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FreeCourseSite com Udemy Deep Learning and NLP How to create ChatBot

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

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Total Size

2.5 GB

Total Files

270

Hash

42B6F0798933CEBEADEC84D9B122BFDA4ABD6BAC

/01 Welcome to the course/

001 Get Excited-en.srt

8.3 KB

001 Get Excited-es.srt

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001 Get Excited-pt.srt

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001 Get Excited.mp4

14.8 MB

002 Applications-en.srt

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002 Applications-es.srt

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002 Applications-pt.srt

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002 Applications.mp4

10.2 MB

003 Some Additional Resources.html

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/02 Deep NLP Intuition/

004 What Youll Need For This Module.html

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005 Plan of Attack-en.srt

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005 Plan of Attack-es.srt

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005 Plan of Attack-pt.srt

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005 Plan of Attack.mp4

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006 Types of Natural Language Processing-en.srt

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006 Types of Natural Language Processing-es.srt

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006 Types of Natural Language Processing-pt.srt

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006 Types of Natural Language Processing.mp4

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007 Classical vs Deep Learning Models-en.srt

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007 Classical vs Deep Learning Models-es.srt

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007 Classical vs Deep Learning Models-pt.srt

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007 Classical vs Deep Learning Models.mp4

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008 End-to-end Deep Learning Models-en.srt

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008 End-to-end Deep Learning Models.mp4

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009 Bag-of-words model-en.srt

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009 Bag-of-words model-es.srt

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009 Bag-of-words model-pt.srt

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009 Bag-of-words model.mp4

35.7 MB

010 Seq2Seq Architecture (Part 1)-en.srt

17.1 KB

010 Seq2Seq Architecture (Part 1).mp4

25.1 MB

011 Seq2Seq Architecture (Part 2)-en.srt

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011 Seq2Seq Architecture (Part 2)-es.srt

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011 Seq2Seq Architecture (Part 2)-pt.srt

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011 Seq2Seq Architecture (Part 2).mp4

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012 Seq2Seq Training-en.srt

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012 Seq2Seq Training-es.srt

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012 Seq2Seq Training-pt.srt

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012 Seq2Seq Training.mp4

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013 Beam Search Decoding-en.srt

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013 Beam Search Decoding-es.srt

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013 Beam Search Decoding-pt.srt

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013 Beam Search Decoding.mp4

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014 Attention Mechanisms (Part 1)-en.srt

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014 Attention Mechanisms (Part 1).mp4

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015 Attention Mechanisms (Part 2)-en.srt

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015 Attention Mechanisms (Part 2)-es.srt

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015 Attention Mechanisms (Part 2)-pt.srt

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015 Attention Mechanisms (Part 2).mp4

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/03 Building a ChatBot with Deep NLP/

016 ChatBot - Step 1-en.srt

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016 ChatBot - Step 1-es.srt

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016 ChatBot - Step 1-pt.srt

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016 ChatBot - Step 1.mp4

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017 ChatBot - Step 2-en.srt

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017 ChatBot - Step 2-es.srt

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017 ChatBot - Step 2-pt.srt

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017 ChatBot - Step 2.mp4

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018 ChatBot - Step 3-en.srt

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018 ChatBot - Step 3-es.srt

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018 ChatBot - Step 3-pt.srt

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018 ChatBot - Step 3.mp4

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/04 - PART 1 - DATA PREPROCESSING -/

019 Welcome to Part 1 - Data Preprocessing-en.vtt

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019 Welcome to Part 1 - Data Preprocessing-es.vtt

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019 Welcome to Part 1 - Data Preprocessing-pt.vtt

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019 Welcome to Part 1 - Data Preprocessing.mp4

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020 ChatBot - Step 4-en.srt

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020 ChatBot - Step 4-es.srt

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020 ChatBot - Step 4-pt.srt

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020 ChatBot - Step 4.mp4

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021 ChatBot - Step 5-en.srt

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021 ChatBot - Step 5-es.srt

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021 ChatBot - Step 5-pt.srt

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021 ChatBot - Step 5.mp4

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022 ChatBot - Step 6-en.srt

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022 ChatBot - Step 6-es.srt

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022 ChatBot - Step 6-pt.srt

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022 ChatBot - Step 6.mp4

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023 ChatBot - Step 7-en.srt

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023 ChatBot - Step 7-es.srt

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023 ChatBot - Step 7-pt.srt

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023 ChatBot - Step 7.mp4

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024 ChatBot - Step 8-en.srt

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024 ChatBot - Step 8-es.srt

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024 ChatBot - Step 8-pt.srt

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024 ChatBot - Step 8.mp4

20.9 MB

025 ChatBot - Step 9-en.srt

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025 ChatBot - Step 9-es.srt

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025 ChatBot - Step 9-pt.srt

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025 ChatBot - Step 9.mp4

23.6 MB

026 ChatBot - Step 10-en.srt

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026 ChatBot - Step 10-es.srt

