FreeCourseSite com Udemy Deep Learning Hands On Artificial Neural Networks

FreeCourseSite com Udemy Deep Learning Hands On Artificial Neural Networks

Name	[FreeCourseSite.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	5.1 GB
Total Files	317
Hash	8EBE89A440306D6D38C1851617EC5B6DE82B798D

/0. Websites you may like/
[CourseClub.ME].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/1. Welcome to the course/
1. What is Deep Learning.mp4	32.8 MB
1. What is Deep Learning.srt	24.4 KB
2. Updates on Udemy Reviews.mp4	21.4 MB
2. Updates on Udemy Reviews.srt	1.9 KB
3. BONUS Learning Paths.html	1.4 KB
4. BONUS Meet Your Instructors.html	1.2 KB
5. Some Additional Resources!!.html	0.6 KB
6. FAQBot!.html	3.1 KB
7. Get the materials.html	0.3 KB
8. Your Shortcut To Becoming A Better Data Scientist!.html	4.1 KB
/10. Building a RNN/
1. IMPORTANT NOTE.html	1.8 KB
1.1 Part 3 - Recurrent Neural Networks.zip	51.6 KB
10. Building a RNN - Step 9.mp4	8.6 MB
10. Building a RNN - Step 9.srt	6.7 KB
11. Building a RNN - Step 10.mp4	12.0 MB
11. Building a RNN - Step 10.srt	9.6 KB
12. Building a RNN - Step 11.mp4	30.7 MB
12. Building a RNN - Step 11.srt	19.1 KB
13. Building a RNN - Step 12.mp4	14.1 MB
13. Building a RNN - Step 12.srt	9.7 KB
14. Building a RNN - Step 13.mp4	41.8 MB
14. Building a RNN - Step 13.srt	31.7 KB
15. Building a RNN - Step 14.mp4	22.6 MB
15. Building a RNN - Step 14.srt	14.5 KB
16. Building a RNN - Step 15.mp4	22.7 MB
16. Building a RNN - Step 15.srt	18.1 KB
2. Building a RNN - Step 1.mp4	14.4 MB
2. Building a RNN - Step 1.srt	12.3 KB
3. Building a RNN - Step 2.mp4	16.3 MB
3. Building a RNN - Step 2.srt	13.0 KB
4. Building a RNN - Step 3.mp4	16.7 MB
4. Building a RNN - Step 3.srt	10.7 KB
5. Building a RNN - Step 4.mp4	38.9 MB
5. Building a RNN - Step 4.srt	26.0 KB
6. Building a RNN - Step 5.mp4	27.5 MB
6. Building a RNN - Step 5.srt	20.1 KB
7. Building a RNN - Step 6.mp4	7.1 MB
7. Building a RNN - Step 6.srt	6.3 KB
8. Building a RNN - Step 7.mp4	21.8 MB
8. Building a RNN - Step 7.srt	16.3 KB
9. Building a RNN - Step 8.mp4	14.1 MB
9. Building a RNN - Step 8.srt	11.7 KB
/11. Evaluating and Improving the RNN/
1. Evaluating the RNN.html	1.8 KB
2. Improving the RNN.html	1.3 KB
/12. ------------------------ Part 4 - Self Organizing Maps ------------------------/
1. Welcome to Part 4 - Self Organizing Maps.html	0.3 KB
/13. SOMs Intuition/
1. Plan of attack.mp4	5.5 MB
1. Plan of attack.srt	6.8 KB
10. EXTRA K-means Clustering (part 3).mp4	22.9 MB
10. EXTRA K-means Clustering (part 3).srt	25.6 KB
2. How do Self-Organizing Maps Work.mp4	21.0 MB
2. How do Self-Organizing Maps Work.srt	18.7 KB
3. Why revisit K-Means.mp4	4.3 MB
3. Why revisit K-Means.srt	4.9 KB
4. K-Means Clustering (Refresher).mp4	26.2 MB
4. K-Means Clustering (Refresher).srt	31.6 KB
5. How do Self-Organizing Maps Learn (Part 1).mp4	32.6 MB
5. How do Self-Organizing Maps Learn (Part 1).srt	29.8 KB
6. How do Self-Organizing Maps Learn (Part 2).mp4	19.6 MB
