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

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

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What 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

Curriculum

Section 1: Introduction and Outline

Section 2: Generative Modeling Review

Section 3: Variational Autoencoders

Section 4: Generative Adversarial Networks (GANs)

Section 5: Theano and Tensorflow Basics Review

Section 6: Appendix

Course Description

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

Requirements

  • Just some high school mathematics level
  • Basic Python programming knowledge

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!

Who this course is for:

  • Any students in college who want to start a career in Data Science
  • Any Data Science enthusiast
  • Anyone interested in creating their own ChatBot
  • Anyone interested in Artificial Intelligence, Machine Learning or Deep Learning and its applications