. Deep Learning Autoencoders Types, Architecture, and Training Explained.vtt

4.3 kB

20. AutoEncoders Intuition/10. Deep Autoencoders vs Stacked Autoencoders Key Differences in Neural Networks.mp4

7.9 MB

20. AutoEncoders Intuition/10. Deep Autoencoders vs Stacked Autoencoders Key Differences in Neural Networks.vtt

3.5 kB

20. AutoEncoders Intuition/2. Autoencoders in Machine Learning Applications and Architecture Overview.mp4

84 MB

20. AutoEncoders Intuition/2. Autoencoders in Machine Learning Applications and Architecture Overview.vtt

19 kB

20. AutoEncoders Intuition/3. Autoencoder Bias in Deep Learning Improving Neural Network Performance.mp4

3.2 MB

20. AutoEncoders Intuition/3. Autoencoder Bias in Deep Learning Improving Neural Network Performance.vtt

2.5 kB

20. AutoEncoders Intuition/4. How to Train an Autoencoder Step-by-Step Guide for Deep Learning Beginners.mp4

16 MB

20. AutoEncoders Intuition/4. How to Train an Autoencoder Step-by-Step Guide for Deep Learning Beginners.vtt

12 kB

20. AutoEncoders Intuition/5. How to Use Overcomplete Hidden Layers in Autoencoders for Feature Extraction.mp4

9.3 MB

20. AutoEncoders Intuition/5. How to Use Overcomplete Hidden Layers in Autoencoders for Feature Extraction.vtt

7.4 kB

20. AutoEncoders Intuition/6. Sparse Autoencoders in Deep Learning Preventing Overfitting in Neural Networks.mp4

18 MB

20. AutoEncoders Intuition/6. Sparse Autoencoders in Deep Learning Preventing Overfitting in Neural Networks.vtt

11 kB

20. AutoEncoders Intuition/7. Denoising Autoencoders Deep Learning Regularization Technique Explained.mp4

7.4 MB

20. AutoEncoders Intuition/7. Denoising Autoencoders Deep Learning Regularization Technique Explained.vtt

4.8 kB

20. AutoEncoders Intuition/8. What are Contractive Autoencoders Deep Learning Regularization Techniques.mp4

6.6 MB

20. AutoEncoders Intuition/8. What are Contractive Autoencoders Deep Learning Regularization Techniques.vtt

4.5 kB

20. AutoEncoders Intuition/9. What are Stacked Autoencoders in Deep Learning Architecture and Applications.mp4

6.7 MB

20. AutoEncoders Intuition/9. What are Stacked Autoencoders in Deep Learning Architecture and Applications.vtt

3.1 kB

20. AutoEncoders Intuition/[CourseClub.Me].url

122 B

20. AutoEncoders Intuition/[FreeCourseSite.com].url

127 B

21. Building an AutoEncoder/0. Websites you may like/[CourseClub.Me].url

122 B

21. Building an AutoEncoder/0. Websites you may like/[FreeCourseSite.com].url

127 B

21. Building an AutoEncoder/1. Get the code and dataset ready.html

2.7 kB

21. Building an AutoEncoder/10. Step 7 - Python Autoencoder Tutorial Implementing Activation Functions & Layers.mp4

60 MB

21. Building an AutoEncoder/10. Step 7 - Python Autoencoder Tutorial Implementing Activation Functions & Layers.vtt

25 kB

21. Building an AutoEncoder/11. Step 8 - PyTorch Techniques for Efficient Autoencoder Training on Large Datasets.mp4

72 MB

21. Building an AutoEncoder/11. Step 8 - PyTorch Techniques for Efficient Autoencoder Training on Large Datasets.vtt

28 kB

21. Building an AutoEncoder/12. Step 9 - Implementing Stochastic Gradient Descent in Autoencoder Architecture.mp4

44 MB

21. Building an AutoEncoder/12. Step 9 - Implementing Stochastic Gradient Descent in Autoencoder Architecture.vtt

24 kB

21. Building an AutoEncoder/13. Step 10 - Machine Learning Metrics Interpreting Loss in Autoencoder Training.mp4

19 MB

21. Building an AutoEncoder/13. Step 10 - Machine Learning Metrics Interpreting Loss in Autoencoder Training.vtt

8.5 kB

21. Building an AutoEncoder/14. Step 11 - How to Evaluate Recommender System Performance Using Test Set Loss.mp4

50 MB

21. Building an AutoEncoder/14. Step 11 - How to Evaluate Recommender System Performance Using Test Set Loss.vtt

22 kB

21. Building an AutoEncoder/15. THANK YOU Video.mp4