6. How do Self-Organizing Maps Learn (Part 2).srt	18.8 KB
7. Live SOM example.mp4	19.4 MB
7. Live SOM example.srt	9.4 KB
8. Reading an Advanced SOM.mp4	64.9 MB
8. Reading an Advanced SOM.srt	29.2 KB
9. EXTRA K-means Clustering (part 2).mp4	13.0 MB
9. EXTRA K-means Clustering (part 2).srt	17.5 KB
/14. Building a SOM/
1. IMPORTANT NOTE.html	0.8 KB
2. How to get the dataset.mp4	6.8 MB
2. How to get the dataset.srt	3.6 KB
3. Building a SOM - Step 1.mp4	32.2 MB
3. Building a SOM - Step 1.srt	26.9 KB
4. Building a SOM - Step 2.mp4	20.4 MB
4. Building a SOM - Step 2.srt	19.7 KB
5. Building a SOM - Step 3.mp4	37.8 MB
5. Building a SOM - Step 3.srt	36.1 KB
6. Building a SOM - Step 4.mp4	30.1 MB
6. Building a SOM - Step 4.srt	21.9 KB
/15. Mega Case Study/
1. IMPORTANT NOTE.html	0.7 KB
2. Mega Case Study - Step 1.mp4	5.7 MB
2. Mega Case Study - Step 1.srt	6.8 KB
3. Mega Case Study - Step 2.mp4	14.0 MB
3. Mega Case Study - Step 2.srt	9.0 KB
4. Mega Case Study - Step 3.mp4	51.6 MB
4. Mega Case Study - Step 3.srt	28.4 KB
5. Mega Case Study - Step 4.mp4	32.4 MB
5. Mega Case Study - Step 4.srt	21.9 KB
/16. ------------------------- Part 5 - Boltzmann Machines -------------------------/
1. Welcome to Part 5 - Boltzmann Machines.html	1.6 KB
2. Plan of attack.mp4	4.0 MB
2. Plan of attack.srt	5.3 KB
/17. Boltzmann Machine Intuition/
1. Boltzmann Machine.mp4	33.5 MB
1. Boltzmann Machine.srt	31.0 KB
2. Energy-Based Models (EBM).mp4	19.4 MB
2. Energy-Based Models (EBM).srt	22.4 KB
3. Editing Wikipedia - Our Contribution to the World.mp4	28.7 MB
3. Editing Wikipedia - Our Contribution to the World.srt	6.8 KB
4. Restricted Boltzmann Machine.mp4	41.2 MB
4. Restricted Boltzmann Machine.srt	38.7 KB
5. Contrastive Divergence.mp4	31.0 MB
5. Contrastive Divergence.srt	31.8 KB
6. Deep Belief Networks.mp4	13.2 MB
6. Deep Belief Networks.srt	10.8 KB
7. Deep Boltzmann Machines.mp4	6.1 MB
7. Deep Boltzmann Machines.srt	6.4 KB
8. How to get the dataset.mp4	6.8 MB
8. How to get the dataset.srt	3.6 KB
/18. Building a Boltzmann Machine/
1. IMPORTANT NOTE.html	0.7 KB
10. Building a Boltzmann Machine - Step 6.mp4	26.4 MB
10. Building a Boltzmann Machine - Step 6.srt	16.4 KB
11. Building a Boltzmann Machine - Step 7.mp4	32.7 MB
11. Building a Boltzmann Machine - Step 7.srt	21.3 KB
12. Building a Boltzmann Machine - Step 8.mp4	41.3 MB
12. Building a Boltzmann Machine - Step 8.srt	25.3 KB
13. Building a Boltzmann Machine - Step 9.mp4	21.4 MB
13. Building a Boltzmann Machine - Step 9.srt	13.9 KB
14. Building a Boltzmann Machine - Step 10.mp4	34.8 MB
14. Building a Boltzmann Machine - Step 10.srt	23.1 KB
15. Building a Boltzmann Machine - Step 11.mp4	23.5 MB
15. Building a Boltzmann Machine - Step 11.srt	13.1 KB
16. Building a Boltzmann Machine - Step 12.mp4	43.6 MB
16. Building a Boltzmann Machine - Step 12.srt	43.6 MB
17. Building a Boltzmann Machine - Step 13.mp4	61.4 MB
17. Building a Boltzmann Machine - Step 13.srt	36.8 KB
18. Building a Boltzmann Machine - Step 14.mp4	56.7 MB
