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Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
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| [FreeAllCourse.Com].url |
52B |
| [FreeAllCourse.Com].url |
52B |
| 1. Annex - Get the Machine Learning Basics.html |
873B |
| 1. Data Preprocessing - Step 1.mp4 |
13.26MB |
| 1. Data Preprocessing - Step 1.srt |
15.35KB |
| 1. Evaluating the ANN.mp4 |
55.84MB |
| 1. Evaluating the ANN.srt |
40.15KB |
| 1. Evaluating the RNN.html |
1.74KB |
| 1. Homework Challenge - Get the gold medal.html |
917B |
| 1. Homework Instruction.html |
838B |
| 1. Homework Instruction.html |
682B |
| 1. Homework Instruction.html |
426B |
| 1. How to get the dataset.mp4 |
6.49MB |
| 1. How to get the dataset.mp4 |
6.50MB |
| 1. How to get the dataset.mp4 |
6.49MB |
| 1. How to get the dataset.mp4 |
6.49MB |
| 1. How to get the dataset.mp4 |
6.49MB |
| 1. How to get the dataset.srt |
3.49KB |
| 1. How to get the dataset.srt |
3.49KB |
| 1. How to get the dataset.srt |
3.49KB |
| 1. How to get the dataset.srt |
3.49KB |
| 1. How to get the dataset.srt |
3.49KB |
| 1. Logistic Regression Implementation - Step 1.mp4 |
12.20MB |
| 1. Logistic Regression Implementation - Step 1.srt |
9.76KB |
| 1. Mega Case Study - Step 1.mp4 |
5.45MB |
| 1. Mega Case Study - Step 1.srt |
6.65KB |
| 1. Plan of attack.mp4 |
5.20MB |
| 1. Plan of attack.mp4 |
3.79MB |
| 1. Plan of attack.mp4 |
4.06MB |
| 1. Plan of Attack.mp4 |
4.74MB |
| 1. Plan of attack.srt |
6.60KB |
| 1. Plan of attack.srt |
5.21KB |
| 1. Plan of attack.srt |
4.69KB |
| 1. Plan of Attack.srt |
5.58KB |
| 1. Prerequisites.html |
1.34KB |
| 1. Welcome to Part 1 - Artificial Neural Networks.html |
516B |
| 1. Welcome to Part 2 - Convolutional Neural Networks.html |
323B |
| 1. Welcome to Part 3 - Recurrent Neural Networks.html |
1.03KB |
| 1. Welcome to Part 4 - Self Organizing Maps.html |
333B |
| 1. Welcome to Part 5 - Boltzmann Machines.html |
1.59KB |
| 1. Welcome to Part 6 - AutoEncoders.html |
1.03KB |
| 1. What is Deep Learning.mp4 |
31.32MB |
| 1. What is Deep Learning.srt |
23.86KB |
| 1. What You'll Need for CNN.html |
386B |
| 1. What You'll Need for RNN.html |
366B |
| 1. What You Need for Regression & Classification.html |
648B |
| 1. YOUR SPECIAL BONUS.html |
3.04KB |
| 10. Building a Boltzmann Machine - Step 6.mp4 |
25.22MB |
| 10. Building a Boltzmann Machine - Step 6.srt |
16.01KB |
| 10. Building a CNN - Step 7.mp4 |
12.58MB |
| 10. Building a CNN - Step 7.srt |
12.37KB |
| 10. Building an ANN - Step 6.mp4 |
7.06MB |
| 10. Building an ANN - Step 6.srt |
6.02KB |
| 10. Building an AutoEncoder - Step 6.mp4 |
52.13MB |
| 10. Building an AutoEncoder - Step 6.srt |
34.68KB |
| 10. Building a RNN - Step 8.mp4 |
13.44MB |
| 10. Building a RNN - Step 8.srt |
11.42KB |
