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GetFreeCourses Co-Udemy-Deep Learning and NLP A-Zâ„¢ How to create a ChatBot
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Torrent Files List
1. Welcome to the course! (Size: 2.00 GB) (Files: 183)
1. Welcome to the course!
1. Get Excited!.mp4
1. Get Excited!.srt
2. Applications.mp4
2. Applications.srt
3. BONUS Learning Paths.html
4. Some Additional Resources!!.html
5. This PDF resource will help you a lot!.html
5.1 NLP (2).pdf
10. Annex 1 Artificial Neural Networks
1. Plan of Attack.mp4
1. Plan of Attack.srt
2. The Neuron.mp4
2. The Neuron.srt
3. The Activation Function.mp4
3. The Activation Function.srt
4. How do Neural Networks work.mp4
4. How do Neural Networks work.srt
5. How do Neural Networks learn.mp4
5. How do Neural Networks learn.srt
6. Gradient Descent.mp4
6. Gradient Descent.srt
7. Stochastic Gradient Descent.mp4
7. Stochastic Gradient Descent.srt
8. Backpropagation.mp4
8. Backpropagation.srt
11. Annex 2 Recurrent Neural Networks
1. Plan of Attack.mp4
1. Plan of Attack.srt
2. What are Recurrent Neural Networks.mp4
2. What are Recurrent Neural Networks.srt
3. Vanishing Gradient Problems for RNNs.mp4
3. Vanishing Gradient Problems for RNNs.srt
4. Long Short Term Memory.mp4
4. Long Short Term Memory.srt
5. Practical Intuition.mp4
5. Practical Intuition.srt
6. Long Short Term Memory Variations.mp4
6. Long Short Term Memory Variations.srt
12. Bonus Lectures
1. YOUR SPECIAL BONUS.html
2. Deep NLP Intuition
1. What You'll Need For This Module.html
10. Seq2Seq Training.mp4
10. Seq2Seq Training.srt
11. Beam Search Decoding.mp4
11. Beam Search Decoding.srt
12. Attention Mechanisms (Part 1).mp4
12. Attention Mechanisms (Part 1).srt
13. Attention Mechanisms (Part 2).mp4
13. Attention Mechanisms (Part 2).srt
2. Updates on Udemy Reviews.mp4
2. Updates on Udemy Reviews.srt
3. Plan of Attack.mp4
3. Plan of Attack.srt
4. Types of Natural Language Processing.mp4
4. Types of Natural Language Processing.srt
5. Classical vs Deep Learning Models.mp4
5. Classical vs Deep Learning Models.srt
6. End-to-end Deep Learning Models.mp4
6. End-to-end Deep Learning Models.srt
7. Bag-of-words model.mp4
7. Bag-of-words model.srt
8. Seq2Seq Architecture (Part 1).mp4
8. Seq2Seq Architecture (Part 1).srt
9. Seq2Seq Architecture (Part 2).mp4
9. Seq2Seq Architecture (Part 2).srt
3. Building a ChatBot with Deep NLP
1. ChatBot - Step 1.mp4
1. ChatBot - Step 1.srt
2. ChatBot - Step 2.mp4
2. ChatBot - Step 2.srt
3. ChatBot - Step 3.mp4
3. ChatBot - Step 3.srt
4. ---------- PART 1 - DATA PREPROCESSING ----------
1. Welcome to Part 1 - Data Preprocessing.mp4
1. Welcome to Part 1 - Data Preprocessing.srt
10. ChatBot - Step 12.mp4
10. ChatBot - Step 12.srt
11. ChatBot - Step 13.mp4
11. ChatBot - Step 13.srt
12. ChatBot - Step 14.mp4
12. ChatBot - Step 14.srt
13. ChatBot - Step 15.mp4
13. ChatBot - Step 15.srt
14. ChatBot - Step 16.mp4
14. ChatBot - Step 16.srt
15. ChatBot - Step 17.mp4
15. ChatBot - Step 17.srt
16. Checkpoint!.html
2. ChatBot - Step 4.mp4
2. ChatBot - Step 4.srt
3. ChatBot - Step 5.mp4
3. ChatBot - Step 5.srt
4. ChatBot - Step 6.mp4
4. ChatBot - Step 6.srt