18. Building a Boltzmann Machine - Step 14.srt	35.0 KB
19. Evaluating the Boltzmann Machine.html	4.6 KB
2. Installing PyTorch.html	1.4 KB
3. Building a Boltzmann Machine - Introduction.mp4	35.7 MB
3. Building a Boltzmann Machine - Introduction.srt	21.0 KB
4. Same Data Preprocessing in Parts 5 and 6.html	0.3 KB
5. Building a Boltzmann Machine - Step 1.mp4	31.9 MB
5. Building a Boltzmann Machine - Step 1.srt	18.9 KB
6. Building a Boltzmann Machine - Step 2.mp4	31.0 MB
6. Building a Boltzmann Machine - Step 2.srt	18.8 KB
7. Building a Boltzmann Machine - Step 3.mp4	27.2 MB
7. Building a Boltzmann Machine - Step 3.srt	16.8 KB
8. Building a Boltzmann Machine - Step 4.mp4	67.7 MB
8. Building a Boltzmann Machine - Step 4.srt	43.5 KB
9. Building a Boltzmann Machine - Step 5.mp4	16.2 MB
9. Building a Boltzmann Machine - Step 5.srt	10.6 KB
/19. ---------------------------- Part 6 - AutoEncoders ----------------------------/
1. Welcome to Part 6 - AutoEncoders.html	1.1 KB
2. Plan of attack.mp4	4.3 MB
2. Plan of attack.srt	4.8 KB
/2. --------------------- Part 1 - Artificial Neural Networks ---------------------/
1. Welcome to Part 1 - Artificial Neural Networks.html	0.3 KB
/20. AutoEncoders Intuition/
1. Auto Encoders.mp4	29.6 MB
1. Auto Encoders.srt	21.9 KB
2. A Note on Biases.mp4	2.6 MB
2. A Note on Biases.srt	2.8 KB
3. Training an Auto Encoder.mp4	14.2 MB
3. Training an Auto Encoder.srt	13.7 KB
4. Overcomplete hidden layers.mp4	8.0 MB
4. Overcomplete hidden layers.srt	8.3 KB
5. Sparse Autoencoders.mp4	14.7 MB
5. Sparse Autoencoders.srt	14.7 MB
6. Denoising Autoencoders.mp4	6.0 MB
6. Denoising Autoencoders.srt	5.4 KB
7. Contractive Autoencoders.mp4	5.5 MB
7. Contractive Autoencoders.srt	5.0 KB
8. Stacked Autoencoders.mp4	4.8 MB
8. Stacked Autoencoders.srt	3.4 KB
9. Deep Autoencoders.mp4	3.5 MB
9. Deep Autoencoders.srt	3.9 KB
/21. Building an AutoEncoder/
1. IMPORTANT NOTE.html	0.7 KB
10. Building an AutoEncoder - Step 5.mp4	12.4 MB
10. Building an AutoEncoder - Step 5.srt	10.2 KB
11. Building an AutoEncoder - Step 6.mp4	54.7 MB
11. Building an AutoEncoder - Step 6.srt	35.5 KB
12. Building an AutoEncoder - Step 7.mp4	35.3 MB
12. Building an AutoEncoder - Step 7.srt	28.3 KB
13. Building an AutoEncoder - Step 8.mp4	35.5 MB
13. Building an AutoEncoder - Step 8.srt	31.9 KB
14. Building an AutoEncoder - Step 9.mp4	33.1 MB
14. Building an AutoEncoder - Step 9.srt	27.8 KB
15. Building an AutoEncoder - Step 10.mp4	11.8 MB
15. Building an AutoEncoder - Step 10.srt	9.5 KB
16. Building an AutoEncoder - Step 11.mp4	29.7 MB
16. Building an AutoEncoder - Step 11.srt	24.5 KB
17. THANK YOU bonus video.mp4	54.8 MB
17. THANK YOU bonus video.srt	2.5 KB
2. How to get the dataset.mp4	6.8 MB
2. How to get the dataset.srt	3.6 KB
3. Installing PyTorch.html	1.4 KB
4. Same Data Preprocessing in Parts 5 and 6.html	0.3 KB
5. Building an AutoEncoder - Step 1.mp4	38.5 MB
5. Building an AutoEncoder - Step 1.srt	23.6 KB
6. Building an AutoEncoder - Step 2.mp4	29.2 MB
