FreeCourseLab com Udemy Deep Learning Hands On Artificial Neural Networks

FreeCourseLab com Udemy Deep Learning Hands On Artificial Neural Networks

Name	[FreeCourseLab.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.3 GB
Total Files	341
Hash	182C11D156CE832F09A05B66F637BBDFFA352F09

/1. Welcome to the course/
1. Updates on Udemy Reviews.mp4	64.1 MB
1. Updates on Udemy Reviews.vtt	5.9 KB
2. What is Deep Learning.mp4	32.8 MB
2. What is Deep Learning.vtt	20.2 KB
3. Installing Python.mp4	21.4 MB
3. Installing Python.vtt	15.1 KB
4. How to get the dataset.mp4	6.8 MB
4. How to get the dataset.vtt	3.3 KB
5. Some Additional Resources!!.html	0.6 KB
/10. Building a CNN/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.vtt	3.3 KB
10. Building a CNN - Step 7.mp4	13.2 MB
10. Building a CNN - Step 7.vtt	11.5 KB
11. Building a CNN - Step 8.mp4	7.1 MB
11. Building a CNN - Step 8.vtt	5.3 KB
12. Building a CNN - Step 9.mp4	49.2 MB
12. Building a CNN - Step 9.vtt	36.6 KB
13. Building a CNN - Step 10.mp4	21.5 MB
13. Building a CNN - Step 10.vtt	16.0 KB
2. Installing Keras.html	0.9 KB
3. Introduction to CNNs.mp4	8.2 MB
3. Introduction to CNNs.vtt	8.0 KB
4. Building a CNN - Step 1.mp4	20.1 MB
4. Building a CNN - Step 1.vtt	17.2 KB
5. Building a CNN - Step 2.mp4	6.1 MB
5. Building a CNN - Step 2.vtt	5.3 KB
6. Building a CNN - Step 3.mp4	2.3 MB
6. Building a CNN - Step 3.vtt	2.2 KB
7. Building a CNN - Step 4.mp4	28.5 MB
7. Building a CNN - Step 4.vtt	24.7 KB
8. Building a CNN - Step 5.mp4	10.4 MB
8. Building a CNN - Step 5.vtt	9.2 KB
9. Building a CNN - Step 6.mp4	10.2 MB
9. Building a CNN - Step 6.vtt	9.7 KB
/11. Homework - What's that pet/
1. Homework Instruction.html	0.8 KB
2. Homework Solution.mp4	42.9 MB
2. Homework Solution.vtt	28.4 KB
/12. Evaluating, Improving and Tuning the CNN/
1. Homework Challenge - Get the gold medal.html	0.9 KB
2. Homework Challenge Solution - Get the gold medal.html	0.2 KB
/13. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/
1. Welcome to Part 3 - Recurrent Neural Networks.html	1.1 KB
/14. 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.vtt	4.5 KB
3. The idea behind Recurrent Neural Networks.mp4	39.1 MB
3. The idea behind Recurrent Neural Networks.vtt	29.3 KB
4. The Vanishing Gradient Problem.mp4	30.4 MB
4. The Vanishing Gradient Problem.vtt	27.4 KB
5. LSTMs.mp4	48.2 MB
5. LSTMs.vtt	36.2 KB
6. Practical intuition.mp4	55.4 MB
6. Practical intuition.vtt	25.9 KB
7. EXTRA LSTM Variations.mp4	7.7 MB
7. EXTRA LSTM Variations.vtt	6.3 KB
/15. Building a RNN/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.vtt	3.3 KB
10. Building a RNN - Step 8.mp4	14.1 MB
10. Building a RNN - Step 8.vtt	10.5 KB
11. Building a RNN - Step 9.mp4	8.6 MB
11. Building a RNN - Step 9.vtt	6.1 KB
12. Building a RNN - Step 10.mp4	12.0 MB
12. Building a RNN - Step 10.vtt	8.6 KB
13. Building a RNN - Step 11.mp4	30.7 MB
13. Building a RNN - Step 11.vtt	17.1 KB
14. Building a RNN - Step 12.mp4	14.1 MB
14. Building a RNN - Step 12.vtt	8.8 KB
15. Building a RNN - Step 13.mp4	41.8 MB
15. Building a RNN - Step 13.vtt	28.6 KB
16. Building a RNN - Step 14.mp4	22.6 MB
16. Building a RNN - Step 14.vtt	13.2 KB
