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1. Welcome to the course!/1. Get Excited!.vtt
6.72KB
1. Welcome to the course!/2. Applications.mp4
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1. Welcome to the course!/2. Applications.vtt
6.94KB
1. Welcome to the course!/3. BONUS Learning Paths.html
1.9KB
1. Welcome to the course!/4. Some Additional Resources!!.html
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1. Welcome to the course!/5. This PDF resource will help you a lot!.html
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1. Welcome to the course!/5.1 NLP (2).pdf.pdf
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10. Annex 1 Artificial Neural Networks/1. Plan of Attack.mp4
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10. Annex 1 Artificial Neural Networks/1. Plan of Attack.vtt
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10. Annex 1 Artificial Neural Networks/2. The Neuron.mp4
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10. Annex 1 Artificial Neural Networks/3. The Activation Function.mp4
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10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.mp4
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10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.mp4
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10. Annex 1 Artificial Neural Networks/6. Gradient Descent.mp4
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10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.mp4
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10. Annex 1 Artificial Neural Networks/8. Backpropagation.mp4
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11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.mp4
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11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.mp4
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11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.vtt
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11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.mp4
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11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.mp4
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11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.mp4
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11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.mp4
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11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.vtt
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2. Deep NLP Intuition/1. What You'll Need For This Module.html
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2. Deep NLP Intuition/10. Seq2Seq Training.mp4
22.55MB
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2. Deep NLP Intuition/11. Beam Search Decoding.mp4
18.03MB
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2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp4
30.83MB
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2. Deep NLP Intuition/3. Plan of Attack.mp4
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2. Deep NLP Intuition/7. Bag-of-words model.mp4
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21KB
2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp4
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3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp4
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3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp4
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4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp4
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4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp4
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4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp4
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4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp4
12.2MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.vtt
6.11KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp4
13.08MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.vtt
6.3KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp4
20.96MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.vtt
11.38KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp4
43.57MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.vtt
17.06KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/16. Checkpoint!.html
4.76KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp4
4.43MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.vtt
3.24KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp4
11.87MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.vtt
6.39KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp4
18.36MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.vtt
10.03KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp4
25.07MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.vtt
11.94KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp4
19.94MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.vtt
12.14KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp4
22.48MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.vtt
10.09KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp4
16.16MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.vtt
6.88KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp4
16.47MB
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4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.vtt
7.68KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html
456B
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/10. Checkpoint!.html
14.25KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.mp4
8.16MB
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.vtt
8B
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.mp4
18.84MB
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.vtt
10.21KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.mp4
34.15MB
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.vtt
16.56KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.mp4
37.83MB
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.vtt
18.14KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.mp4
55.34MB
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.vtt
22.87KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.mp4
54.44MB
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.vtt
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.mp4
50.44MB
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.vtt
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.mp4
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5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.vtt
21.5KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.vtt
22.11KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.vtt
8.55KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/15. Checkpoint!.html
22.41KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.mp4
25.95MB
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.vtt
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.mp4
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6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.vtt
15.4KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html
457B
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.mp4
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.vtt
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.mp4
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.vtt
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.mp4
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.vtt
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.mp4
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.vtt
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 40.html
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7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/7. Checkpoint!.html
24.33KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8. Training the ChatBot on Google Colab with GPU.html
3.11KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8.1 Seq2Seq - Colab.zip.zip
6.08KB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1. ChatBot - Step 41 Improving & Tuning the ChatBot.html
1.42KB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1.1 seq2seq-chatbot-master.zip.zip
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8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.mp4
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8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2.1 seq2seq-chatbot-master.zip.zip
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8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.mp4
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8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.vtt
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8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.mp4
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8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.mp4
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8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5.1 seq2seq-chatbot-master.zip.zip
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9. Other ChatBot Implementations/1. What You'll Need For This Module.html
457B
9. Other ChatBot Implementations/2. The Best ChatBot.mp4
39.42MB
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9. Other ChatBot Implementations/2.1 The Best ChatBot.zip.zip
797.98MB
9. Other ChatBot Implementations/3. A ChatBot Implementation in TensorFlow 1.4.html
344B
9. Other ChatBot Implementations/3.1 TensorFlow1.4.zip.zip
9.12MB
9. Other ChatBot Implementations/4. A ChatBot Implementation in PyTorch.html
496B
9. Other ChatBot Implementations/4.1 PyTorch.zip.zip
1.28MB
9. Other ChatBot Implementations/5. THANK YOU bonus video.mp4
52.25MB
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[FreeCourseLab.com].url
126B