Udemy - Deep Learning and NLP A-Z™: How to create a ChatBot

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[FreeCourseLab.com] Udemy - Deep Learning and NLP A-Z™ How to create a ChatBot 1. Welcome to the course!
  • 1. Get Excited!.mp4 (14.1 MB)
  • 1. Get Excited!.vtt (6.7 KB)
  • 2. Applications.mp4 (9.7 MB)
  • 2. Applications.vtt (6.9 KB)
  • 3. BONUS Learning Paths.html (1.9 KB)
  • 4. Some Additional Resources!!.html (0.6 KB)
  • 5. This PDF resource will help you a lot!.html (0.8 KB)
  • 5.1 NLP (2).pdf.pdf (1.0 MB)
10. Annex 1 Artificial Neural Networks
  • 1. Plan of Attack.mp4 (4.8 MB)
  • 1. Plan of Attack.vtt (3.5 KB)
  • 2. The Neuron.mp4 (29.6 MB)
  • 2. The Neuron.vtt (21.8 KB)
  • 3. The Activation Function.mp4 (14.8 MB)
  • 3. The Activation Function.vtt (10.6 KB)
  • 4. How do Neural Networks work.mp4 (23.5 MB)
  • 4. How do Neural Networks work.vtt (16.8 KB)
  • 5. How do Neural Networks learn.mp4 (26.6 MB)
  • 5. How do Neural Networks learn.vtt (16.5 KB)
  • 6. Gradient Descent.mp4 (18.5 MB)
  • 6. Gradient Descent.vtt (12.3 KB)
  • 7. Stochastic Gradient Descent.mp4 (16.8 MB)
  • 7. Stochastic Gradient Descent.vtt (10.7 KB)
  • 8. Backpropagation.mp4 (10.9 MB)
  • 8. Backpropagation.vtt (6.3 KB)
11. Annex 2 Recurrent Neural Networks
  • 1. Plan of Attack.mp4 (4.2 MB)
  • 1. Plan of Attack.vtt (3.1 KB)
  • 2. What are Recurrent Neural Networks.mp4 (37.4 MB)
  • 2. What are Recurrent Neural Networks.vtt (20.8 KB)
  • 3. Vanishing Gradient Problems for RNNs.mp4 (29.0 MB)
  • 3. Vanishing Gradient Problems for RNNs.vtt (18.3 KB)
  • 4. Long Short Term Memory.mp4 (46.0 MB)
  • 4. Long Short Term Memory.vtt (24.6 KB)
  • 5. Practical Intuition.mp4 (52.9 MB)
  • 5. Practical Intuition.vtt (18.3 KB)
  • 6. Long Short Term Memory Variations.mp4 (7.3 MB)
  • 6. Long Short Term Memory Variations.vtt (4.3 KB)
2. Deep NLP Intuition
  • 1. What You'll Need For This Module.html (0.4 KB)
  • 10. Seq2Seq Training.mp4 (22.6 MB)
  • 10. Seq2Seq Training.vtt (12.3 KB)
  • 11. Beam Search Decoding.mp4 (18.0 MB)
  • 11. Beam Search Decoding.vtt (11.0 KB)
  • 12. Attention Mechanisms (Part 1).mp4 (30.8 MB)
  • 12. Attention Mechanisms (Part 1).vtt (18.4 KB)
  • 13. Attention Mechanisms (Part 2).mp4 (20.3 MB)
  • 13. Attention Mechanisms (Part 2).vtt (11.6 KB)
  • 2. Updates on Udemy Reviews.mp4 (46.2 MB)
  • 2. Updates on Udemy Reviews.vtt (2.9 KB)
  • 3. Plan of Attack.mp4 (7.0 MB)
  • 3. Plan of Attack.vtt (4.8 KB)
  • 4. Types of Natural Language Processing.mp4 (7.8 MB)
  • 4. Types of Natural Language Processing.vtt (4.7 KB)
  • 5. Classical vs Deep Learning Models.mp4 (23.2 MB)
  • 5. Classical vs Deep Learning Models.vtt (13.1 KB)
  • 6. End-to-end Deep Learning Models.mp4 (29.9 MB)
  • 6. End-to-end Deep Learning Models.vtt (18.1 KB)
  • 7. Bag-of-words model.mp4 (34.1 MB)
  • 7. Bag-of-words model.vtt (21.0 KB)
  • 8. Seq2Seq Architecture (Part 1).mp4 (23.9 MB)
  • 8. Seq2Seq Architecture (Part 1).vtt (14.1 KB)