17. Building a RNN - Step 15.mp4	22.7 MB
17. Building a RNN - Step 15.vtt	16.4 KB
2. Installing Keras.html	0.9 KB
3. Building a RNN - Step 1.mp4	14.4 MB
3. Building a RNN - Step 1.vtt	11.2 KB
4. Building a RNN - Step 2.mp4	16.4 MB
4. Building a RNN - Step 2.vtt	11.8 KB
5. Building a RNN - Step 3.mp4	16.7 MB
5. Building a RNN - Step 3.vtt	9.8 KB
6. Building a RNN - Step 4.mp4	38.9 MB
6. Building a RNN - Step 4.vtt	23.5 KB
7. Building a RNN - Step 5.mp4	27.5 MB
7. Building a RNN - Step 5.vtt	18.2 KB
8. Building a RNN - Step 6.mp4	7.1 MB
8. Building a RNN - Step 6.vtt	5.7 KB
9. Building a RNN - Step 7.mp4	21.8 MB
9. Building a RNN - Step 7.vtt	14.8 KB
/16. Evaluating, Improving and Tuning the RNN/
1. Evaluating the RNN.html	1.8 KB
2. Improving the RNN.html	1.3 KB
3. Tuning the RNN.html	0.7 KB
/17. ------------------------ Part 4 - Self Organizing Maps ------------------------/
1. Welcome to Part 4 - Self Organizing Maps.html	0.3 KB
/18. SOMs Intuition/
1. Plan of attack.mp4	4.7 MB
1. Plan of attack.vtt	6.1 KB
10. EXTRA K-means Clustering (part 3).mp4	19.4 MB
10. EXTRA K-means Clustering (part 3).vtt	23.1 KB
2. How do Self-Organizing Maps Work.mp4	16.7 MB
2. How do Self-Organizing Maps Work.vtt	16.9 KB
3. Why revisit K-Means.mp4	3.6 MB
3. Why revisit K-Means.vtt	4.5 KB
4. K-Means Clustering (Refresher).mp4	22.3 MB
4. K-Means Clustering (Refresher).vtt	28.6 KB
5. How do Self-Organizing Maps Learn (Part 1).mp4	26.3 MB
5. How do Self-Organizing Maps Learn (Part 1).vtt	27.0 KB
6. How do Self-Organizing Maps Learn (Part 2).mp4	16.2 MB
6. How do Self-Organizing Maps Learn (Part 2).vtt	17.1 KB
7. Live SOM example.mp4	13.3 MB
7. Live SOM example.vtt	8.5 KB
8. Reading an Advanced SOM.mp4	45.3 MB
8. Reading an Advanced SOM.vtt	26.4 KB
9. EXTRA K-means Clustering (part 2).mp4	13.0 MB
9. EXTRA K-means Clustering (part 2).vtt	15.8 KB
/19. Building a SOM/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.vtt	3.3 KB
2. Building a SOM - Step 1.mp4	32.2 MB
2. Building a SOM - Step 1.vtt	24.3 KB
3. Building a SOM - Step 2.mp4	20.4 MB
3. Building a SOM - Step 2.vtt	17.7 KB
4. Building a SOM - Step 3.mp4	37.8 MB
4. Building a SOM - Step 3.vtt	32.5 KB
5. Building a SOM - Step 4.mp4	30.1 MB
5. Building a SOM - Step 4.vtt	19.8 KB
/2. --------------------- Part 1 - Artificial Neural Networks ---------------------/
1. Welcome to Part 1 - Artificial Neural Networks.html	0.5 KB
/20. Mega Case Study/
1. Mega Case Study - Step 1.mp4	4.5 MB
1. Mega Case Study - Step 1.vtt	6.2 KB
2. Mega Case Study - Step 2.mp4	10.2 MB
2. Mega Case Study - Step 2.vtt	8.2 KB
3. Mega Case Study - Step 3.mp4	36.9 MB
3. Mega Case Study - Step 3.vtt	25.7 KB
4. Mega Case Study - Step 4.mp4	23.9 MB
4. Mega Case Study - Step 4.vtt	19.8 KB
/21. ------------------------- Part 5 - Boltzmann Machines -------------------------/
1. Welcome to Part 5 - Boltzmann Machines.html	1.6 KB
/22. Boltzmann Machine Intuition/
1. Plan of attack.mp4	3.4 MB
1. Plan of attack.vtt	4.9 KB
2. Boltzmann Machine.mp4	26.2 MB
2. Boltzmann Machine.vtt	27.9 KB
3. Energy-Based Models (EBM).mp4	16.5 MB
3. Energy-Based Models (EBM).vtt	20.2 KB
4. Editing Wikipedia - Our Contribution to the World.mp4	19.3 MB
