FreeAllCourse Com Udemy Deep Learning Hands On Artificial Neural Networks

FreeAllCourse Com Udemy Deep Learning Hands On Artificial Neural Networks

Name	[FreeAllCourse.Com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.6 GB
Total Files	348
Last Seen	2025-04-30 00:04
Hash	8B335E526D48A890F2C17A9F0A9017BCC88C3B20

/1. Welcome to the course/
1. Updates on Udemy Reviews.mp4	64.1 MB
1. Updates on Udemy Reviews.srt	6.4 KB
2. What is Deep Learning.mp4	32.8 MB
2. What is Deep Learning.srt	24.4 KB
3. BONUS Learning Paths.html	2.4 KB
4. Installing Python.mp4	21.4 MB
4. Installing Python.srt	16.7 KB
5. How to get the dataset.mp4	6.8 MB
5. How to get the dataset.srt	3.6 KB
6. Colab File.html	0.7 KB
6.1 DL-A-Z-Colab-Run-Instructions.ipynb.zip.zip	2.3 KB
6.2 DL Colab Changes.zip.zip	293.5 MB
7. BONUS Meet Your Instructors.html	1.2 KB
8. Some Additional Resources!!.html	0.6 KB
9. FAQBot!.html	1.8 KB
/10. Building a CNN/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.srt	3.6 KB
10. Building a CNN - Step 7.mp4	13.2 MB
10. Building a CNN - Step 7.srt	12.7 KB
11. Building a CNN - Step 8.mp4	7.1 MB
11. Building a CNN - Step 8.srt	5.8 KB
12. Building a CNN - Step 9.mp4	49.1 MB
12. Building a CNN - Step 9.srt	40.6 KB
13. Building a CNN - Step 10.mp4	21.5 MB
13. Building a CNN - Step 10.srt	17.7 KB
2. Installing Keras.html	0.9 KB
3. Introduction to CNNs.mp4	8.2 MB
3. Introduction to CNNs.srt	8.8 KB
4. Building a CNN - Step 1.mp4	20.1 MB
4. Building a CNN - Step 1.srt	19.0 KB
5. Building a CNN - Step 2.mp4	6.1 MB
5. Building a CNN - Step 2.srt	5.8 KB
6. Building a CNN - Step 3.mp4	2.3 MB
6. Building a CNN - Step 3.srt	2.4 KB
7. Building a CNN - Step 4.mp4	28.5 MB
7. Building a CNN - Step 4.srt	27.3 KB
8. Building a CNN - Step 5.mp4	10.4 MB
8. Building a CNN - Step 5.srt	10.1 KB
9. Building a CNN - Step 6.mp4	10.2 MB
9. Building a CNN - Step 6.srt	10.6 KB
/11. Homework - What's that pet/
1. Homework Instruction.html	0.8 KB
2. Homework Solution.mp4	42.9 MB
2. Homework Solution.srt	31.5 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.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
/15. Building a RNN/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.srt	3.6 KB
10. Building a RNN - Step 8.mp4	14.1 MB
10. Building a RNN - Step 8.srt	11.7 KB
11. Building a RNN - Step 9.mp4	8.6 MB
11. Building a RNN - Step 9.srt	6.7 KB
12. Building a RNN - Step 10.mp4	12.0 MB
12. Building a RNN - Step 10.srt	9.6 KB
13. Building a RNN - Step 11.mp4	30.7 MB
13. Building a RNN - Step 11.srt	19.1 KB
14. Building a RNN - Step 12.mp4	14.1 MB
14. Building a RNN - Step 12.srt	14.1 MB
15. Building a RNN - Step 13.mp4	41.8 MB
15. Building a RNN - Step 13.srt	31.7 KB
16. Building a RNN - Step 14.mp4	22.6 MB
16. Building a RNN - Step 14.srt	14.5 KB
17. Building a RNN - Step 15.mp4	22.7 MB
17. Building a RNN - Step 15.srt	18.1 KB
2. Installing Keras.html	0.9 KB
3. Building a RNN - Step 1.mp4	14.4 MB
3. Building a RNN - Step 1.srt	12.3 KB
4. Building a RNN - Step 2.mp4	16.4 MB
4. Building a RNN - Step 2.srt	13.0 KB
5. Building a RNN - Step 3.mp4	16.7 MB
5. Building a RNN - Step 3.srt	10.7 KB
6. Building a RNN - Step 4.mp4	38.9 MB
6. Building a RNN - Step 4.srt	26.0 KB
