[FreeCourseLab.com] Udemy - Deep Learning and NLP A-Z™ How to create a ChatBot

Creation Time	Oct. 7, 2024, 7:14 p.m.
Last Access Time	Nov. 1, 2024, 4:06 a.m.
File Size	6.0 GB
Keywords	and NLP A-Z™ to create - Deep Udemy How a Learning FreeCourseLab com ChatBot
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Total Files	180
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8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1.1 seq2seq-chatbot-master.zip.zip 1.1 GB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2.1 seq2seq-chatbot-master.zip.zip 1.1 GB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5.1 seq2seq-chatbot-master.zip.zip 1.1 GB
9. Other ChatBot Implementations/2.1 The Best ChatBot.zip.zip 798.0 MB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.mp4 99.3 MB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.mp4 59.9 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.mp4 55.3 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.mp4 54.4 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.mp4 54.3 MB
11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.mp4 52.9 MB
9. Other ChatBot Implementations/5. THANK YOU bonus video.mp4 52.3 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.mp4 50.4 MB
2. Deep NLP Intuition/2. Updates on Udemy Reviews.mp4 46.2 MB
11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.mp4 46.0 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp4 43.6 MB
9. Other ChatBot Implementations/2. The Best ChatBot.mp4 39.4 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.mp4 37.8 MB
11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.mp4 37.4 MB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.mp4 35.5 MB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.mp4 35.4 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.mp4 35.2 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.mp4 34.3 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.mp4 34.2 MB
2. Deep NLP Intuition/7. Bag-of-words model.mp4 34.1 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.mp4 31.1 MB
2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp4 30.8 MB
2. Deep NLP Intuition/6. End-to-end Deep Learning Models.mp4 29.9 MB
10. Annex 1 Artificial Neural Networks/2. The Neuron.mp4 29.6 MB
11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.mp4 29.0 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp4 27.5 MB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.mp4 26.6 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.mp4 26.0 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp4 25.1 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.mp4 24.6 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.mp4 23.9 MB
2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp4 23.9 MB
10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.mp4 23.5 MB
2. Deep NLP Intuition/5. Classical vs Deep Learning Models.mp4 23.2 MB
2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).mp4 23.1 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.mp4 22.8 MB
2. Deep NLP Intuition/10. Seq2Seq Training.mp4 22.6 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp4 22.5 MB
3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.mp4 22.3 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp4 21.0 MB
2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).mp4 20.3 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp4 19.9 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.mp4 19.7 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.mp4 18.8 MB
10. Annex 1 Artificial Neural Networks/6. Gradient Descent.mp4 18.5 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp4 18.4 MB
3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp4 18.2 MB
2. Deep NLP Intuition/11. Beam Search Decoding.mp4 18.0 MB
10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.mp4 16.8 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp4 16.5 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp4 16.2 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp4 15.9 MB
10. Annex 1 Artificial Neural Networks/3. The Activation Function.mp4 14.8 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.mp4 14.7 MB
1. Welcome to the course!/1. Get Excited!.mp4 14.1 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.mp4 13.3 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp4 13.1 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp4 12.2 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp4 11.9 MB
10. Annex 1 Artificial Neural Networks/8. Backpropagation.mp4 10.9 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.mp4 10.5 MB
1. Welcome to the course!/2. Applications.mp4 9.7 MB
9. Other ChatBot Implementations/3.1 TensorFlow1.4.zip.zip 9.1 MB
3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp4 8.8 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.mp4 8.2 MB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.mp4 8.2 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp4 8.1 MB
2. Deep NLP Intuition/4. Types of Natural Language Processing.mp4 7.8 MB
11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.mp4 7.3 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.mp4 7.0 MB
2. Deep NLP Intuition/3. Plan of Attack.mp4 7.0 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.mp4 6.2 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.mp4 6.1 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.mp4 6.1 MB
10. Annex 1 Artificial Neural Networks/1. Plan of Attack.mp4 4.8 MB
4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp4 4.4 MB
11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.mp4 4.2 MB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.mp4 3.6 MB
9. Other ChatBot Implementations/4.1 PyTorch.zip.zip 1.3 MB
1. Welcome to the course!/5.1 NLP (2).pdf.pdf 1.0 MB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 40.html 28.7 KB
11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.vtt 24.6 KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/7. Checkpoint!.html 24.3 KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.vtt 22.9 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/15. Checkpoint!.html 22.4 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.vtt 22.1 KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.vtt 22.0 KB