4. Editing Wikipedia - Our Contribution to the World.vtt	6.2 KB
5. Restricted Boltzmann Machine.mp4	33.4 MB
5. Restricted Boltzmann Machine.vtt	34.9 KB
6. Contrastive Divergence.mp4	26.1 MB
6. Contrastive Divergence.vtt	28.9 KB
7. Deep Belief Networks.mp4	10.8 MB
7. Deep Belief Networks.vtt	9.8 KB
8. Deep Boltzmann Machines.mp4	5.1 MB
8. Deep Boltzmann Machines.vtt	5.9 KB
/23. Building a Boltzmann Machine/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.vtt	3.3 KB
10. Building a Boltzmann Machine - Step 6.mp4	19.7 MB
10. Building a Boltzmann Machine - Step 6.vtt	14.8 KB
11. Building a Boltzmann Machine - Step 7.mp4	24.0 MB
11. Building a Boltzmann Machine - Step 7.vtt	19.3 KB
12. Building a Boltzmann Machine - Step 8.mp4	30.6 MB
12. Building a Boltzmann Machine - Step 8.vtt	22.9 KB
13. Building a Boltzmann Machine - Step 9.mp4	16.0 MB
13. Building a Boltzmann Machine - Step 9.vtt	12.5 KB
14. Building a Boltzmann Machine - Step 10.mp4	25.6 MB
14. Building a Boltzmann Machine - Step 10.vtt	20.9 KB
15. Building a Boltzmann Machine - Step 11.mp4	17.5 MB
15. Building a Boltzmann Machine - Step 11.vtt	11.9 KB
16. Building a Boltzmann Machine - Step 12.mp4	32.5 MB
16. Building a Boltzmann Machine - Step 12.vtt	22.8 KB
17. Building a Boltzmann Machine - Step 13.mp4	45.1 MB
17. Building a Boltzmann Machine - Step 13.vtt	33.1 KB
18. Building a Boltzmann Machine - Step 14.mp4	42.4 MB
18. Building a Boltzmann Machine - Step 14.vtt	31.6 KB
19. Evaluating the Boltzmann Machine.html	4.6 KB
2. Installing PyTorch.html	1.4 KB
3. Building a Boltzmann Machine - Introduction.mp4	22.1 MB
3. Building a Boltzmann Machine - Introduction.vtt	19.0 KB
4. Same Data Preprocessing in Parts 5 and 6.html	0.3 KB
5. Building a Boltzmann Machine - Step 1.mp4	22.2 MB
5. Building a Boltzmann Machine - Step 1.vtt	17.1 KB
6. Building a Boltzmann Machine - Step 2.mp4	21.9 MB
6. Building a Boltzmann Machine - Step 2.vtt	17.1 KB
7. Building a Boltzmann Machine - Step 3.mp4	19.1 MB
7. Building a Boltzmann Machine - Step 3.vtt	15.2 KB
8. Building a Boltzmann Machine - Step 4.mp4	47.9 MB
8. Building a Boltzmann Machine - Step 4.vtt	39.1 KB
9. Building a Boltzmann Machine - Step 5.mp4	11.7 MB
9. Building a Boltzmann Machine - Step 5.vtt	9.7 KB
/24. ---------------------------- Part 6 - AutoEncoders ----------------------------/
1. Welcome to Part 6 - AutoEncoders.html	1.1 KB
/25. AutoEncoders Intuition/
1. Plan of attack.mp4	3.5 MB
1. Plan of attack.vtt	4.4 KB
10. Deep Autoencoders.mp4	3.0 MB
10. Deep Autoencoders.vtt	3.6 KB
2. Auto Encoders.mp4	22.6 MB
2. Auto Encoders.vtt	19.9 KB
3. A Note on Biases.mp4	2.2 MB
3. A Note on Biases.vtt	2.5 KB
4. Training an Auto Encoder.mp4	11.7 MB
4. Training an Auto Encoder.vtt	12.4 KB
5. Overcomplete hidden layers.mp4	6.7 MB
5. Overcomplete hidden layers.vtt	7.5 KB
6. Sparse Autoencoders.mp4	12.1 MB
6. Sparse Autoencoders.vtt	11.4 KB
7. Denoising Autoencoders.mp4	5.0 MB
7. Denoising Autoencoders.vtt	4.9 KB
8. Contractive Autoencoders.mp4	4.6 MB
8. Contractive Autoencoders.vtt	4.6 KB
9. Stacked Autoencoders.mp4	3.8 MB
9. Stacked Autoencoders.vtt	3.1 KB