| 10. Deep Autoencoders.mp4 |
3.32MB |
| 10. Deep Autoencoders.srt |
3.82KB |
| 10. EXTRA K-means Clustering (part 3).mp4 |
21.83MB |
| 10. EXTRA K-means Clustering (part 3).srt |
25.00KB |
| 10. Softmax & Cross-Entropy.mp4 |
33.24MB |
| 10. Softmax & Cross-Entropy.srt |
34.61KB |
| 11. Building a Boltzmann Machine - Step 7.mp4 |
31.20MB |
| 11. Building a Boltzmann Machine - Step 7.srt |
20.76KB |
| 11. Building a CNN - Step 8.mp4 |
6.80MB |
| 11. Building a CNN - Step 8.srt |
5.64KB |
| 11. Building an ANN - Step 7.mp4 |
8.99MB |
| 11. Building an ANN - Step 7.srt |
7.92KB |
| 11. Building an AutoEncoder - Step 7.mp4 |
33.71MB |
| 11. Building an AutoEncoder - Step 7.srt |
27.65KB |
| 11. Building a RNN - Step 9.mp4 |
8.18MB |
| 11. Building a RNN - Step 9.srt |
6.54KB |
| 12. Building a Boltzmann Machine - Step 8.mp4 |
39.41MB |
| 12. Building a Boltzmann Machine - Step 8.srt |
24.75KB |
| 12. Building a CNN - Step 9.mp4 |
46.88MB |
| 12. Building a CNN - Step 9.srt |
39.65KB |
| 12. Building an ANN - Step 8.mp4 |
18.19MB |
| 12. Building an ANN - Step 8.srt |
15.19KB |
| 12. Building an AutoEncoder - Step 8.mp4 |
33.84MB |
| 12. Building an AutoEncoder - Step 8.srt |
31.13KB |
| 12. Building a RNN - Step 10.mp4 |
11.43MB |
| 12. Building a RNN - Step 10.srt |
9.34KB |
| 13. Building a Boltzmann Machine - Step 9.mp4 |
20.40MB |
| 13. Building a Boltzmann Machine - Step 9.srt |
13.59KB |
| 13. Building a CNN - Step 10.mp4 |
20.55MB |
| 13. Building a CNN - Step 10.srt |
17.33KB |
| 13. Building an ANN - Step 9.mp4 |
16.90MB |
| 13. Building an ANN - Step 9.srt |
11.75KB |
| 13. Building an AutoEncoder - Step 9.mp4 |
31.61MB |
| 13. Building an AutoEncoder - Step 9.srt |
27.19KB |
| 13. Building a RNN - Step 11.mp4 |
29.29MB |
| 13. Building a RNN - Step 11.srt |
18.63KB |
| 14. Building a Boltzmann Machine - Step 10.mp4 |
33.16MB |
| 14. Building a Boltzmann Machine - Step 10.srt |
22.60KB |
| 14. Building an ANN - Step 10.mp4 |
17.44MB |
| 14. Building an ANN - Step 10.srt |
14.04KB |
| 14. Building an AutoEncoder - Step 10.mp4 |
11.27MB |
| 14. Building an AutoEncoder - Step 10.srt |
9.32KB |
| 14. Building a RNN - Step 12.mp4 |
13.46MB |
| 14. Building a RNN - Step 12.srt |
9.43KB |
| 15. Building a Boltzmann Machine - Step 11.mp4 |
22.40MB |
| 15. Building a Boltzmann Machine - Step 11.srt |
12.76KB |
| 15. Building an AutoEncoder - Step 11.mp4 |
28.30MB |
| 15. Building an AutoEncoder - Step 11.srt |
23.88KB |
| 15. Building a RNN - Step 13.mp4 |
39.87MB |
| 15. Building a RNN - Step 13.srt |
30.94KB |
| 16. Building a Boltzmann Machine - Step 12.mp4 |
41.58MB |
| 16. Building a Boltzmann Machine - Step 12.srt |
41.58MB |
| 16. Building a RNN - Step 14.mp4 |
21.55MB |
| 16. Building a RNN - Step 14.srt |
14.12KB |
| 16. THANK YOU bonus video.mp4 |
52.31MB |