7. Building a RNN - Step 5.mp4	27.5 MB
7. Building a RNN - Step 5.srt	20.1 KB
8. Building a RNN - Step 6.mp4	7.1 MB
8. Building a RNN - Step 6.srt	6.3 KB
9. Building a RNN - Step 7.mp4	21.9 MB
9. Building a RNN - Step 7.srt	16.3 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.srt	6.8 KB
10. EXTRA K-means Clustering (part 3).mp4	19.4 MB
10. EXTRA K-means Clustering (part 3).srt	25.6 KB
2. How do Self-Organizing Maps Work.mp4	16.7 MB
2. How do Self-Organizing Maps Work.srt	18.7 KB
3. Why revisit K-Means.mp4	3.6 MB
3. Why revisit K-Means.srt	4.9 KB
4. K-Means Clustering (Refresher).mp4	22.3 MB
4. K-Means Clustering (Refresher).srt	31.6 KB
5. How do Self-Organizing Maps Learn (Part 1).mp4	26.3 MB
5. How do Self-Organizing Maps Learn (Part 1).srt	29.8 KB
6. How do Self-Organizing Maps Learn (Part 2).mp4	16.2 MB
6. How do Self-Organizing Maps Learn (Part 2).srt	18.8 KB
7. Live SOM example.mp4	13.3 MB
7. Live SOM example.srt	9.4 KB
8. Reading an Advanced SOM.mp4	45.3 MB
8. Reading an Advanced SOM.srt	29.2 KB
9. EXTRA K-means Clustering (part 2).mp4	12.9 MB
9. EXTRA K-means Clustering (part 2).srt	17.5 KB
/19. Building a SOM/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.srt	3.6 KB
2. Building a SOM - Step 1.mp4	32.2 MB
2. Building a SOM - Step 1.srt	26.9 KB
3. Building a SOM - Step 2.mp4	20.4 MB
3. Building a SOM - Step 2.srt	19.7 KB
4. Building a SOM - Step 3.mp4	37.8 MB
4. Building a SOM - Step 3.srt	36.1 KB
5. Building a SOM - Step 4.mp4	30.1 MB
5. Building a SOM - Step 4.srt	21.9 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.srt	6.8 KB
2. Mega Case Study - Step 2.mp4	10.1 MB
2. Mega Case Study - Step 2.srt	9.0 KB
3. Mega Case Study - Step 3.mp4	36.9 MB
3. Mega Case Study - Step 3.srt	28.4 KB
4. Mega Case Study - Step 4.mp4	23.8 MB
4. Mega Case Study - Step 4.srt	21.9 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.srt	5.3 KB
2. Boltzmann Machine.mp4	26.2 MB
2. Boltzmann Machine.srt	31.0 KB
3. Energy-Based Models (EBM).mp4	16.5 MB
3. Energy-Based Models (EBM).srt	22.4 KB
4. Editing Wikipedia - Our Contribution to the World.mp4	19.3 MB
4. Editing Wikipedia - Our Contribution to the World.srt	6.8 KB
5. Restricted Boltzmann Machine.mp4	33.4 MB
5. Restricted Boltzmann Machine.srt	38.7 KB
6. Contrastive Divergence.mp4	26.1 MB
6. Contrastive Divergence.srt	31.8 KB
7. Deep Belief Networks.mp4	10.8 MB
7. Deep Belief Networks.srt	10.8 KB
8. Deep Boltzmann Machines.mp4	5.1 MB
8. Deep Boltzmann Machines.srt	6.4 KB
/23. Building a Boltzmann Machine/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.srt	3.6 KB
10. Building a Boltzmann Machine - Step 6.mp4	19.7 MB
10. Building a Boltzmann Machine - Step 6.srt	16.4 KB
11. Building a Boltzmann Machine - Step 7.mp4	24.0 MB
11. Building a Boltzmann Machine - Step 7.srt	21.3 KB
12. Building a Boltzmann Machine - Step 8.mp4	30.6 MB
12. Building a Boltzmann Machine - Step 8.srt	25.3 KB
13. Building a Boltzmann Machine - Step 9.mp4	16.0 MB
13. Building a Boltzmann Machine - Step 9.srt	13.9 KB
14. Building a Boltzmann Machine - Step 10.mp4	25.6 MB
14. Building a Boltzmann Machine - Step 10.srt	23.1 KB
15. Building a Boltzmann Machine - Step 11.mp4	17.5 MB