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026 ChatBot - Step 10-pt.srt

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026 ChatBot - Step 10.mp4

16.9 MB

027 ChatBot - Step 11-en.srt

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027 ChatBot - Step 11-es.srt

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027 ChatBot - Step 11-pt.srt

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027 ChatBot - Step 11.mp4

17.3 MB

028 ChatBot - Step 12-en.srt

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028 ChatBot - Step 12-es.srt

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028 ChatBot - Step 12-pt.srt

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028 ChatBot - Step 12.mp4

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029 ChatBot - Step 13-en.srt

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029 ChatBot - Step 13-es.srt

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029 ChatBot - Step 13-pt.srt

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029 ChatBot - Step 13.mp4

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030 ChatBot - Step 14-en.srt

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030 ChatBot - Step 14-es.srt

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030 ChatBot - Step 14-pt.srt

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030 ChatBot - Step 14.mp4

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031 ChatBot - Step 15-en.srt

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031 ChatBot - Step 15-es.srt

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031 ChatBot - Step 15-pt.srt

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031 ChatBot - Step 15.mp4

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032 ChatBot - Step 16-en.srt

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032 ChatBot - Step 16-es.srt

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032 ChatBot - Step 16-pt.srt

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032 ChatBot - Step 16.mp4

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033 ChatBot - Step 17-en.srt

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033 ChatBot - Step 17.mp4

45.7 MB

034 Checkpoint.html

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/05 - PART 2 - BUILDING THE SEQ2SEQ MODEL -/

035 What Youll Need For This Module.html

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036 Welcome to Part 2 - Building the Seq2Seq Model-en.vtt

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036 Welcome to Part 2 - Building the Seq2Seq Model-es.vtt

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036 Welcome to Part 2 - Building the Seq2Seq Model-pt.vtt

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036 Welcome to Part 2 - Building the Seq2Seq Model.mp4

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037 ChatBot - Step 18-en.srt

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037 ChatBot - Step 18-es.srt

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037 ChatBot - Step 18-pt.srt

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037 ChatBot - Step 18.mp4

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038 ChatBot - Step 19-en.srt

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038 ChatBot - Step 19-es.srt

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038 ChatBot - Step 19-pt.srt

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038 ChatBot - Step 19.mp4

35.8 MB

039 ChatBot - Step 20-en.srt

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039 ChatBot - Step 20-es.srt

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039 ChatBot - Step 20-pt.srt

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039 ChatBot - Step 20.mp4

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040 ChatBot - Step 21-en.srt

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040 ChatBot - Step 21-es.srt

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040 ChatBot - Step 21-pt.srt

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040 ChatBot - Step 21.mp4

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041 ChatBot - Step 22-en.srt

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041 ChatBot - Step 22-es.srt

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041 ChatBot - Step 22-pt.srt

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041 ChatBot - Step 22.mp4

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042 ChatBot - Step 23-en.srt

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042 ChatBot - Step 23-es.srt

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042 ChatBot - Step 23-pt.srt

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042 ChatBot - Step 23.mp4

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043 ChatBot - Step 24-en.srt

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043 ChatBot - Step 24-es.srt

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043 ChatBot - Step 24-pt.srt

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043 ChatBot - Step 24.mp4

36.9 MB

044 Checkpoint.html

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/06 - PART 3 - TRAINING THE SEQ2SEQ MODEL -/

045 What Youll Need For This Module.html

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046 Welcome to Part 3 - Training the Seq2Seq Model-en.vtt

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046 Welcome to Part 3 - Training the Seq2Seq Model-es.vtt

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046 Welcome to Part 3 - Training the Seq2Seq Model-pt.vtt

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046 Welcome to Part 3 - Training the Seq2Seq Model.mp4

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047 ChatBot - Step 25-en.srt

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047 ChatBot - Step 25.mp4

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048 ChatBot - Step 26-en.srt

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048 ChatBot - Step 26-es.srt

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048 ChatBot - Step 26-pt.srt

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048 ChatBot - Step 26.mp4

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049 ChatBot - Step 27-en.srt

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049 ChatBot - Step 27-es.srt

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049 ChatBot - Step 27-pt.srt

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049 ChatBot - Step 27.mp4

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050 ChatBot - Step 28-en.srt

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050 ChatBot - Step 28-es.srt

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050 ChatBot - Step 28-pt.srt

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050 ChatBot - Step 28.mp4

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051 ChatBot - Step 29-en.srt

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051 ChatBot - Step 29-es.srt

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051 ChatBot - Step 29-pt.srt