| 16. THANK YOU bonus video.srt |
2.44KB |
| 17. Building a Boltzmann Machine - Step 13.mp4 |
58.53MB |
| 17. Building a Boltzmann Machine - Step 13.srt |
35.92KB |
| 17. Building a RNN - Step 15.mp4 |
21.68MB |
| 17. Building a RNN - Step 15.srt |
17.69KB |
| 18. Building a Boltzmann Machine - Step 14.mp4 |
54.11MB |
| 18. Building a Boltzmann Machine - Step 14.srt |
34.17KB |
| 19. Evaluating the Boltzmann Machine.html |
4.47KB |
| 2. Auto Encoders.mp4 |
28.20MB |
| 2. Auto Encoders.srt |
21.39KB |
| 2. Boltzmann Machine.mp4 |
31.92MB |
| 2. Boltzmann Machine.srt |
30.23KB |
| 2. Building a SOM - Step 1.mp4 |
30.67MB |
| 2. Building a SOM - Step 1.srt |
26.22KB |
| 2. Data Preprocessing - Step 2.mp4 |
15.86MB |
| 2. Data Preprocessing - Step 2.srt |
15.17KB |
| 2. Homework Challenge Solution - Get the gold medal.html |
185B |
| 2. Homework Solution.mp4 |
40.97MB |
| 2. Homework Solution.mp4 |
37.63MB |
| 2. Homework Solution.srt |
30.76KB |
| 2. Homework Solution.srt |
21.16KB |
| 2. How do Self-Organizing Maps Work.mp4 |
20.02MB |
| 2. How do Self-Organizing Maps Work.srt |
18.30KB |
| 2. How to get the dataset.mp4 |
6.48MB |
| 2. How to get the dataset.srt |
6.49MB |
| 2. Improving the ANN.mp4 |
19.83MB |
| 2. Improving the ANN.srt |
13.70KB |
| 2. Improving the RNN.html |
1.28KB |
| 2. Installing Keras.html |
927B |
| 2. Installing Keras.html |
927B |
| 2. Installing PyTorch.html |
1.36KB |
| 2. Installing PyTorch.html |
1.38KB |
| 2. Logistic Regression Implementation - Step 2.mp4 |
8.15MB |
| 2. Logistic Regression Implementation - Step 2.srt |
6.03KB |
| 2. Mega Case Study - Step 2.mp4 |
13.35MB |
| 2. Mega Case Study - Step 2.srt |
8.74KB |
| 2. Plan of attack.mp4 |
4.20MB |
| 2. Plan of attack.mp4 |
5.93MB |
| 2. Plan of attack.srt |
4.84KB |
| 2. Plan of attack.srt |
7.43KB |
| 2. Simple Linear Regression Intuition - Step 1.mp4 |
9.47MB |
| 2. Simple Linear Regression Intuition - Step 1.srt |
11.25KB |
| 2. The Neuron.mp4 |
29.58MB |
| 2. The Neuron.srt |
35.78KB |
| 2. Updates on Udemy Reviews.mp4 |
20.40MB |
| 2. Updates on Udemy Reviews.srt |
1.85KB |
| 3. A Note on Biases.mp4 |
2.44MB |
| 3. A Note on Biases.srt |
2.71KB |
| 3. BONUS Learning Paths.html |
1.85KB |
| 3. Building a Boltzmann Machine - Introduction.mp4 |
34.05MB |
| 3. Building a Boltzmann Machine - Introduction.srt |
20.48KB |
| 3. Building a RNN - Step 1.mp4 |
13.70MB |
| 3. Building a RNN - Step 1.srt |
12.03KB |
| 3. Building a SOM - Step 2.mp4 |
19.44MB |
| 3. Building a SOM - Step 2.srt |
19.21KB |
| 3. Business Problem Description.mp4 |
16.38MB |
| 3. Business Problem Description.srt |
10.30KB |
| 3. Data Preprocessing - Step 3.mp4 |
21.73MB |
| 3. Data Preprocessing - Step 3.srt |
19.44KB |
| 3. Energy-Based Models (EBM).mp4 |
18.48MB |
| 3. Energy-Based Models (EBM).srt |