15. Building a Boltzmann Machine - Step 11.srt	13.1 KB
16. Building a Boltzmann Machine - Step 12.mp4	32.5 MB
16. Building a Boltzmann Machine - Step 12.srt	25.2 KB
17. Building a Boltzmann Machine - Step 13.mp4	45.1 MB
17. Building a Boltzmann Machine - Step 13.srt	36.8 KB
18. Building a Boltzmann Machine - Step 14.mp4	42.4 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	22.1 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	22.2 MB
5. Building a Boltzmann Machine - Step 1.srt	18.9 KB
6. Building a Boltzmann Machine - Step 2.mp4	21.8 MB
6. Building a Boltzmann Machine - Step 2.srt	18.8 KB
7. Building a Boltzmann Machine - Step 3.mp4	19.1 MB
7. Building a Boltzmann Machine - Step 3.srt	16.8 KB
8. Building a Boltzmann Machine - Step 4.mp4	47.9 MB
8. Building a Boltzmann Machine - Step 4.srt	43.5 KB
9. Building a Boltzmann Machine - Step 5.mp4	11.7 MB
9. Building a Boltzmann Machine - Step 5.srt	10.6 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.srt	4.8 KB
10. Deep Autoencoders.mp4	3.0 MB
10. Deep Autoencoders.srt	3.9 KB
2. Auto Encoders.mp4	22.6 MB
2. Auto Encoders.srt	21.9 KB
3. A Note on Biases.mp4	2.1 MB
3. A Note on Biases.srt	2.8 KB
4. Training an Auto Encoder.mp4	11.7 MB
4. Training an Auto Encoder.srt	13.7 KB
5. Overcomplete hidden layers.mp4	6.7 MB
5. Overcomplete hidden layers.srt	8.3 KB
6. Sparse Autoencoders.mp4	12.1 MB
6. Sparse Autoencoders.srt	12.5 KB
7. Denoising Autoencoders.mp4	5.0 MB
7. Denoising Autoencoders.srt	5.4 KB
8. Contractive Autoencoders.mp4	4.6 MB
8. Contractive Autoencoders.srt	5.0 KB
9. Stacked Autoencoders.mp4	3.8 MB
9. Stacked Autoencoders.srt	3.4 KB
/26. Building an AutoEncoder/
1. How to get the dataset.mp4	6.8 MB
1. How to get the dataset.srt	3.6 KB
10. Building an AutoEncoder - Step 6.mp4	39.8 MB
10. Building an AutoEncoder - Step 6.srt	35.5 KB
11. Building an AutoEncoder - Step 7.mp4	35.3 MB
11. Building an AutoEncoder - Step 7.srt	28.3 KB
12. Building an AutoEncoder - Step 8.mp4	35.5 MB
12. Building an AutoEncoder - Step 8.srt	31.9 KB
13. Building an AutoEncoder - Step 9.mp4	33.1 MB
13. Building an AutoEncoder - Step 9.srt	27.8 KB
14. Building an AutoEncoder - Step 10.mp4	11.8 MB
14. Building an AutoEncoder - Step 10.srt	9.5 KB
15. Building an AutoEncoder - Step 11.mp4	29.7 MB
15. Building an AutoEncoder - Step 11.srt	24.5 KB
16. THANK YOU bonus video.mp4	54.8 MB
16. THANK YOU bonus video.srt	2.5 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.srt	23.6 KB
5. Building an AutoEncoder - Step 2.mp4	29.2 MB
5. Building an AutoEncoder - Step 2.srt	24.6 KB
6. Building an AutoEncoder - Step 3.mp4	21.1 MB
6. Building an AutoEncoder - Step 3.srt	16.6 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.srt	42.1 KB
9. Building an AutoEncoder - Step 5.mp4	12.4 MB
9. Building an AutoEncoder - Step 5.srt	10.2 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.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
/29. Data Preprocessing Template/
1. Data Preprocessing - Step 1.mp4	13.9 MB
1. Data Preprocessing - Step 1.srt	15.7 KB
2. Data Preprocessing - Step 2.mp4	16.6 MB
2. Data Preprocessing - Step 2.srt	15.5 KB
3. Data Preprocessing - Step 3.mp4	22.8 MB
3. Data Preprocessing - Step 3.srt	19.9 KB