6. Building an AutoEncoder - Step 2.srt	24.6 KB
7. Building an AutoEncoder - Step 3.mp4	21.1 MB
7. Building an AutoEncoder - Step 3.srt	16.6 KB
8. Homework Challenge - Coding Exercise.html	1.6 KB
9. Building an AutoEncoder - Step 4.mp4	52.0 MB
9. Building an AutoEncoder - Step 4.srt	42.1 KB
/22. ------------------- Annex - Get the Machine Learning Basics -------------------/
1. Annex - Get the Machine Learning Basics.html	0.9 KB
/23. Regression & Classification Intuition/
1. What You Need for Regression & Classification.html	0.6 KB
2. Simple Linear Regression Intuition - Step 1.mp4	9.9 MB
2. Simple Linear Regression Intuition - Step 1.srt	11.5 KB
3. Simple Linear Regression Intuition - Step 2.mp4	5.6 MB
3. Simple Linear Regression Intuition - Step 2.srt	6.2 KB
4. Multiple Linear Regression Intuition.mp4	1.9 MB
4. Multiple Linear Regression Intuition.srt	2.2 KB
5. Logistic Regression Intuition.mp4	30.6 MB
5. Logistic Regression Intuition.srt	33.4 KB
/24. Data Preprocessing Template/
1. Important Instructions.html	0.9 KB
1.1 Machine Learning A-Z (Codes and Datasets).zip	5.5 MB
2. Data Preprocessing - Step 1.mp4	57.0 MB
2. Data Preprocessing - Step 1.srt	18.7 KB
3. Data Preprocessing - Step 2.mp4	16.7 MB
3. Data Preprocessing - Step 2.srt	6.6 KB
4. Data Preprocessing - Step 3.mp4	75.3 MB
4. Data Preprocessing - Step 3.srt	75.3 MB
5. Data Preprocessing - Step 4.mp4	72.4 MB
5. Data Preprocessing - Step 4.srt	20.8 KB
6. Data Preprocessing - Step 5.mp4	93.0 MB
6. Data Preprocessing - Step 5.srt	25.6 KB
7. Data Preprocessing - Step 6.mp4	70.9 MB
7. Data Preprocessing - Step 6.srt	23.7 KB
8. Data Preprocessing - Step 7.mp4	106.7 MB
8. Data Preprocessing - Step 7.srt	35.0 KB
/25. Logistic Regression Implementation/
1. Important Instructions.html	1.0 KB
1.1 Machine Learning A-Z (Codes and Datasets).zip	5.5 MB
2. Logistic Regression - Step 1.mp4	46.8 MB
2. Logistic Regression - Step 1.srt	17.1 KB
3. Logistic Regression - Step 2.mp4	88.8 MB
3. Logistic Regression - Step 2.srt	25.5 KB
4. Logistic Regression - Step 3.mp4	45.2 MB
4. Logistic Regression - Step 3.srt	13.0 KB
5. Logistic Regression - Step 4.mp4	47.4 MB
5. Logistic Regression - Step 4.srt	13.2 KB
6. Logistic Regression - Step 5.mp4	32.0 MB
6. Logistic Regression - Step 5.srt	11.4 KB
7. Logistic Regression - Step 6.mp4	55.6 MB
7. Logistic Regression - Step 6.srt	16.3 KB
8. Logistic Regression - Step 7.mp4	124.4 MB
8. Logistic Regression - Step 7.srt	25.7 KB
/26. Bonus Lectures/
1. YOUR SPECIAL BONUS.html	3.1 KB
/3. ANN Intuition/
1. What You'll Need for ANN.html	0.4 KB
2. Plan of Attack.mp4	5.0 MB
2. Plan of Attack.srt	5.7 KB
3. The Neuron.mp4	31.0 MB
3. The Neuron.srt	36.6 KB
4. The Activation Function.mp4	15.5 MB
4. The Activation Function.srt	17.3 KB
5. How do Neural Networks work.mp4	24.7 MB
5. How do Neural Networks work.srt	26.9 KB
6. How do Neural Networks learn.mp4	27.8 MB
6. How do Neural Networks learn.srt	28.1 KB
7. Gradient Descent.mp4	19.4 MB
