Module 1 Welcome to the course!  
Unit 1 Get Excited!
Unit 2 Applications
Unit 3 Some Additional Resources!!
Module 2 Deep NLP Intuition  
Unit 1 Plan of Attack
Unit 2 Types of Natural Language Processing
Unit 3 Classical vs Deep Learning Models
Unit 4 End-to-end Deep Learning Models
Unit 5 Bag-of-words model
Unit 6 Seq2Seq Architecture (Part 1)
Unit 7 Seq2Seq Architecture (Part 2)
Unit 8 Seq2Seq Training
Unit 9 Beam Search Decoding
Unit 10 Attention Mechanisms (Part 1)
Unit 11 Attention Mechanisms (Part 2)
Module 3 Building a ChatBot with Deep NLP  
Unit 1 ChatBot - Step 1
Unit 2 ChatBot - Step 2
Unit 3 ChatBot - Step 3
Module 4 ---------- PART 1 - DATA PREPROCESSING ----------  
Unit 1 Welcome to Part 1 - Data Preprocessing
Unit 2 ChatBot - Step 4
Unit 3 ChatBot - Step 5
Unit 4 ChatBot - Step 6
Unit 5 ChatBot - Step 7
Unit 6 ChatBot - Step 8
Unit 7 ChatBot - Step 9
Unit 8 ChatBot - Step 10
Unit 9 ChatBot - Step 11
Unit 10 ChatBot - Step 12
Unit 11 ChatBot - Step 13
Unit 12 ChatBot - Step 14
Unit 13 ChatBot - Step 15
Unit 14 ChatBot - Step 16
Unit 15 ChatBot - Step 17
Unit 16 Checkpoint!
Module 5 ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------  
Unit 1 Welcome to Part 2 - Building the Seq2Seq Model
Unit 2 ChatBot - Step 18
Unit 3 ChatBot - Step 19
Unit 4 ChatBot - Step 20
Unit 5 ChatBot - Step 21
Unit 6 ChatBot - Step 22
Unit 7 ChatBot - Step 23
Unit 8 ChatBot - Step 24
Unit 9 Checkpoint!
Module 6 ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------  
Unit 1 Welcome to Part 3 - Training the Seq2Seq Model
Unit 2 ChatBot - Step 25
Unit 3 ChatBot - Step 26
Unit 4 ChatBot - Step 27
Unit 5 ChatBot - Step 28
Unit 6 ChatBot - Step 29
Unit 7 ChatBot - Step 30
Unit 8 ChatBot - Step 31
Unit 9 ChatBot - Step 32
Unit 10 ChatBot - Step 33
Unit 11 ChatBot - Step 34
Unit 12 ChatBot - Step 35
Unit 13 ChatBot - Step 36
Unit 14 Checkpoint!
Module 7 ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------  
Unit 1 Welcome to Part 4 - Testing the Seq2Seq Model
Unit 2 ChatBot - Step 37
Unit 3 ChatBot - Step 38
Unit 4 ChatBot - Step 39
Unit 5 ChatBot - Step 40
Unit 6 Checkpoint!
Module 8 Other ChatBot Implementations  
Unit 1 The Best ChatBot
Unit 2 A ChatBot Implementation in TensorFlow 1.4
Unit 3 A ChatBot Implementation in PyTorch
Module 9 Annex 1: Artificial Neural Networks  
Unit 1 Plan of Attack
Unit 2 The Neuron
Unit 3 The Activation Function
Unit 4 How do Neural Networks work?
Unit 5 How do Neural Networks learn?
Unit 6 Gradient Descent
Unit 7 Stochastic Gradient Descent
Unit 8 Backpropagation
Module 10 Annex 2: Recurrent Neural Networks  
Unit 1 Plan of Attack
Unit 2 What are Recurrent Neural Networks?
Unit 3 Vanishing Gradient Problems for RNNs
Unit 4 Long Short Term Memory
Unit 5 Practical Intuition
Unit 6 Long Short Term Memory Variations
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Deep Learning and NLP A-Z

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Course Description

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!