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Name:[UdemyCourseDownloader] Deep Learning and NLP A-Z™ How to create a ChatBot
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Age:1 week
Files:174
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 [UdemyCourseDownloader] Deep Learning and NLP A-Z™ How to create a ChatBot

 01. Welcome to the course!

 1. Get Excited!.mp4
14 MB
 1. Get Excited!.vtt
6 KB
 2. Applications.mp4
9 MB
 2. Applications.vtt
6 KB
 3. Some Additional Resources!!.html
644
 02. Deep NLP Intuition

 1. What You'll Need For This Module.html
449
 2. Updates on Udemy Reviews.mp4
46 MB
 2. Updates on Udemy Reviews.vtt
2 KB
 3. Plan of Attack.mp4
6 MB
 3. Plan of Attack.vtt
4 KB
 4. Types of Natural Language Processing.mp4
7 MB
 4. Types of Natural Language Processing.vtt
4 KB
 5. Classical vs Deep Learning Models.mp4
23 MB
 5. Classical vs Deep Learning Models.vtt
13 KB
 6. End-to-end Deep Learning Models.mp4
29 MB
 6. End-to-end Deep Learning Models.vtt
18 KB
 7. Bag-of-words model.mp4
34 MB
 7. Bag-of-words model.vtt
21 KB
 8. Seq2Seq Architecture (Part 1).mp4
23 MB
 8. Seq2Seq Architecture (Part 1).vtt
14 KB
 9. Seq2Seq Architecture (Part 2).mp4
23 MB
 9. Seq2Seq Architecture (Part 2).vtt
13 KB
 10. Seq2Seq Training.mp4
22 MB
 10. Seq2Seq Training.vtt
12 KB
 11. Beam Search Decoding.mp4
18 MB
 11. Beam Search Decoding.vtt
10 KB
 12. Attention Mechanisms (Part 1).mp4
30 MB
 12. Attention Mechanisms (Part 1).vtt
18 KB
 13. Attention Mechanisms (Part 2).mp4
20 MB
 13. Attention Mechanisms (Part 2).vtt
11 KB
 03. Building a ChatBot with Deep NLP

 1. ChatBot - Step 1.mp4
8 MB
 1. ChatBot - Step 1.vtt
6 KB
 2. ChatBot - Step 2.mp4
22 MB
 2. ChatBot - Step 2.vtt
13 KB
 3. ChatBot - Step 3.mp4
18 MB
 3. ChatBot - Step 3.vtt
9 KB
 04. ---------- PART 1 - DATA PREPROCESSING ----------

 1. Welcome to Part 1 - Data Preprocessing.mp4
8 MB
 1. Welcome to Part 1 - Data Preprocessing.vtt
8
 2. ChatBot - Step 4.mp4
4 MB
 2. ChatBot - Step 4.vtt
3 KB
 3. ChatBot - Step 5.mp4
11 MB
 3. ChatBot - Step 5.vtt
6 KB
 4. ChatBot - Step 6.mp4
18 MB
 4. ChatBot - Step 6.vtt
10 KB
 5. ChatBot - Step 7.mp4
25 MB
 5. ChatBot - Step 7.vtt
11 KB
 6. ChatBot - Step 8.mp4
19 MB
 6. ChatBot - Step 8.vtt
12 KB
 7. ChatBot - Step 9.mp4
22 MB
 7. ChatBot - Step 9.vtt
10 KB
 8. ChatBot - Step 10.mp4
16 MB
 8. ChatBot - Step 10.vtt
6 KB
 9. ChatBot - Step 11.mp4
16 MB
 9. ChatBot - Step 11.vtt
7 KB
 10. ChatBot - Step 12.mp4
27 MB
 10. ChatBot - Step 12.vtt
13 KB
 11. ChatBot - Step 13.mp4
15 MB
 11. ChatBot - Step 13.vtt
8 KB
 12. ChatBot - Step 14.mp4
12 MB
 12. ChatBot - Step 14.vtt
6 KB
 13. ChatBot - Step 15.mp4
13 MB
 13. ChatBot - Step 15.vtt
6 KB
 14. ChatBot - Step 16.mp4
20 MB
 14. ChatBot - Step 16.vtt
11 KB
 15. ChatBot - Step 17.mp4
43 MB
 15. ChatBot - Step 17.vtt
17 KB
 16. Checkpoint!.html
4 KB
 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------

 1. What You'll Need For This Module.html
456
 2. Welcome to Part 2 - Building the Seq2Seq Model.mp4
8 MB
 2. Welcome to Part 2 - Building the Seq2Seq Model.vtt
8
 3. ChatBot - Step 18.mp4
18 MB
 3. ChatBot - Step 18.vtt
10 KB
 4. ChatBot - Step 19.mp4
34 MB
 4. ChatBot - Step 19.vtt
16 KB
 5. ChatBot - Step 20.mp4
37 MB
 5. ChatBot - Step 20.vtt
18 KB
 6. ChatBot - Step 21.mp4
55 MB
 6. ChatBot - Step 21.vtt
22 KB
 7. ChatBot - Step 22.mp4
54 MB
 7. ChatBot - Step 22.vtt
21 KB
 8. ChatBot - Step 23.mp4
50 MB
 8. ChatBot - Step 23.vtt
21 KB
 9. ChatBot - Step 24.mp4
35 MB
 9. ChatBot - Step 24.vtt
21 KB
 10. Checkpoint!.html
14 KB
 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------