7. Gradient Descent.srt	19.6 KB
8. Stochastic Gradient Descent.mp4	17.6 MB
8. Stochastic Gradient Descent.srt	18.0 KB
9. Backpropagation.mp4	11.5 MB
9. Backpropagation.srt	10.2 KB
/4. Building an ANN/
1. Business Problem Description.mp4	17.2 MB
1. Business Problem Description.srt	10.6 KB
2. IMPORTANT NOTE.html	1.7 KB
2.1 Machine Learning A-Z (Codes and Datasets).zip	5.5 MB
3. Building an ANN - Step 1.mp4	69.7 MB
3. Building an ANN - Step 1.srt	19.0 KB
4. Check out our free course on ANN for Regression.html	0.5 KB
5. Building an ANN - Step 2.mp4	116.4 MB
5. Building an ANN - Step 2.srt	33.8 KB
6. Building an ANN - Step 3.mp4	78.7 MB
6. Building an ANN - Step 3.srt	24.8 KB
7. Building an ANN - Step 4.mp4	68.5 MB
7. Building an ANN - Step 4.srt	22.3 KB
8. Building an ANN - Step 5.mp4	106.2 MB
8. Building an ANN - Step 5.srt	27.2 KB
/5. -------------------- Part 2 - Convolutional Neural Networks --------------------/
1. Welcome to Part 2 - Convolutional Neural Networks.html	0.3 KB
/6. CNN Intuition/
1. What You'll Need for CNN.html	0.4 KB
10. Softmax & Cross-Entropy.mp4	34.9 MB
10. Softmax & Cross-Entropy.srt	35.4 KB
2. Plan of attack.mp4	6.2 MB
2. Plan of attack.srt	7.6 KB
3. What are convolutional neural networks.mp4	30.9 MB
3. What are convolutional neural networks.srt	31.8 KB
4. Step 1 - Convolution Operation.mp4	32.5 MB
4. Step 1 - Convolution Operation.srt	33.0 KB
5. Step 1(b) - ReLU Layer.mp4	14.8 MB
5. Step 1(b) - ReLU Layer.srt	12.8 KB
6. Step 2 - Pooling.mp4	42.2 MB
6. Step 2 - Pooling.srt	29.2 KB
7. Step 3 - Flattening.mp4	3.4 MB
7. Step 3 - Flattening.srt	3.9 KB
8. Step 4 - Full Connection.mp4	44.8 MB
8. Step 4 - Full Connection.srt	53.4 MB
9. Summary.mp4	8.3 MB
9. Summary.srt	8.7 KB
/7. Building a CNN/
1. IMPORTANT NOTE.html	1.5 KB
1.1 Section 40 - Convolutional Neural Networks (CNN).zip	234.9 MB
2. Building a CNN - Step 1.mp4	74.2 MB
2. Building a CNN - Step 1.srt	20.0 KB
3. Building a CNN - Step 2.mp4	112.1 MB
3. Building a CNN - Step 2.srt	31.4 KB
4. Building a CNN - Step 3.mp4	124.4 MB
4. Building a CNN - Step 3.srt	30.5 KB
5. Building a CNN - Step 4.mp4	42.0 MB
5. Building a CNN - Step 4.srt	12.4 KB
6. Building a CNN - Step 5.mp4	102.5 MB
6. Building a CNN - Step 5.srt	24.7 KB
7. Quick Note.html	1.2 KB
8. Building a CNN - FINAL DEMO!.mp4	160.2 MB
8. Building a CNN - FINAL DEMO!.srt	42.4 KB
/8. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/
1. Welcome to Part 3 - Recurrent Neural Networks.html	1.1 KB
/9. RNN Intuition/
1. What You'll Need for RNN.html	0.4 KB
2. Plan of attack.mp4	4.4 MB
2. Plan of attack.srt	5.0 KB
3. The idea behind Recurrent Neural Networks.mp4	39.1 MB
3. The idea behind Recurrent Neural Networks.srt	32.5 KB
4. The Vanishing Gradient Problem.mp4	30.4 MB
4. The Vanishing Gradient Problem.srt	30.4 KB
5. LSTMs.mp4	48.2 MB
5. LSTMs.srt	40.3 KB
6. Practical intuition.mp4	55.4 MB
6. Practical intuition.srt	28.6 KB
7. EXTRA LSTM Variations.mp4	7.7 MB
7. EXTRA LSTM Variations.srt	6.9 KB
Total files 317