4. Data Preprocessing - Step 4.mp4	30.4 MB
4. Data Preprocessing - Step 4.srt	24.6 KB
5. Data Preprocessing - Step 5.mp4	24.0 MB
5. Data Preprocessing - Step 5.srt	21.7 KB
6. Data Preprocessing - Step 6.mp4	23.9 MB
6. Data Preprocessing - Step 6.srt	21.9 KB
7. Data Preprocessing Template.mp4	8.5 MB
7. Data Preprocessing Template.srt	8.1 KB
/3. ANN Intuition/
1. Plan of Attack.mp4	5.0 MB
1. Plan of Attack.srt	5.7 KB
2. The Neuron.mp4	31.0 MB
2. The Neuron.srt	36.6 KB
3. The Activation Function.mp4	15.5 MB
3. The Activation Function.srt	17.3 KB
4. How do Neural Networks work.mp4	24.7 MB
4. How do Neural Networks work.srt	26.9 KB
5. How do Neural Networks learn.mp4	27.8 MB
5. How do Neural Networks learn.srt	28.1 KB
6. Gradient Descent.mp4	19.4 MB
6. Gradient Descent.srt	19.6 KB
7. Stochastic Gradient Descent.mp4	17.6 MB
7. Stochastic Gradient Descent.srt	18.0 KB
8. Backpropagation.mp4	11.5 MB
8. Backpropagation.srt	10.2 KB
/30. Classification Template/
1. Logistic Regression Implementation - Step 1.mp4	12.8 MB
1. Logistic Regression Implementation - Step 1.srt	10.0 KB
2. Logistic Regression Implementation - Step 2.mp4	8.5 MB
2. Logistic Regression Implementation - Step 2.srt	6.2 KB
3. Logistic Regression Implementation - Step 3.mp4	6.2 MB
3. Logistic Regression Implementation - Step 3.srt	5.1 KB
4. Logistic Regression Implementation - Step 4.mp4	10.1 MB
4. Logistic Regression Implementation - Step 4.srt	8.3 KB
5. Logistic Regression Implementation - Step 5.mp4	44.6 MB
5. Logistic Regression Implementation - Step 5.srt	35.8 KB
6. Classification Template.mp4	12.3 MB
6. Classification Template.srt	8.4 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.srt	6.2 KB
11. Building an ANN - Step 7.mp4	9.4 MB
11. Building an ANN - Step 7.srt	8.1 KB
12. Building an ANN - Step 8.mp4	19.1 MB
12. Building an ANN - Step 8.srt	15.6 KB
13. Building an ANN - Step 9.mp4	17.7 MB
13. Building an ANN - Step 9.srt	12.0 KB
14. Building an ANN - Step 10.mp4	18.3 MB
14. Building an ANN - Step 10.srt	14.4 KB
2. How to get the dataset.mp4	6.8 MB
2. How to get the dataset.srt	3.6 KB
3. Business Problem Description.mp4	17.2 MB
3. Business Problem Description.srt	10.6 KB
4. Installing Keras.html	1.4 KB
5. Building an ANN - Step 1.mp4	25.5 MB
5. Building an ANN - Step 1.srt	27.2 KB
6. Building an ANN - Step 2.mp4	48.1 MB
6. Building an ANN - Step 2.srt	36.8 KB
7. Building an ANN - Step 3.mp4	8.8 MB
7. Building an ANN - Step 3.srt	6.7 KB
8. Building an ANN - Step 4.mp4	6.2 MB
8. Building an ANN - Step 4.srt	4.6 KB
9. Building an ANN - Step 5.mp4	31.0 MB
9. Building an ANN - Step 5.srt	25.5 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.srt	21.7 KB
/6. Evaluating, Improving and Tuning the ANN/
1. Evaluating the ANN.mp4	58.5 MB
1. Evaluating the ANN.srt	41.1 KB
2. Improving the ANN.mp4	20.8 MB
2. Improving the ANN.srt	14.0 KB
3. Tuning the ANN.mp4	53.2 MB
3. Tuning the ANN.srt	37.5 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.srt	35.4 KB
2. Plan of attack.mp4	5.2 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	39.5 KB
9. Summary.mp4	8.3 MB
9. Summary.srt	8.7 KB
/
Read Me.txt	1.0 KB
[FreeAllCourse.Com].URL	0.2 KB
Total files 348