54 MB

21. Building an AutoEncoder/15. THANK YOU Video.vtt

2.8 kB

21. Building an AutoEncoder/2. Same Data Preprocessing in Parts 5 and 6.html

410 B

21. Building an AutoEncoder/3. Step 1 - Building a Movie Recommendation System with AutoEncoders Data Import.mp4

99 MB

21. Building an AutoEncoder/3. Step 1 - Building a Movie Recommendation System with AutoEncoders Data Import.vtt

21 kB

21. Building an AutoEncoder/4. Step 2 - Preparing Training and Test Sets for Autoencoder Recommendation System.mp4

49 MB

21. Building an AutoEncoder/4. Step 2 - Preparing Training and Test Sets for Autoencoder Recommendation System.vtt

22 kB

21. Building an AutoEncoder/5. Step 3 - Preparing Data for Recommendation Systems User & Movie Count in Python.mp4

26 MB

21. Building an AutoEncoder/5. Step 3 - Preparing Data for Recommendation Systems User & Movie Count in Python.vtt

15 kB

21. Building an AutoEncoder/6. Homework Challenge - Coding Exercise.html

1.6 kB

21. Building an AutoEncoder/7. Step 4 - Prepare Data for Autoencoder Creating User-Movie Rating Matrices.mp4

104 MB

21. Building an AutoEncoder/7. Step 4 - Prepare Data for Autoencoder Creating User-Movie Rating Matrices.vtt

37 kB

21. Building an AutoEncoder/8. Step 5 - Convert Training and Test Sets to PyTorch Tensors for Deep Learning.mp4

22 MB

21. Building an AutoEncoder/8. Step 5 - Convert Training and Test Sets to PyTorch Tensors for Deep Learning.vtt

9.1 kB

21. Building an AutoEncoder/9. Step 6 - Building Autoencoder Architecture Class Creation for Neural Networks.mp4

72 MB

21. Building an AutoEncoder/9. Step 6 - Building Autoencoder Architecture Class Creation for Neural Networks.vtt

31 kB

21. Building an AutoEncoder/[CourseClub.Me].url

122 B

21. Building an AutoEncoder/[FreeCourseSite.com].url

127 B

22. ------------------- Annex - Get the Machine Learning Basics -------------------/0. Websites you may like/[CourseClub.Me].url

122 B

22. ------------------- Annex - Get the Machine Learning Basics -------------------/0. Websites you may like/[FreeCourseSite.com].url

127 B

22. ------------------- Annex - Get the Machine Learning Basics -------------------/1. Annex - Get the Machine Learning Basics.html

938 B

22. ------------------- Annex - Get the Machine Learning Basics -------------------/[CourseClub.Me].url

122 B

22. ------------------- Annex - Get the Machine Learning Basics -------------------/[FreeCourseSite.com].url

127 B

23. Regression & Classification Intuition/0. Websites you may like/[CourseClub.Me].url

122 B

23. Regression & Classification Intuition/0. Websites you may like/[FreeCourseSite.com].url

127 B

23. Regression & Classification Intuition/1. What You Need for Regression & Classification.html

387 B

23. Regression & Classification Intuition/2. Simple Linear Regression Understanding Y = B0 + B1X in Machine Learning.mp4

9.7 MB

23. Regression & Classification Intuition/2. Simple Linear Regression Understanding Y = B0 + B1X in Machine Learning.vtt

10 kB

23. Regression & Classification Intuition/3. Linear Regression Explained Finding the Best Fitting Line for Data Analysis.mp4

6.3 MB

23. Regression & Classification Intuition/3. Linear Regression Explained Finding the Best Fitting Line for Data Analysis.vtt

5.5 kB

23. Regression & Classification Intuition/4. Multiple Linear Regression - Understanding Dependent & Independent Variables.mp4

2.0 MB

23. Regression & Classification Intuition/4. Multiple Linear Regression - Understanding Dependent & Independent Variables.vtt

2.0 kB

23. Regression & Classification Intuition/5. Understanding Logistic Regression Intuition and Probability in Classification.mp4

32 MB

23. Regression & Classification Intuition/5. Understanding Logistic Regression Intuition and Probability in Classification.vtt