/26. Building an AutoEncoder/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.vtt	3.3 KB
10. Building an AutoEncoder - Step 6.mp4	39.8 MB
10. Building an AutoEncoder - Step 6.vtt	32.1 KB
11. Building an AutoEncoder - Step 7.mp4	35.3 MB
11. Building an AutoEncoder - Step 7.vtt	25.6 KB
12. Building an AutoEncoder - Step 8.mp4	35.5 MB
12. Building an AutoEncoder - Step 8.vtt	28.7 KB
13. Building an AutoEncoder - Step 9.mp4	33.1 MB
13. Building an AutoEncoder - Step 9.vtt	25.1 KB
14. Building an AutoEncoder - Step 10.mp4	11.8 MB
14. Building an AutoEncoder - Step 10.vtt	8.7 KB
15. Building an AutoEncoder - Step 11.mp4	29.7 MB
15. Building an AutoEncoder - Step 11.vtt	22.1 KB
16. THANK YOU bonus video.mp4	54.8 MB
16. THANK YOU bonus video.vtt	2.1 KB
2. Installing PyTorch.html	1.4 KB
3. Same Data Preprocessing in Parts 5 and 6.html	0.3 KB
4. Building an AutoEncoder - Step 1.mp4	27.3 MB
4. Building an AutoEncoder - Step 1.vtt	21.4 KB
5. Building an AutoEncoder - Step 2.mp4	29.2 MB
5. Building an AutoEncoder - Step 2.vtt	22.2 KB
6. Building an AutoEncoder - Step 3.mp4	21.1 MB
6. Building an AutoEncoder - Step 3.vtt	15.0 KB
7. Homework Challenge - Coding Exercise.html	1.6 KB
8. Building an AutoEncoder - Step 4.mp4	52.0 MB
8. Building an AutoEncoder - Step 4.vtt	37.9 KB
9. Building an AutoEncoder - Step 5.mp4	12.4 MB
9. Building an AutoEncoder - Step 5.vtt	9.3 KB
/27. ------------------- Annex - Get the Machine Learning Basics -------------------/
1. Annex - Get the Machine Learning Basics.html	0.9 KB
/28. 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.vtt	10.5 KB
3. Simple Linear Regression Intuition - Step 2.mp4	5.6 MB
3. Simple Linear Regression Intuition - Step 2.vtt	5.6 KB
4. Multiple Linear Regression Intuition.mp4	1.9 MB
4. Multiple Linear Regression Intuition.vtt	2.1 KB
5. Logistic Regression Intuition.mp4	30.6 MB
5. Logistic Regression Intuition.vtt	30.1 KB
/29. Data Preprocessing Template/
1. Data Preprocessing - Step 1.mp4	13.9 MB
1. Data Preprocessing - Step 1.vtt	14.2 KB
2. Data Preprocessing - Step 2.mp4	16.6 MB
2. Data Preprocessing - Step 2.vtt	14.1 KB
3. Data Preprocessing - Step 3.mp4	22.8 MB
3. Data Preprocessing - Step 3.vtt	17.9 KB
4. Data Preprocessing - Step 4.mp4	30.4 MB
4. Data Preprocessing - Step 4.vtt	22.2 KB
5. Data Preprocessing - Step 5.mp4	24.0 MB
5. Data Preprocessing - Step 5.vtt	19.6 KB
6. Data Preprocessing - Step 6.mp4	23.9 MB
6. Data Preprocessing - Step 6.vtt	19.7 KB
7. Data Preprocessing Template.mp4	8.5 MB
7. Data Preprocessing Template.vtt	7.4 KB
/3. ANN Intuition/
1. Plan of Attack.mp4	5.0 MB
1. Plan of Attack.vtt	5.2 KB
2. The Neuron.mp4	31.0 MB
2. The Neuron.vtt	32.9 KB
3. The Activation Function.mp4	15.5 MB
3. The Activation Function.vtt	15.6 KB
4. How do Neural Networks work.mp4	24.7 MB
4. How do Neural Networks work.vtt	22.2 KB
5. How do Neural Networks learn.mp4	27.9 MB
5. How do Neural Networks learn.vtt	25.2 KB
6. Gradient Descent.mp4	19.4 MB
6. Gradient Descent.vtt	17.7 KB
7. Stochastic Gradient Descent.mp4	17.6 MB
7. Stochastic Gradient Descent.vtt	16.2 KB
8. Backpropagation.mp4	11.5 MB
8. Backpropagation.vtt	9.3 KB
/30. Classification Template/
1. Logistic Regression Implementation - Step 1.mp4	12.8 MB
