Deep Learning and NLP A-Z: How to create a ChatBot (Udemy.com)

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

Created by: Hadelin de Ponteves

Produced in 2021

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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

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Quality Score

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Course Depth & Coverage
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Overall Score : 80 / 100

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Course Description

We'vetalked about, speculated and often seendifferent applications for Artificial Intelligence -But what about one piece of technologythat will not onlygather 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 technologyhas advanced enoughto make this avaluable tool something accessiblethat almost anybody can learn how to implement.
If you want to learn one of the most attractive, customizable and cutting edgepieces of technology available,then this course is justfor you!
Who this course is for:
Any students in college who want to start a career in Data ScienceAny Data Science enthusiastAnyone interested in creating their own ChatBotAnyone interested in Artificial Intelligence, Machine Learning or Deep Learning and its applications

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Instructor Details

Hadelin de Ponteves

Hadelin is the co-founder and CEO at BlueLife AI, which leverages the power of cutting edge Artificial Intelligence to empower businesses to make massive profits by innovating, automating processes and maximizing efficiency. Hadelin is also an online entrepreneur who has created 70+ top-rated educational e-courses to the world on topics such as Machine Learning, Deep Learning, Artificial Intelligence and Blockchain, which have reached 1M+ students in 210 countries.

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Reviews

4.0

296 total reviews

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By Abdul Rab Ansari on 12/27/2020

Very Practical Training and explained well!

By Bharat on 12/20/2020

Need some more explanation like why we are excluding the last column of targets........ it has been fast forwarded which is confusing a bit

By Big Pappa E on 12/6/2020

The topics covered in this course are quite advanced and will require a lot of pre existing knowledge or lengthy study to understand to even an appreciable level. That understanding in mind; this level of depth is delivered flawlessly! You will have a functioning, powerful deep learning model at the end of it!

By Evandruce Filbert on 11/24/2020

The code it's not capable for the new library

By Bharat_Subbu on 11/20/2020

Nice course for NLP beginner

By Bharath Bandla on 11/20/2020

it was very good

By Square Winter68 on 11/14/2020

I got much more than I expected. community support and in depth explanations, amazing.

By Vipul Kumar Gupta on 10/23/2020

Nice explanations

By Ng Jun Yi on 10/23/2020

Course was great overall, with a few lacking points:
Code is outdated. Using tensorflow 1.0.0 but tensorflow has already been updated past version 2.0.0, with many of the functions phased out or integrated with other functions.
The course is too short, it is generally understandable for people with some Python background.. But for people just starting out, there is a lack of explanation for the deeper intricacies of the course, even with the documentation provided.
But otherwise, course was explained clearly and succinctly, and you can always feel excited about learning with the enthusiasm exuded by the instructors. Cheers!

By Shubham Chauhan on 10/22/2020

In the earlier phases everything seems to be fine and the instructor explained well. Once the training started he started rushing and didn't even tested his own test in a positive manner. At least he should highlight the time to be taken in the training. The beam search chatbot was not explained at all.

By Pieter Cawood on 10/19/2020

OUTDATED! Uses tensorflow 1.0.0. And at the end they show a new model

By Pramod on 10/8/2020

Great