29 kB

23. Regression & Classification Intuition/[CourseClub.Me].url

122 B

23. Regression & Classification Intuition/[FreeCourseSite.com].url

127 B

24. Data Preprocessing/0. Websites you may like/[CourseClub.Me].url

122 B

24. Data Preprocessing/0. Websites you may like/[FreeCourseSite.com].url

127 B

24. Data Preprocessing/1. Data Preprocessing.html

565 B

24. Data Preprocessing/2. How to Scale Features in Machine Learning Normalization vs Standardization.mp4

3.6 MB

24. Data Preprocessing/2. How to Scale Features in Machine Learning Normalization vs Standardization.vtt

2.5 kB

24. Data Preprocessing/3. Machine Learning Basics Using Train-Test Split to Evaluate Model Performance.mp4

5.4 MB

24. Data Preprocessing/3. Machine Learning Basics Using Train-Test Split to Evaluate Model Performance.vtt

3.0 kB

24. Data Preprocessing/4. Machine Learning Workflow Data Splitting, Feature Scaling, and Model Training.mp4

14 MB

24. Data Preprocessing/4. Machine Learning Workflow Data Splitting, Feature Scaling, and Model Training.vtt

10 kB

24. Data Preprocessing/[CourseClub.Me].url

122 B

24. Data Preprocessing/[FreeCourseSite.com].url

127 B

25. Data Preprocessing in Python/0. Websites you may like/[CourseClub.Me].url

122 B

25. Data Preprocessing in Python/0. Websites you may like/[FreeCourseSite.com].url

127 B

25. Data Preprocessing in Python/1. Step 1 - Data Preprocessing in Python Essential Tools for ML Models.mp4

11 MB

25. Data Preprocessing in Python/1. Step 1 - Data Preprocessing in Python Essential Tools for ML Models.vtt

8.4 kB

25. Data Preprocessing in Python/10. Step 1 - Preprocessing Categorical Variables One-Hot Encoding in Python.mp4

12 MB

25. Data Preprocessing in Python/10. Step 1 - Preprocessing Categorical Variables One-Hot Encoding in Python.vtt

6.1 kB

25. Data Preprocessing in Python/11. Step 2 - Using fit_transform Method for Efficient Data Preprocessing in Python.mp4

20 MB

25. Data Preprocessing in Python/11. Step 2 - Using fit_transform Method for Efficient Data Preprocessing in Python.vtt

9.0 kB

25. Data Preprocessing in Python/12. Step 3 - Preprocessing Categorical Data One-Hot and Label Encoding Techniques.mp4

14 MB

25. Data Preprocessing in Python/12. Step 3 - Preprocessing Categorical Data One-Hot and Label Encoding Techniques.vtt

6.6 kB

25. Data Preprocessing in Python/13. Step 1 - Machine Learning Data Prep Splitting Dataset Before Feature Scaling.mp4

10 MB

25. Data Preprocessing in Python/13. Step 1 - Machine Learning Data Prep Splitting Dataset Before Feature Scaling.vtt

5.9 kB

25. Data Preprocessing in Python/14. Step 2 - Split Data into Train & Test Sets with Scikit-learn's train_test_split.mp4

14 MB

25. Data Preprocessing in Python/14. Step 2 - Split Data into Train & Test Sets with Scikit-learn's train_test_split.vtt

9.2 kB

25. Data Preprocessing in Python/15. Step 3 - Preparing Data for ML Splitting Datasets with Python and Scikit-learn.mp4

12 MB

25. Data Preprocessing in Python/15. Step 3 - Preparing Data for ML Splitting Datasets with Python and Scikit-learn.vtt

5.5 kB

25. Data Preprocessing in Python/16. Step 1 - How to Apply Feature Scaling for Preprocessing Machine Learning Data.mp4

13 MB

25. Data Preprocessing in Python/16. Step 1 - How to Apply Feature Scaling for Preprocessing Machine Learning Data.vtt

9.6 kB

25. Data Preprocessing in Python/17. Step 2 - Feature Scaling in Machine Learning When to Apply StandardScaler.mp4

14 MB

25. Data Preprocessing in Python/17. Step 2 - Feature Scaling in Machine Learning When to Apply StandardScaler.vtt

7.4 kB

25. Data Preprocessing in Python/18. Step 3 - Normalizing Data with Fit and Transform Methods in Scikit-learn.mp4

11 MB