21.83KB |
| 3. Introduction to CNNs.mp4 |
7.85MB |
| 3. Introduction to CNNs.srt |
8.60KB |
| 3. Logistic Regression Implementation - Step 3.mp4 |
5.96MB |
| 3. Logistic Regression Implementation - Step 3.srt |
5.02KB |
| 3. Mega Case Study - Step 3.mp4 |
49.26MB |
| 3. Mega Case Study - Step 3.srt |
27.69KB |
| 3. Same Data Preprocessing in Parts 5 and 6.html |
348B |
| 3. Simple Linear Regression Intuition - Step 2.mp4 |
5.37MB |
| 3. Simple Linear Regression Intuition - Step 2.srt |
6.01KB |
| 3. The Activation Function.mp4 |
14.76MB |
| 3. The Activation Function.srt |
16.86KB |
| 3. The idea behind Recurrent Neural Networks.mp4 |
37.31MB |
| 3. The idea behind Recurrent Neural Networks.srt |
31.70KB |
| 3. Tuning the ANN.mp4 |
50.77MB |
| 3. Tuning the ANN.srt |
36.62KB |
| 3. Tuning the RNN.html |
693B |
| 3. What are convolutional neural networks.mp4 |
29.51MB |
| 3. What are convolutional neural networks.srt |
31.07KB |
| 3. Why revisit K-Means.mp4 |
4.05MB |
| 3. Why revisit K-Means.srt |
4.83KB |
| 4. Building a CNN - Step 1.mp4 |
19.19MB |
| 4. Building a CNN - Step 1.srt |
18.52KB |
| 4. Building an AutoEncoder - Step 1.mp4 |
36.72MB |
| 4. Building an AutoEncoder - Step 1.srt |
23.05KB |
| 4. Building a RNN - Step 2.mp4 |
15.59MB |
| 4. Building a RNN - Step 2.srt |
12.70KB |
| 4. Building a SOM - Step 3.mp4 |
36.04MB |
| 4. Building a SOM - Step 3.srt |
35.21KB |
| 4. Data Preprocessing - Step 4.mp4 |
28.96MB |
| 4. Data Preprocessing - Step 4.srt |
24.03KB |
| 4. Editing Wikipedia - Our Contribution to the World.mp4 |
27.34MB |
| 4. Editing Wikipedia - Our Contribution to the World.srt |
6.61KB |
| 4. How do Neural Networks work.mp4 |
23.54MB |
| 4. How do Neural Networks work.srt |
26.30KB |
| 4. Installing Keras.html |
1.42KB |
| 4. Installing Python.mp4 |
20.39MB |
| 4. Installing Python.srt |
16.30KB |
| 4. K-Means Clustering (Refresher).mp4 |
25.02MB |
| 4. K-Means Clustering (Refresher).srt |
30.89KB |
| 4. Logistic Regression Implementation - Step 4.mp4 |
9.68MB |
| 4. Logistic Regression Implementation - Step 4.srt |
8.12KB |
| 4. Mega Case Study - Step 4.mp4 |
30.85MB |
| 4. Mega Case Study - Step 4.srt |
21.38KB |
| 4. Multiple Linear Regression Intuition.mp4 |
1.82MB |
| 4. Multiple Linear Regression Intuition.srt |
2.19KB |
| 4. Same Data Preprocessing in Parts 5 and 6.html |
349B |
| 4. Step 1 - Convolution Operation.mp4 |
31.03MB |
| 4. Step 1 - Convolution Operation.srt |
32.24KB |
| 4. The Vanishing Gradient Problem.mp4 |
29.02MB |
| 4. The Vanishing Gradient Problem.srt |
29.67KB |
| 4. Training an Auto Encoder.mp4 |
13.55MB |
| 4. Training an Auto Encoder.srt |
13.38KB |
| 5. Building a Boltzmann Machine - Step 1.mp4 |
30.45MB |
| 5. Building a Boltzmann Machine - Step 1.srt |
18.46KB |
| 5. Building a CNN - Step 2.mp4 |
5.86MB |
