Filename | Size |
| 1. Welcome to the course!/1. Get Excited!.mp4 | 14.1 MB |
| 1. Welcome to the course!/1. Get Excited!.vtt | 6.7 KB |
| 1. Welcome to the course!/2. Applications.mp4 | 9.7 MB |
| 1. Welcome to the course!/2. Applications.vtt | 6.9 KB |
| 1. Welcome to the course!/3. BONUS Learning Paths.html | 1.9 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 MB |
| 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.mp4 | 4.8 MB |
| 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.vtt | 3.5 KB |
| 10. Annex 1 Artificial Neural Networks/2. The Neuron.mp4 | 29.6 MB |
| 10. Annex 1 Artificial Neural Networks/2. The Neuron.vtt | 21.8 KB |
| 10. Annex 1 Artificial Neural Networks/3. The Activation Function.mp4 | 14.8 MB |
| 10. Annex 1 Artificial Neural Networks/3. The Activation Function.vtt | 10.6 KB |
| 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.mp4 | 23.5 MB |
| 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.vtt | 16.8 KB |
| 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.mp4 | 26.6 MB |
| 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.vtt | 16.5 KB |
| 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.mp4 | 18.5 MB |
| 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.vtt | 12.3 KB |
| 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.mp4 | 16.8 MB |
| 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.vtt | 10.7 KB |
| 10. Annex 1 Artificial Neural Networks/8. Backpropagation.mp4 | 10.9 MB |
| 10. Annex 1 Artificial Neural Networks/8. Backpropagation.vtt | 6.3 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.vtt | 3.1 KB |
| 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.mp4 | 37.4 MB |
| 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.vtt | 20.8 KB |
| 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.mp4 | 29 MB |
| 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.vtt | 18.3 KB |
| 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.mp4 | 46 MB |
| 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.vtt | 24.6 KB |
| 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.mp4 | 52.9 MB |
| 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.vtt | 18.3 KB |
| 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.mp4 | 7.3 MB |
| 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.vtt | 4.3 KB |
| 2. Deep NLP Intuition/1. What You'll Need For This Module.html | 449 B |
| 2. Deep NLP Intuition/10. Seq2Seq Training.mp4 | 22.6 MB |
| 2. Deep NLP Intuition/10. Seq2Seq Training.vtt | 12.3 KB |
| 2. Deep NLP Intuition/11. Beam Search Decoding.mp4 | 18 MB |
| 2. Deep NLP Intuition/11. Beam Search Decoding.vtt | 11 KB |
| 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp4 | 30.8 MB |
| 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).vtt | 18.4 KB |
| 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).mp4 | 20.3 MB |
| 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).vtt | 11.6 KB |
| 2. Deep NLP Intuition/2. Updates on Udemy Reviews.mp4 | 46.2 MB |
| 2. Deep NLP Intuition/2. Updates on Udemy Reviews.vtt | 2.9 KB |
| 2. Deep NLP Intuition/3. Plan of Attack.mp4 | 7 MB |
| 2. Deep NLP Intuition/3. Plan of Attack.vtt | 4.8 KB |
| 2. Deep NLP Intuition/4. Types of Natural Language Processing.mp4 | 7.8 MB |
| 2. Deep NLP Intuition/4. Types of Natural Language Processing.vtt | 4.7 KB |
| 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.mp4 | 23.2 MB |
| 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.vtt | 13.1 KB |
| 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.mp4 | 29.9 MB |
| 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.vtt | 18.1 KB |
| 2. Deep NLP Intuition/7. Bag-of-words model.mp4 | 34.1 MB |
| 2. Deep NLP Intuition/7. Bag-of-words model.vtt | 21 KB |
| 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp4 | 23.9 MB |
| 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).vtt | 14.1 KB |
| 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).mp4 | 23.1 MB |
| 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).vtt | 13.4 KB |
| 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp4 | 8.8 MB |
| 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.vtt | 6.4 KB |
| 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.mp4 | 22.3 MB |
| 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.vtt | 13.1 KB |
| 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp4 | 18.2 MB |
| 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.vtt | 9.6 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp4 | 8.1 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.vtt | 8 B |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp4 | 27.5 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.vtt | 13.4 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp4 | 15.9 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.vtt | 8.2 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp4 | 12.2 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.vtt | 6.1 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp4 | 13.1 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.vtt | 6.3 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp4 | 21 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.vtt | 11.4 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp4 | 43.6 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.vtt | 17.1 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/16. Checkpoint!.html | 4.8 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp4 | 4.4 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.vtt | 3.2 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp4 | 11.9 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.vtt | 6.4 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp4 | 18.4 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.vtt | 10 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp4 | 25.1 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.vtt | 11.9 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp4 | 19.9 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.vtt | 12.1 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp4 | 22.5 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.vtt | 10.1 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp4 | 16.2 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.vtt | 6.9 KB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp4 | 16.5 MB |
| 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.vtt | 7.7 KB |
| 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html | 456 B |