[DesireCourse Net] Udemy - Deep Learning and NLP A-Z™ How to Create a ChatBot
File List
| File | Size |
|---|---|
| 1. Welcome to the course!/1. Get Excited!.mp4 | 14.12 MB |
| 1. Welcome to the course!/1. Get Excited!.srt | 7.78 KB |
| 1. Welcome to the course!/2. Applications.mp4 | 9.74 MB |
| 1. Welcome to the course!/2. Applications.srt | 7.84 KB |
| 1. Welcome to the course!/3. BONUS Learning Paths.html | 2.37 KB |
| 1. Welcome to the course!/4. Some Additional Resources!!.html | 644 B |
| 1. Welcome to the course!/5. This PDF resource will help you a lot!.html | 773 B |
| 1. Welcome to the course!/5.1 NLP (2).pdf.pdf | 1.04 MB |
| 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.mp4 | 4.74 MB |
| 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.srt | 4 KB |
| 10. Annex 1 Artificial Neural Networks/2. The Neuron.mp4 | 29.57 MB |
| 10. Annex 1 Artificial Neural Networks/2. The Neuron.srt | 24.94 KB |
| 10. Annex 1 Artificial Neural Networks/3. The Activation Function.mp4 | 14.75 MB |
| 10. Annex 1 Artificial Neural Networks/3. The Activation Function.srt | 12.03 KB |
| 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.mp4 | 23.53 MB |
| 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.srt | 19.11 KB |
| 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.mp4 | 26.55 MB |
| 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.srt | 18.95 KB |
| 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.mp4 | 18.54 MB |
| 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.srt | 14.02 KB |
| 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.mp4 | 16.81 MB |
| 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.srt | 12.14 KB |
| 10. Annex 1 Artificial Neural Networks/8. Backpropagation.mp4 | 10.93 MB |
| 10. Annex 1 Artificial Neural Networks/8. Backpropagation.srt | 7.11 KB |
| 11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.mp4 | 4.2 MB |
| 11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.srt | 3.55 KB |
| 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.mp4 | 37.42 MB |
| 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.srt | 23.81 KB |
| 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.mp4 | 29.01 MB |
| 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.srt | 20.83 KB |
| 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.mp4 | 45.97 MB |
| 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.srt | 28.2 KB |
| 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.mp4 | 52.85 MB |
| 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.srt | 20.93 KB |
| 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.mp4 | 7.35 MB |
| 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.srt | 4.86 KB |
| 12. Bonus Lectures/1. YOUR SPECIAL BONUS.html | 1.04 KB |
| 2. Deep NLP Intuition/1. What You'll Need For This Module.html | 449 B |
| 2. Deep NLP Intuition/10. Seq2Seq Training.mp4 | 22.55 MB |
| 2. Deep NLP Intuition/10. Seq2Seq Training.srt | 14.07 KB |
| 2. Deep NLP Intuition/11. Beam Search Decoding.mp4 | 18.03 MB |
| 2. Deep NLP Intuition/11. Beam Search Decoding.srt | 12.55 KB |
| 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp4 | 30.82 MB |
| 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).srt | 21.24 KB |
| 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).mp4 | 20.27 MB |
| 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).srt | 13.27 KB |
| 2. Deep NLP Intuition/2. Updates on Udemy Reviews.mp4 | 46.16 MB |
| 2. Deep NLP Intuition/2. Updates on Udemy Reviews.srt | 3.27 KB |
| 2. Deep NLP Intuition/3. Plan of Attack.mp4 | 6.96 MB |
| 2. Deep NLP Intuition/3. Plan of Attack.srt | 5.42 KB |
| 2. Deep NLP Intuition/4. Types of Natural Language Processing.mp4 | 7.82 MB |
| 2. Deep NLP Intuition/4. Types of Natural Language Processing.srt | 5.29 KB |
| 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.mp4 | 23.18 MB |
| 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.srt | 14.92 KB |
| 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.mp4 | 29.94 MB |
| 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.srt | 20.64 KB |
| 2. Deep NLP Intuition/7. Bag-of-words model.mp4 | 34.09 MB |
| 2. Deep NLP Intuition/7. Bag-of-words model.srt | 24.28 KB |
| 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp4 | 23.9 MB |
| 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).srt | 16.11 KB |
| 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).mp4 | 23.14 MB |
| 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).srt | 15.25 KB |
| 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp4 | 8.83 MB |
| 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.srt | 7.25 KB |
| 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.mp4 | 22.34 MB |
| 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.srt | 15.22 KB |
| 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp4 | 18.16 MB |
| 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.srt | 11.05 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp4 | 8.13 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.srt | 0 B |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp4 | 27.46 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.srt | 15.27 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp4 | 15.89 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.srt | 9.35 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp4 | 12.2 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.srt | 7.01 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp4 | 13.08 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.srt | 7.26 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp4 | 20.96 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.srt | 13.15 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp4 | 43.56 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.srt | 19.68 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/16. Checkpoint!.html | 4.76 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp4 | 4.42 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.srt | 3.72 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp4 | 11.86 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.srt | 7.4 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp4 | 18.35 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.srt | 11.45 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp4 | 25.06 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.srt | 13.66 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp4 | 19.93 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.srt | 13.89 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp4 | 22.48 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.srt | 11.71 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp4 | 16.15 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.srt | 7.93 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp4 | 16.47 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.srt | 8.79 KB |
| 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html | 456 B |
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