 1. What You'll Need For This Module.html
457
 2. Welcome to Part 3 - Training the Seq2Seq Model.mp4
8 MB
 2. Welcome to Part 3 - Training the Seq2Seq Model.vtt
8
 3. ChatBot - Step 25.mp4
25 MB
 3. ChatBot - Step 25.vtt
13 KB
 4. ChatBot - Step 26.mp4
3 MB
 4. ChatBot - Step 26.vtt
2 KB
 5. ChatBot - Step 27.mp4
7 MB
 5. ChatBot - Step 27.vtt
2 KB
 6. ChatBot - Step 28.mp4
13 MB
 6. ChatBot - Step 28.vtt
4 KB
 7. ChatBot - Step 29.mp4
6 MB
 7. ChatBot - Step 29.vtt
3 KB
 8. ChatBot - Step 30.mp4
14 MB
 8. ChatBot - Step 30.vtt
8 KB
 9. ChatBot - Step 31.mp4
23 MB
 9. ChatBot - Step 31.vtt
15 KB
 10. ChatBot - Step 32.mp4
22 MB
 10. ChatBot - Step 32.vtt
11 KB
 11. ChatBot - Step 33.mp4
31 MB
 11. ChatBot - Step 33.vtt
15 KB
 12. ChatBot - Step 34.mp4
19 MB
 12. ChatBot - Step 34.vtt
8 KB
 13. ChatBot - Step 35.mp4
54 MB
 13. ChatBot - Step 35.vtt
22 KB
 14. ChatBot - Step 36.mp4
24 MB
 14. ChatBot - Step 36.vtt
8 KB
 15. Checkpoint!.html
22 KB
 07. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------

 1. What You'll Need For This Module.html
457
 2. Welcome to Part 4 - Testing the Seq2Seq Model.mp4
6 MB
 2. Welcome to Part 4 - Testing the Seq2Seq Model.vtt
8
 3. ChatBot - Step 37.mp4
10 MB
 3. ChatBot - Step 37.vtt
5 KB
 4. ChatBot - Step 38.mp4
6 MB
 4. ChatBot - Step 38.vtt
3 KB
 5. ChatBot - Step 39.mp4
34 MB
 5. ChatBot - Step 39.vtt
16 KB
 6. ChatBot - Step 40.html
28 KB
 7. Checkpoint!.html
24 KB
 08. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------

 1.1 seq2seq-chatbot-master.zip.zip
1 GB
 1. ChatBot - Step 41 Improving & Tuning the ChatBot.html
1 KB
 2.1 seq2seq-chatbot-master.zip.zip
1 GB
 2. ChatBot - Step 42 Introduction to a new model & setup.mp4
35 MB
 2. ChatBot - Step 42 Introduction to a new model & setup.vtt
3 KB
 3. ChatBot - Step 43 Chatbot model discussion.mp4
99 MB
 3. ChatBot - Step 43 Chatbot model discussion.vtt
10 KB
 4. ChatBot - Step 44 Tensorboard.mp4
59 MB
 4. ChatBot - Step 44 Tensorboard.vtt
5 KB
 5.1 seq2seq-chatbot-master.zip.zip
1 GB
 5. ChatBot - Step 45 Run the new chatbot model.mp4
35 MB
 5. ChatBot - Step 45 Run the new chatbot model.vtt
5 KB
 09. Other ChatBot Implementations

 1. What You'll Need For This Module.html
457
 2.1 The Best ChatBot.zip.zip
797 MB
 2. The Best ChatBot.mp4
39 MB
 2. The Best ChatBot.vtt
19 KB
 3.1 TensorFlow1.4.zip.zip
9 MB
 3. A ChatBot Implementation in TensorFlow 1.4.html
344
 4.1 PyTorch.zip.zip
1 MB
 4. A ChatBot Implementation in PyTorch.html
496
 10. Annex 1 Artificial Neural Networks

 1. Plan of Attack.mp4
4 MB
 1. Plan of Attack.vtt
3 KB
 2. The Neuron.mp4
29 MB
 2. The Neuron.vtt
21 KB
 3. The Activation Function.mp4
14 MB
 3. The Activation Function.vtt
10 KB
 4. How do Neural Networks work.mp4
23 MB
 4. How do Neural Networks work.vtt
16 KB
 5. How do Neural Networks learn.mp4
26 MB
 5. How do Neural Networks learn.vtt
16 KB
 6. Gradient Descent.mp4
18 MB
 6. Gradient Descent.vtt
12 KB
 7. Stochastic Gradient Descent.mp4
16 MB
 7. Stochastic Gradient Descent.vtt
10 KB
 8. Backpropagation.mp4
10 MB
 8. Backpropagation.vtt
6 KB
 11. Annex 2 Recurrent Neural Networks

 1. Plan of Attack.mp4
4 MB
 1. Plan of Attack.vtt
3 KB
 2. What are Recurrent Neural Networks.mp4
37 MB
 2. What are Recurrent Neural Networks.vtt
20 KB
 3. Vanishing Gradient Problems for RNNs.mp4
29 MB
 3. Vanishing Gradient Problems for RNNs.vtt
18 KB
 4. Long Short Term Memory.mp4
45 MB
 4. Long Short Term Memory.vtt
24 KB
 5. Practical Intuition.mp4
52 MB
 5. Practical Intuition.vtt
18 KB
 6. Long Short Term Memory Variations.mp4
7 MB
 6. Long Short Term Memory Variations.vtt
4 KB
 Udemy Course downloader.txt
94
132
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