25. Data Preprocessing in Python/18. Step 3 - Normalizing Data with Fit and Transform Methods in Scikit-learn.vtt

5.8 kB

25. Data Preprocessing in Python/19. Step 4 - How to Apply Feature Scaling to Training & Test Sets in ML.mp4

17 MB

25. Data Preprocessing in Python/19. Step 4 - How to Apply Feature Scaling to Training & Test Sets in ML.vtt

9.5 kB

25. Data Preprocessing in Python/2. Step 2 - How to Handle Missing Data in Python Data Preprocessing Techniques.mp4

35 MB

25. Data Preprocessing in Python/2. Step 2 - How to Handle Missing Data in Python Data Preprocessing Techniques.vtt

8.6 kB

25. Data Preprocessing in Python/3. Step 1 - Importing Essential Python Libraries for Data Preprocessing & Analysis.mp4

7.7 MB

25. Data Preprocessing in Python/3. Step 1 - Importing Essential Python Libraries for Data Preprocessing & Analysis.vtt

5.7 kB

25. Data Preprocessing in Python/4. Step 1 - Creating a DataFrame from CSV Python Data Preprocessing Basics.mp4

12 MB

25. Data Preprocessing in Python/4. Step 1 - Creating a DataFrame from CSV Python Data Preprocessing Basics.vtt

7.8 kB

25. Data Preprocessing in Python/5. Step 2 - Pandas DataFrame Indexing Building Feature Matrix X with iloc Method.mp4

9.8 MB

25. Data Preprocessing in Python/5. Step 2 - Pandas DataFrame Indexing Building Feature Matrix X with iloc Method.vtt

7.3 kB

25. Data Preprocessing in Python/6. Step 3 - Preprocessing Data Extracting Features and Target Variables in Python.mp4

12 MB

25. Data Preprocessing in Python/6. Step 3 - Preprocessing Data Extracting Features and Target Variables in Python.vtt

8.9 kB

25. Data Preprocessing in Python/7. For Python learners, summary of Object-oriented programming classes & objects.html

1.5 kB

25. Data Preprocessing in Python/8. Step 1 - Handling Missing Data in Python SimpleImputer for Data Preprocessing.mp4

16 MB

25. Data Preprocessing in Python/8. Step 1 - Handling Missing Data in Python SimpleImputer for Data Preprocessing.vtt

9.1 kB

25. Data Preprocessing in Python/9. Step 2 - Preprocessing Datasets Fit and Transform to Handle Missing Values.mp4

29 MB

25. Data Preprocessing in Python/9. Step 2 - Preprocessing Datasets Fit and Transform to Handle Missing Values.vtt

8.7 kB

25. Data Preprocessing in Python/[CourseClub.Me].url

122 B

25. Data Preprocessing in Python/[FreeCourseSite.com].url

127 B

26. Logistic Regression/0. Websites you may like/[CourseClub.Me].url

122 B

26. Logistic Regression/0. Websites you may like/[FreeCourseSite.com].url

127 B

26. Logistic Regression/1. Understanding the Logistic Regression Equation A Step-by-Step Guide.mp4

11 MB

26. Logistic Regression/1. Understanding the Logistic Regression Equation A Step-by-Step Guide.vtt

7.5 kB

26. Logistic Regression/10. Step 4b - Evaluating Logistic Regression Model Predicted vs Real Outcomes.mp4

4.5 MB

26. Logistic Regression/10. Step 4b - Evaluating Logistic Regression Model Predicted vs Real Outcomes.vtt

2.9 kB

26. Logistic Regression/11. Step 5 - Evaluating Machine Learning Models Confusion Matrix and Accuracy.mp4

18 MB

26. Logistic Regression/11. Step 5 - Evaluating Machine Learning Models Confusion Matrix and Accuracy.vtt

8.8 kB

26. Logistic Regression/12. Step 6a - Creating a Confusion Matrix for Machine Learning Model Evaluation.mp4

21 MB

26. Logistic Regression/12. Step 6a - Creating a Confusion Matrix for Machine Learning Model Evaluation.vtt

9.5 kB

26. Logistic Regression/13. Step 6b - Visualizing Machine Learning Results Training vs Test Set Comparison.mp4

12 MB

26. Logistic Regression/13. Step 6b - Visualizing Machine Learning Results Training vs Test Set Comparison.vtt

5.0 kB

26. Logistic Regression/14. Step 7a - Visualizing Logistic Regression 2D Plots for Classification Models.mp4

20 MB