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051 ChatBot - Step 29.mp4

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052 ChatBot - Step 30-en.srt

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052 ChatBot - Step 30-es.srt

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052 ChatBot - Step 30-pt.srt

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052 ChatBot - Step 30.mp4

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053 ChatBot - Step 31-en.srt

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053 ChatBot - Step 31.mp4

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054 ChatBot - Step 32-en.srt

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054 ChatBot - Step 32.mp4

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055 ChatBot - Step 33-en.srt

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055 ChatBot - Step 33.mp4

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056 ChatBot - Step 34-en.srt

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056 ChatBot - Step 34.mp4

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057 ChatBot - Step 35-en.srt

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057 ChatBot - Step 35-es.srt

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057 ChatBot - Step 35-pt.srt

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057 ChatBot - Step 35.mp4

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058 ChatBot - Step 36-en.srt

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058 ChatBot - Step 36-es.srt

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058 ChatBot - Step 36-pt.srt

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058 ChatBot - Step 36.mp4

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059 Checkpoint.html

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/07 - PART 4 - TESTING THE SEQ2SEQ MODEL -/

060 What Youll Need For This Module.html

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061 Welcome to Part 4 - Testing the Seq2Seq Model-en.vtt

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061 Welcome to Part 4 - Testing the Seq2Seq Model-es.vtt

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061 Welcome to Part 4 - Testing the Seq2Seq Model-pt.vtt

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061 Welcome to Part 4 - Testing the Seq2Seq Model.mp4

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062 ChatBot - Step 37-en.srt

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062 ChatBot - Step 37-es.srt

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062 ChatBot - Step 37-pt.srt

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062 ChatBot - Step 37.mp4

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063 ChatBot - Step 38-en.srt

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063 ChatBot - Step 38-es.srt

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063 ChatBot - Step 38-pt.srt

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063 ChatBot - Step 38.mp4

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064 ChatBot - Step 39-en.srt

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064 ChatBot - Step 39-es.srt

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064 ChatBot - Step 39-pt.srt

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064 ChatBot - Step 39.mp4

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065 ChatBot - Step 40.html

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066 Checkpoint.html

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/08 Other ChatBot Implementations/

067 What Youll Need For This Module.html

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068 The Best ChatBot-en.srt

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068 The Best ChatBot.mp4

41.3 MB

068 The-Best-ChatBot.zip

836.7 MB

069 A ChatBot Implementation in TensorFlow 1.4.html

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069 TensorFlow1.4.zip

9.6 MB

070 A ChatBot Implementation in PyTorch.html

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070 PyTorch.zip

1.3 MB

/09 Annex 1 Artificial Neural Networks/

071 Plan of Attack-en.srt

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071 Plan of Attack-es.srt

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071 Plan of Attack-pt.srt

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071 Plan of Attack.mp4

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072 The Neuron-en.srt

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072 The Neuron.mp4

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073 The Activation Function-en.srt

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073 The Activation Function-es.srt

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073 The Activation Function-pt.srt

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073 The Activation Function.mp4

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074 How do Neural Networks work-en.srt

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074 How do Neural Networks work.mp4

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075 How do Neural Networks learn-en.srt

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075 How do Neural Networks learn-es.srt

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075 How do Neural Networks learn-pt.srt

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075 How do Neural Networks learn.mp4

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076 Gradient Descent-en.srt

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076 Gradient Descent-es.srt

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076 Gradient Descent-pt.srt

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076 Gradient Descent.mp4

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077 Stochastic Gradient Descent-en.srt

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077 Stochastic Gradient Descent-es.srt

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077 Stochastic Gradient Descent-pt.srt

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077 Stochastic Gradient Descent.mp4

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078 Backpropagation-en.srt

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078 Backpropagation-es.srt

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078 Backpropagation-pt.srt

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078 Backpropagation.mp4

11.5 MB

/10 Annex 2 Recurrent Neural Networks/

079 Plan of Attack-en.srt

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079 Plan of Attack-es.srt

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079 Plan of Attack-pt.srt

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079 Plan of Attack.mp4

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080 What are Recurrent Neural Networks-en.srt

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080 What are Recurrent Neural Networks-es.srt

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080 What are Recurrent Neural Networks-pt.srt

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080 What are Recurrent Neural Networks.mp4

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081 Vanishing Gradient Problems for RNNs-en.srt

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081 Vanishing Gradient Problems for RNNs.mp4

30.4 MB

082 Long Short Term Memory-en.srt

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082 Long Short Term Memory.mp4

48.2 MB

083 Practical Intuition-en.srt

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083 Practical Intuition.mp4

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084 Long Short Term Memory Variations-en.srt

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084 Long Short Term Memory Variations.mp4

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/

[CourseClub.NET].url

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[FreeCourseSite.com].url

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Total files 270


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