1. Logistic Regression Implementation - Step 1.vtt	9.1 KB
2. Logistic Regression Implementation - Step 2.mp4	8.5 MB
2. Logistic Regression Implementation - Step 2.vtt	5.6 KB
3. Logistic Regression Implementation - Step 3.mp4	6.2 MB
3. Logistic Regression Implementation - Step 3.vtt	4.7 KB
4. Logistic Regression Implementation - Step 4.mp4	10.1 MB
4. Logistic Regression Implementation - Step 4.vtt	7.6 KB
5. Logistic Regression Implementation - Step 5.mp4	44.6 MB
5. Logistic Regression Implementation - Step 5.vtt	32.6 KB
6. Classification Template.mp4	12.3 MB
6. Classification Template.vtt	7.6 KB
/31. Bonus Lectures/
1. YOUR SPECIAL BONUS.html	3.1 KB
/4. Building an ANN/
1. Prerequisites.html	1.4 KB
10. Building an ANN - Step 6.mp4	7.4 MB
10. Building an ANN - Step 6.vtt	5.6 KB
11. Building an ANN - Step 7.mp4	9.4 MB
11. Building an ANN - Step 7.vtt	7.4 KB
12. Building an ANN - Step 8.mp4	19.1 MB
12. Building an ANN - Step 8.vtt	14.0 KB
13. Building an ANN - Step 9.mp4	17.7 MB
13. Building an ANN - Step 9.vtt	10.9 KB
14. Building an ANN - Step 10.mp4	18.3 MB
14. Building an ANN - Step 10.vtt	13.0 KB
2. How to get the dataset.mp4	6.8 MB
2. How to get the dataset.vtt	3.3 KB
3. Business Problem Description.mp4	17.2 MB
3. Business Problem Description.vtt	7.2 MB
4. Installing Keras.html	1.4 KB
5. Building an ANN - Step 1.mp4	25.5 MB
5. Building an ANN - Step 1.vtt	24.7 KB
6. Building an ANN - Step 2.mp4	48.1 MB
6. Building an ANN - Step 2.vtt	33.1 KB
7. Building an ANN - Step 3.mp4	8.8 MB
7. Building an ANN - Step 3.vtt	6.1 KB
8. Building an ANN - Step 4.mp4	6.3 MB
8. Building an ANN - Step 4.vtt	4.3 KB
9. Building an ANN - Step 5.mp4	31.0 MB
9. Building an ANN - Step 5.vtt	23.2 KB
/5. Homework Challenge - Should we say goodbye to that customer/
1. Homework Instruction.html	0.7 KB
2. Homework Solution.mp4	39.5 MB
2. Homework Solution.vtt	18.1 KB
/6. Evaluating, Improving and Tuning the ANN/
1. Evaluating the ANN.mp4	58.6 MB
1. Evaluating the ANN.vtt	36.9 KB
2. Improving the ANN.mp4	20.8 MB
2. Improving the ANN.vtt	12.8 KB
3. Tuning the ANN.mp4	53.2 MB
3. Tuning the ANN.vtt	34.0 KB
/7. Homework Challenge - Put me one step down on the podium/
1. Homework Instruction.html	0.4 KB
/8. -------------------- Part 2 - Convolutional Neural Networks --------------------/
1. Welcome to Part 2 - Convolutional Neural Networks.html	0.3 KB
/9. CNN Intuition/
1. What You'll Need for CNN.html	0.4 KB
10. Softmax & Cross-Entropy.mp4	34.8 MB
10. Softmax & Cross-Entropy.vtt	32.0 KB
2. Plan of attack.mp4	5.2 MB
2. Plan of attack.vtt	6.9 KB
3. What are convolutional neural networks.mp4	30.9 MB
3. What are convolutional neural networks.vtt	28.7 KB
4. Step 1 - Convolution Operation.mp4	32.5 MB
4. Step 1 - Convolution Operation.vtt	29.8 KB
5. Step 1(b) - ReLU Layer.mp4	14.8 MB
5. Step 1(b) - ReLU Layer.vtt	11.6 KB
6. Step 2 - Pooling.mp4	42.2 MB
6. Step 2 - Pooling.vtt	26.4 KB
7. Step 3 - Flattening.mp4	3.4 MB
7. Step 3 - Flattening.vtt	3.5 KB
8. Step 4 - Full Connection.mp4	44.8 MB
8. Step 4 - Full Connection.vtt	35.7 KB
9. Summary.mp4	8.3 MB
9. Summary.vtt	27.9 MB
/
[FreeCourseLab.com].url	0.1 KB
Total files 341