5. ChatBot - Step 7.mp4
5. ChatBot - Step 7.srt
6. ChatBot - Step 8.mp4
6. ChatBot - Step 8.srt
7. ChatBot - Step 9.mp4
7. ChatBot - Step 9.srt
8. ChatBot - Step 10.mp4
8. ChatBot - Step 10.srt
9. ChatBot - Step 11.mp4
9. ChatBot - Step 11.srt
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------
1. What You'll Need For This Module.html
10. Checkpoint!.html
2. Welcome to Part 2 - Building the Seq2Seq Model.mp4
2. Welcome to Part 2 - Building the Seq2Seq Model.srt
3. ChatBot - Step 18.mp4
3. ChatBot - Step 18.srt
4. ChatBot - Step 19.mp4
4. ChatBot - Step 19.srt
5. ChatBot - Step 20.mp4
5. ChatBot - Step 20.srt
6. ChatBot - Step 21.mp4
6. ChatBot - Step 21.srt
7. ChatBot - Step 22.mp4
7. ChatBot - Step 22.srt
8. ChatBot - Step 23.mp4
8. ChatBot - Step 23.srt
9. ChatBot - Step 24.mp4
9. ChatBot - Step 24.srt
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------
1. What You'll Need For This Module.html
10. ChatBot - Step 32.mp4
10. ChatBot - Step 32.srt
11. ChatBot - Step 33.mp4
11. ChatBot - Step 33.srt
12. ChatBot - Step 34.mp4
12. ChatBot - Step 34.srt
13. ChatBot - Step 35.mp4
13. ChatBot - Step 35.srt
14. ChatBot - Step 36.mp4
14. ChatBot - Step 36.srt
15. Checkpoint!.html
2. Welcome to Part 3 - Training the Seq2Seq Model.mp4
2. Welcome to Part 3 - Training the Seq2Seq Model.srt
3. ChatBot - Step 25.mp4
3. ChatBot - Step 25.srt
4. ChatBot - Step 26.mp4
4. ChatBot - Step 26.srt
5. ChatBot - Step 27.mp4
5. ChatBot - Step 27.srt
6. ChatBot - Step 28.mp4
6. ChatBot - Step 28.srt
7. ChatBot - Step 29.mp4
7. ChatBot - Step 29.srt
8. ChatBot - Step 30.mp4
8. ChatBot - Step 30.srt
9. ChatBot - Step 31.mp4
9. ChatBot - Step 31.srt
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------
1. What You'll Need For This Module.html
2. Welcome to Part 4 - Testing the Seq2Seq Model.mp4
2. Welcome to Part 4 - Testing the Seq2Seq Model.srt
3. ChatBot - Step 37.mp4
3. ChatBot - Step 37.srt
4. ChatBot - Step 38.mp4
4. ChatBot - Step 38.srt
5. ChatBot - Step 39.mp4
5. ChatBot - Step 39.srt
6. ChatBot - Step 40.html
7. Checkpoint!.html
8. Training the ChatBot on Google Colab with GPU.html
8.1 Seq2Seq - Colab.zip
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------
1. ChatBot - Step 41 Improving & Tuning the ChatBot.html
1.1 seq2seq-chatbot-master.zip
2. ChatBot - Step 42 Introduction to a new model & setup.mp4
2. ChatBot - Step 42 Introduction to a new model & setup.srt
2.1 seq2seq-chatbot-master.zip
3. ChatBot - Step 43 Chatbot model discussion.mp4
3. ChatBot - Step 43 Chatbot model discussion.srt
4. ChatBot - Step 44 Tensorboard.mp4
4. ChatBot - Step 44 Tensorboard.srt
5. ChatBot - Step 45 Run the new chatbot model.mp4
5. ChatBot - Step 45 Run the new chatbot model.srt
5.1 seq2seq-chatbot-master.zip
9. Other ChatBot Implementations
1. What You'll Need For This Module.html
2. The Best ChatBot.mp4
2. The Best ChatBot.srt
2.1 The Best ChatBot.zip
3. A ChatBot Implementation in TensorFlow 1.4.html
3.1 TensorFlow1.4.zip
4. A ChatBot Implementation in PyTorch.html
4.1 PyTorch.zip
5. THANK YOU bonus video.mp4
5. THANK YOU bonus video.srt
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