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

Description

In this course, you will 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

Syllabus :

• Deep NLP Intuition
• Building a ChatBot with Deep NLP
• PART 1 - DATA PREPROCESSING
• PART 2 - BUILDING THE SEQ2SEQ MODEL
• PART 3 - TRAINING THE SEQ2SEQ MODEL
• PART 4 - TESTING THE SEQ2SEQ MODEL
• PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL
• Other ChatBot Implementations
• Annex 1: Artificial Neural Networks
• Annex 2: Recurrent Neural Networks