26. Logistic Regression/14. Step 7a - Visualizing Logistic Regression 2D Plots for Classification Models.vtt

8.5 kB

26. Logistic Regression/15. Step 7b - Visualizing Logistic Regression Interpreting Classification Results.mp4

24 MB

26. Logistic Regression/15. Step 7b - Visualizing Logistic Regression Interpreting Classification Results.vtt

5.5 kB

26. Logistic Regression/16. Step 7c - Visualizing Test Results Assessing Machine Learning Model Accuracy.mp4

20 MB

26. Logistic Regression/16. Step 7c - Visualizing Test Results Assessing Machine Learning Model Accuracy.vtt

5.0 kB

26. Logistic Regression/17. 2023-10-27_09-33-51-79d68c341b6d6d2ca73c27f9e2697b29.png

13 kB

26. Logistic Regression/17. 2023-10-27_09-33-51-7c6b56531ac00d135d9ae1b931c61936.png

9.6 kB

26. Logistic Regression/17. Logistic Regression in Python - Step 7 (Colour-blind friendly image).html

765 B

26. Logistic Regression/18. Machine Learning Regression and Classification EXTRA.html

858 B

26. Logistic Regression/19. EXTRA CONTENT Logistic Regression Practical Case Study.html

657 B

26. Logistic Regression/2. How to Calculate Maximum Likelihood in Logistic Regression Step-by-Step Guide.mp4

7.1 MB

26. Logistic Regression/2. How to Calculate Maximum Likelihood in Logistic Regression Step-by-Step Guide.vtt

5.6 kB

26. Logistic Regression/3. Step 1a - Machine Learning Classification Logistic Regression in Python.mp4

12 MB

26. Logistic Regression/3. Step 1a - Machine Learning Classification Logistic Regression in Python.vtt

8.1 kB

26. Logistic Regression/4. Step 1b - Logistic Regression Analysis Importing Libraries and Splitting Data.mp4

9.3 MB

26. Logistic Regression/4. Step 1b - Logistic Regression Analysis Importing Libraries and Splitting Data.vtt

6.4 kB

26. Logistic Regression/5. Step 2a - Data Preprocessing for Logistic Regression Importing and Splitting.mp4

29 MB

26. Logistic Regression/5. Step 2a - Data Preprocessing for Logistic Regression Importing and Splitting.vtt

8.6 kB

26. Logistic Regression/6. Step 2b - Data Preprocessing Feature Scaling for Machine Learning in Python.mp4

33 MB

26. Logistic Regression/6. Step 2b - Data Preprocessing Feature Scaling for Machine Learning in Python.vtt

8.9 kB

26. Logistic Regression/7. Step 3a - Implementing Logistic Regression for Classification with Scikit-Learn.mp4

14 MB

26. Logistic Regression/7. Step 3a - Implementing Logistic Regression for Classification with Scikit-Learn.vtt

6.0 kB

26. Logistic Regression/8. Step 3b - Predicting Purchase Decisions with Logistic Regression in Python.mp4

7.8 MB

26. Logistic Regression/8. Step 3b - Predicting Purchase Decisions with Logistic Regression in Python.vtt

5.2 kB

26. Logistic Regression/9. Step 4a - Using Classifier Objects to Make Predictions in Machine Learning.mp4

21 MB

26. Logistic Regression/9. Step 4a - Using Classifier Objects to Make Predictions in Machine Learning.vtt

8.8 kB

26. Logistic Regression/[CourseClub.Me].url

122 B

26. Logistic Regression/[FreeCourseSite.com].url

127 B

27. Congratulations!! Don't forget your Prize )/0. Websites you may like/[CourseClub.Me].url

122 B

27. Congratulations!! Don't forget your Prize )/0. Websites you may like/[FreeCourseSite.com].url

127 B

27. Congratulations!! Don't forget your Prize )/1. Find Your Career Path!.html

204 B

27. Congratulations!! Don't forget your Prize )/2. 2025-01-13_07-39-00-d4903ef226a918fe48f699f14bb6e25e.png

186 kB

27. Congratulations!! Don't forget your Prize )/2. Bonus How To UNLOCK Top Salaries (Live Training).html

1.8 kB

27. Congratulations!! Don't forget your Prize )/[CourseClub.Me].url

122 B

27. Congratulations!! Don't forget your Prize )/[FreeCourseSite.com].url

127 B

[CourseClub.Me].url

122 B

[FreeCourseSite.com].url

127 B