| 5. Building a CNN - Step 2.srt |
5.68KB |
| 5. Building an ANN - Step 1.mp4 |
24.29MB |
| 5. Building an ANN - Step 1.srt |
26.60KB |
| 5. Building an AutoEncoder - Step 2.mp4 |
27.81MB |
| 5. Building an AutoEncoder - Step 2.srt |
24.01KB |
| 5. Building a RNN - Step 3.mp4 |
15.92MB |
| 5. Building a RNN - Step 3.srt |
10.49KB |
| 5. Building a SOM - Step 4.mp4 |
28.73MB |
| 5. Building a SOM - Step 4.srt |
21.38KB |
| 5. Data Preprocessing - Step 5.mp4 |
22.90MB |
| 5. Data Preprocessing - Step 5.srt |
21.23KB |
| 5. How do Neural Networks learn.mp4 |
26.56MB |
| 5. How do Neural Networks learn.srt |
27.42KB |
| 5. How do Self-Organizing Maps Learn (Part 1).mp4 |
31.11MB |
| 5. How do Self-Organizing Maps Learn (Part 1).srt |
29.08KB |
| 5. How to get the dataset.mp4 |
6.49MB |
| 5. How to get the dataset.srt |
3.49KB |
| 5. Logistic Regression Implementation - Step 5.mp4 |
42.49MB |
| 5. Logistic Regression Implementation - Step 5.srt |
34.96KB |
| 5. Logistic Regression Intuition.mp4 |
29.18MB |
| 5. Logistic Regression Intuition.srt |
32.66KB |
| 5. LSTMs.mp4 |
45.97MB |
| 5. LSTMs.srt |
39.31KB |
| 5. Overcomplete hidden layers.mp4 |
7.64MB |
| 5. Overcomplete hidden layers.srt |
8.11KB |
| 5. Restricted Boltzmann Machine.mp4 |
39.26MB |
| 5. Restricted Boltzmann Machine.srt |
37.80KB |
| 5. Step 1(b) - ReLU Layer.mp4 |
14.10MB |
| 5. Step 1(b) - ReLU Layer.srt |
12.49KB |
| 6.1 DL Colab Changes.zip |
279.95MB |
| 6.2 DL-A-Z-Colab-Run-Instructions.ipynb.zip |
2.25KB |
| 6. Building a Boltzmann Machine - Step 2.mp4 |
29.58MB |
| 6. Building a Boltzmann Machine - Step 2.srt |
18.37KB |
| 6. Building a CNN - Step 3.mp4 |
2.23MB |
| 6. Building a CNN - Step 3.srt |
2.37KB |
| 6. Building an ANN - Step 2.mp4 |
45.86MB |
| 6. Building an ANN - Step 2.srt |
35.90KB |
| 6. Building an AutoEncoder - Step 3.mp4 |
20.10MB |
| 6. Building an AutoEncoder - Step 3.srt |
16.20KB |
| 6. Building a RNN - Step 4.mp4 |
37.12MB |
| 6. Building a RNN - Step 4.srt |
25.34KB |
| 6. Classification Template.mp4 |
11.72MB |
| 6. Classification Template.srt |
8.25KB |
| 6. Colab File.html |
665B |
| 6. Contrastive Divergence.mp4 |
29.56MB |
| 6. Contrastive Divergence.srt |
31.01KB |
| 6. Data Preprocessing - Step 6.mp4 |
22.81MB |
| 6. Data Preprocessing - Step 6.srt |
21.36KB |
| 6. Gradient Descent.mp4 |
18.54MB |
| 6. Gradient Descent.srt |
19.11KB |
| 6. How do Self-Organizing Maps Learn (Part 2).mp4 |
18.66MB |
| 6. How do Self-Organizing Maps Learn (Part 2).srt |
18.36KB |
| 6. Practical intuition.mp4 |
52.85MB |
| 6. Practical intuition.srt |
27.96KB |
| 6. Sparse Autoencoders.mp4 |
13.99MB |
| 6. Sparse Autoencoders.srt |
12.19KB |
| 6. Step 2 - Pooling.mp4 |
40.25MB |
| 6. Step 2 - Pooling.srt |
28.51KB |
| 7. BONUS Meet Your Instructors.html |
1.19KB |