10. Annex 1 Artificial Neural Networks/2. The Neuron.vtt 21.8 KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.vtt 21.5 KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.vtt 21.1 KB
2. Deep NLP Intuition/7. Bag-of-words model.vtt 21.0 KB
11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.vtt 20.8 KB
9. Other ChatBot Implementations/2. The Best ChatBot.vtt 19.5 KB
2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).vtt 18.4 KB
11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.vtt 18.3 KB
11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.vtt 18.3 KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.vtt 18.1 KB
2. Deep NLP Intuition/6. End-to-end Deep Learning Models.vtt 18.1 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.vtt 17.1 KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.vtt 16.9 KB
10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.vtt 16.8 KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.vtt 16.6 KB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.vtt 16.5 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.vtt 15.4 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.vtt 15.1 KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/10. Checkpoint!.html 14.3 KB
2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).vtt 14.1 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.vtt 13.4 KB
2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).vtt 13.4 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.vtt 13.2 KB
2. Deep NLP Intuition/5. Classical vs Deep Learning Models.vtt 13.1 KB
3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.vtt 13.1 KB
2. Deep NLP Intuition/10. Seq2Seq Training.vtt 12.3 KB
10. Annex 1 Artificial Neural Networks/6. Gradient Descent.vtt 12.3 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.vtt 12.1 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.vtt 11.9 KB
2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).vtt 11.6 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.vtt 11.4 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.vtt 11.1 KB
2. Deep NLP Intuition/11. Beam Search Decoding.vtt 11.0 KB
10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.vtt 10.7 KB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.vtt 10.6 KB
10. Annex 1 Artificial Neural Networks/3. The Activation Function.vtt 10.6 KB
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.vtt 10.2 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.vtt 10.1 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.vtt 10.0 KB
3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.vtt 9.6 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.vtt 8.9 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.vtt 8.6 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.vtt 8.5 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.vtt 8.2 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.vtt 7.7 KB
1. Welcome to the course!/2. Applications.vtt 6.9 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.vtt 6.9 KB
1. Welcome to the course!/1. Get Excited!.vtt 6.7 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.vtt 6.4 KB
3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.vtt 6.4 KB
10. Annex 1 Artificial Neural Networks/8. Backpropagation.vtt 6.3 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.vtt 6.3 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.vtt 6.1 KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8.1 Seq2Seq - Colab.zip.zip 6.1 KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.vtt 5.7 KB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.vtt 5.2 KB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.vtt 5.1 KB
2. Deep NLP Intuition/3. Plan of Attack.vtt 4.8 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/16. Checkpoint!.html 4.8 KB
2. Deep NLP Intuition/4. Types of Natural Language Processing.vtt 4.7 KB
11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.vtt 4.3 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.vtt 4.1 KB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.vtt 3.9 KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.vtt 3.9 KB
10. Annex 1 Artificial Neural Networks/1. Plan of Attack.vtt 3.5 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.vtt 3.3 KB
4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.vtt 3.2 KB
11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.vtt 3.1 KB
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/8. Training the ChatBot on Google Colab with GPU.html 3.1 KB
2. Deep NLP Intuition/2. Updates on Udemy Reviews.vtt 2.9 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.vtt 2.3 KB
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.vtt 2.2 KB
9. Other ChatBot Implementations/5. THANK YOU bonus video.vtt 2.0 KB
1. Welcome to the course!/3. BONUS Learning Paths.html 1.9 KB
8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/1. ChatBot - Step 41 Improving & Tuning the ChatBot.html 1.4 KB
1. Welcome to the course!/5. This PDF resource will help you a lot!.html 773 bytes
1. Welcome to the course!/4. Some Additional Resources!!.html 644 bytes
9. Other ChatBot Implementations/4. A ChatBot Implementation in PyTorch.html 496 bytes
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 457 bytes
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 457 bytes
9. Other ChatBot Implementations/1. What You'll Need For This Module.html 457 bytes
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 456 bytes
2. Deep NLP Intuition/1. What You'll Need For This Module.html 449 bytes
9. Other ChatBot Implementations/3. A ChatBot Implementation in TensorFlow 1.4.html 344 bytes
[FreeCourseLab.com].url 126 bytes
4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.vtt 8 bytes
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.vtt 8 bytes
6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.vtt 8 bytes
7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.vtt 8 bytes

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