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[UdemyCourseDownloader] Deep Learning and NLP A-Z™ How to create a ChatBot

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98
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Description
Learn the Theory and How to implement state of the art Deep Natural Language Processing models in Tensorflow and Python



We’ve talked about, speculated and often seen different applications for Artificial Intelligence – But what about one piece of technology that will not only gather relevant information, better customer service and could even differentiate your business from the crowd?



ChatBots are here, and they came change and shape-shift how we’ve been conducting online business. Fortunately technology has advanced enough to make this a valuable tool something accessible that almost anybody can learn how to implement.



If you want to learn one of the most attractive, customizable and cutting edge pieces of technology available, then this course is just for you!



What you’ll learn



Why this is important

Types of Natural Language Processing

Classical vs. Deep Learning Models

End to End Deep Learning Models

Seq2Seq Architecture & Training

Beam Search Decoding

File list
  • [UdemyCourseDownloader] Deep Learning and NLP A-Z™ How to create a ChatBot
  • 01. Welcome to the course!/1. Get Excited!.mp4 14.1 MB
  • 01. Welcome to the course!/1. Get Excited!.vtt 6.7 KB
  • 01. Welcome to the course!/2. Applications.mp4 9.7 MB
  • 01. Welcome to the course!/2. Applications.vtt 6.9 KB
  • 01. Welcome to the course!/3. Some Additional Resources!!.html 644 B
  • 02. Deep NLP Intuition/1. What You'll Need For This Module.html 449 B
  • 02. Deep NLP Intuition/10. Seq2Seq Training.mp4 22.5 MB
  • 02. Deep NLP Intuition/10. Seq2Seq Training.vtt 12.3 KB
  • 02. Deep NLP Intuition/11. Beam Search Decoding.mp4 18 MB
  • 02. Deep NLP Intuition/11. Beam Search Decoding.vtt 11 KB
  • 02. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp4 30.8 MB
  • 02. Deep NLP Intuition/12. Attention Mechanisms (Part 1).vtt 18.4 KB
  • 02. Deep NLP Intuition/13. Attention Mechanisms (Part 2).mp4 20.3 MB
  • 02. Deep NLP Intuition/13. Attention Mechanisms (Part 2).vtt 11.6 KB
  • 02. Deep NLP Intuition/2. Updates on Udemy Reviews.mp4 46.2 MB
  • 02. Deep NLP Intuition/2. Updates on Udemy Reviews.vtt 2.9 KB
  • 02. Deep NLP Intuition/3. Plan of Attack.mp4 7 MB
  • 02. Deep NLP Intuition/3. Plan of Attack.vtt 4.8 KB
  • 02. Deep NLP Intuition/4. Types of Natural Language Processing.mp4 7.8 MB
  • 02. Deep NLP Intuition/4. Types of Natural Language Processing.vtt 4.7 KB
  • 02. Deep NLP Intuition/5. Classical vs Deep Learning Models.mp4 23.2 MB
  • 02. Deep NLP Intuition/5. Classical vs Deep Learning Models.vtt 13.1 KB
  • 02. Deep NLP Intuition/6. End-to-end Deep Learning Models.mp4 29.9 MB
  • 02. Deep NLP Intuition/6. End-to-end Deep Learning Models.vtt 18.1 KB
  • 02. Deep NLP Intuition/7. Bag-of-words model.mp4 34.1 MB
  • 02. Deep NLP Intuition/7. Bag-of-words model.vtt 21 KB
  • 02. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp4 23.9 MB
  • 02. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).vtt 14.1 KB
  • 02. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).mp4 23.1 MB
  • 02. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).vtt 13.4 KB
  • 03. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp4 8.8 MB
  • 03. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.vtt 6.4 KB
  • 03. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.mp4 22.3 MB
  • 03. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.vtt 13.1 KB
  • 03. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp4 18.2 MB
  • 03. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.vtt 9.6 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp4 8.1 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.vtt 8 B
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp4 27.5 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.vtt 13.4 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp4 15.9 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.vtt 8.2 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp4 12.2 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.vtt 6.1 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp4 13.1 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.vtt 6.3 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp4 21 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.vtt 11.4 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp4 43.6 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.vtt 17.1 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/16. Checkpoint!.html 4.8 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp4 4.4 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.vtt 3.2 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp4 11.9 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.vtt 6.4 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp4 18.4 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.vtt 10 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp4 25.1 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.vtt 11.9 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp4 19.9 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.vtt 12.1 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp4 22.5 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.vtt 10.1 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp4 16.2 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.vtt 6.9 KB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp4 16.5 MB
  • 04. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.vtt 7.7 KB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 456 B
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/10. Checkpoint!.html 14.3 KB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.mp4 8.1 MB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.vtt 8 B
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.mp4 18.8 MB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.vtt 10.2 KB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.mp4 34.1 MB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.vtt 16.6 KB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.mp4 37.8 MB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.vtt 18.1 KB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.mp4 55.3 MB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.vtt 22.9 KB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.mp4 54.4 MB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.vtt 21.1 KB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.mp4 50.4 MB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.vtt 22 KB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.mp4 35.2 MB
  • 05. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.vtt 21.5 KB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/1. What You'll Need For This Module.html 457 B
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.mp4 8.1 MB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.vtt 8 B
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.mp4 25.9 MB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.vtt 13.2 KB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.mp4 3.6 MB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.vtt 2.3 KB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.mp4 7 MB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.vtt 2.2 KB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.mp4 13.3 MB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.vtt 4.1 KB
  • 06. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.mp4 6.1 MB
  • 08. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5.1 seq2seq-chatbot-master.zip.zip 1.1 GB

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