| 7. Building a Boltzmann Machine - Step 3.mp4 |
25.95MB |
| 7. Building a Boltzmann Machine - Step 3.srt |
16.36KB |
| 7. Building a CNN - Step 4.mp4 |
27.20MB |
| 7. Building a CNN - Step 4.srt |
26.70KB |
| 7. Building an ANN - Step 3.mp4 |
8.38MB |
| 7. Building an ANN - Step 3.srt |
6.50KB |
| 7. Building a RNN - Step 5.mp4 |
26.22MB |
| 7. Building a RNN - Step 5.srt |
19.66KB |
| 7. Data Preprocessing Template.mp4 |
8.14MB |
| 7. Data Preprocessing Template.srt |
7.89KB |
| 7. Deep Belief Networks.mp4 |
12.61MB |
| 7. Deep Belief Networks.srt |
10.57KB |
| 7. Denoising Autoencoders.mp4 |
5.73MB |
| 7. Denoising Autoencoders.srt |
5.24KB |
| 7. EXTRA LSTM Variations.mp4 |
7.34MB |
| 7. EXTRA LSTM Variations.srt |
6.77KB |
| 7. Homework Challenge - Coding Exercise.html |
1.54KB |
| 7. Live SOM example.mp4 |
18.55MB |
| 7. Live SOM example.srt |
9.13KB |
| 7. Step 3 - Flattening.mp4 |
3.28MB |
| 7. Step 3 - Flattening.srt |
3.77KB |
| 7. Stochastic Gradient Descent.mp4 |
16.82MB |
| 7. Stochastic Gradient Descent.srt |
17.55KB |
| 8. Backpropagation.mp4 |
10.93MB |
| 8. Backpropagation.srt |
9.95KB |
| 8. Building a Boltzmann Machine - Step 4.mp4 |
64.53MB |
| 8. Building a Boltzmann Machine - Step 4.srt |
42.50KB |
| 8. Building a CNN - Step 5.mp4 |
9.91MB |
| 8. Building a CNN - Step 5.srt |
9.84KB |
| 8. Building an ANN - Step 4.mp4 |
5.95MB |
| 8. Building an ANN - Step 4.srt |
4.53KB |
| 8. Building an AutoEncoder - Step 4.mp4 |
49.57MB |
| 8. Building an AutoEncoder - Step 4.srt |
41.10KB |
| 8. Building a RNN - Step 6.mp4 |
6.77MB |
| 8. Building a RNN - Step 6.srt |
6.13KB |
| 8. Contractive Autoencoders.mp4 |
5.29MB |
| 8. Contractive Autoencoders.srt |
4.89KB |
| 8. Deep Boltzmann Machines.mp4 |
5.85MB |
| 8. Deep Boltzmann Machines.srt |
6.29KB |
| 8. Reading an Advanced SOM.mp4 |
61.88MB |
| 8. Reading an Advanced SOM.srt |
28.54KB |
| 8. Some Additional Resources!!.html |
611B |
| 8. Step 4 - Full Connection.mp4 |
42.75MB |
| 8. Step 4 - Full Connection.srt |
38.56KB |
| 9. Building a Boltzmann Machine - Step 5.mp4 |
15.45MB |
| 9. Building a Boltzmann Machine - Step 5.srt |
10.39KB |
| 9. Building a CNN - Step 6.mp4 |
9.71MB |
| 9. Building a CNN - Step 6.srt |
10.35KB |
| 9. Building an ANN - Step 5.mp4 |
29.59MB |
| 9. Building an ANN - Step 5.srt |
14.41MB |
| 9. Building an AutoEncoder - Step 5.mp4 |
11.87MB |
| 9. Building an AutoEncoder - Step 5.srt |
9.93KB |
| 9. Building a RNN - Step 7.mp4 |
20.83MB |
| 9. Building a RNN - Step 7.srt |
15.92KB |
| 9. EXTRA K-means Clustering (part 2).mp4 |
12.34MB |
| 9. EXTRA K-means Clustering (part 2).srt |
17.06KB |
| 9. FAQBot!.html |
1.76KB |
| 9. Stacked Autoencoders.mp4 |
4.54MB |
| 9. Stacked Autoencoders.srt |
3.35KB |
| 9. Summary.mp4 |
7.92MB |
| 9. Summary.srt |
8.47KB |
| Verify Files.txt |
1.04KB |