  • 9. Seq2Seq Architecture (Part 2).mp4 (23.1 MB)
  • 9. Seq2Seq Architecture (Part 2).vtt (13.4 KB)
3. Building a ChatBot with Deep NLP
  • 1. ChatBot - Step 1.mp4 (8.8 MB)
  • 1. ChatBot - Step 1.vtt (6.4 KB)
  • 2. ChatBot - Step 2.mp4 (22.3 MB)
  • 2. ChatBot - Step 2.vtt (13.1 KB)
  • 3. ChatBot - Step 3.mp4 (18.2 MB)
  • 3. ChatBot - Step 3.vtt (9.6 KB)
4. ---------- PART 1 - DATA PREPROCESSING ----------
  • 1. Welcome to Part 1 - Data Preprocessing.mp4 (8.1 MB)
  • 1. Welcome to Part 1 - Data Preprocessing.vtt (0.0 KB)
  • 10. ChatBot - Step 12.mp4 (27.5 MB)
  • 10. ChatBot - Step 12.vtt (13.4 KB)
  • 11. ChatBot - Step 13.mp4 (15.9 MB)
  • 11. ChatBot - Step 13.vtt (8.2 KB)
  • 12. ChatBot - Step 14.mp4 (12.2 MB)
  • 12. ChatBot - Step 14.vtt (6.1 KB)
  • 13. ChatBot - Step 15.mp4 (13.1 MB)
  • 13. ChatBot - Step 15.vtt (6.3 KB)
  • 14. ChatBot - Step 16.mp4 (21.0 MB)
  • 14. ChatBot - Step 16.vtt (11.4 KB)
  • 15. ChatBot - Step 17.mp4 (43.6 MB)
  • 15. ChatBot - Step 17.vtt (17.1 KB)
  • 16. Checkpoint!.html (4.8 KB)
  • 2. ChatBot - Step 4.mp4 (4.4 MB)
  • 2. ChatBot - Step 4.vtt (3.2 KB)
  • 3. ChatBot - Step 5.mp4 (11.9 MB)
  • 3. ChatBot - Step 5.vtt (6.4 KB)
  • 4. ChatBot - Step 6.mp4 (18.4 MB)
  • 4. ChatBot - Step 6.vtt (10.0 KB)
  • 5. ChatBot - Step 7.mp4 (25.1 MB)
  • 5. ChatBot - Step 7.vtt (11.9 KB)
  • 6. ChatBot - Step 8.mp4 (19.9 MB)
  • 6. ChatBot - Step 8.vtt (12.1 KB)
  • 7. ChatBot - Step 9.mp4 (22.5 MB)
  • 7. ChatBot - Step 9.vtt (10.1 KB)
  • 8. ChatBot - Step 10.mp4 (16.2 MB)
  • 8. ChatBot - Step 10.vtt (6.9 KB)
  • 9. ChatBot - Step 11.mp4 (16.5 MB)
  • 9. ChatBot - Step 11.vtt (7.7 KB)
5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------
  • 1. What You'll Need For This Module.html (0.4 KB)
  • 10. Checkpoint!.html (14.3 KB)
  • 2. Welcome to Part 2 - Building the Seq2Seq Model.mp4 (8.2 MB)
  • 2. Welcome to Part 2 - Building the Seq2Seq Model.vtt (0.0 KB)
  • 3. ChatBot - Step 18.mp4 (18.8 MB)
  • 3. ChatBot - Step 18.vtt (10.2 KB)
  • 4. ChatBot - Step 19.mp4 (34.2 MB)
  • 4. ChatBot - Step 19.vtt (16.6 KB)
  • 5. ChatBot - Step 20.mp4 (37.8 MB)
  • 5. ChatBot - Step 20.vtt (18.1 KB)
  • 6. ChatBot - Step 21.mp4 (55.3 MB)
  • 6. ChatBot - Step 21.vtt (22.9 KB)
  • 7. ChatBot - Step 22.mp4 (54.4 MB)

Description

Udemy - Deep Learning and NLP A-Z™: How to create a ChatBot

Learn the Theory and How to implement state of the art Deep Natural Language Processing models in Tensorflow and Python

Created by Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team
Last updated 5/2019

For more Udemy Courses: https://freecourselab.com



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Udemy - Deep Learning and NLP A-Z™: How to create a ChatBot

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6 GB
seeders:8
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Udemy - Deep Learning and NLP A-Z™: How to create a ChatBot

Torrent hash: F90184A74AC8CC6788F1554001C5210C5B44B32F