Udemy – Deep Learning and NLP A-Z™: How to create a ChatBot 2020-7

Description

Deep Learning and NLP A-Z How to create a ChatBot is the name of a video training package in the field of programming and web development. In fact, in this course you will learn how to implement a ChatBot with the help of machine learning. To watch this course, you need to have a basic knowledge of the Python programming language. Students in this course will learn how to build a chatbot in a completely practical way in the form of a step-by-step tutorial.

In this course, you will also learn how to make chatbots with the latest, most customizable and most useful technologies. In this course you will also learn how to make the best use of the material and training you have learned in your work. Creating and building advanced and professional chatbots today has greatly helped to improve customer service. This training course is recommended for those interested in various fields such as making conversation bots, data sciences, artificial intelligence and machine learning.

Items that will be taught in this course

How to build professional and powerful chatbots

Familiarity and learning of different types of natural language processing

Understand the concept of deep learning in developing and building chatbots

Familiarity and complete understanding of Seq2Seq models

Course information

English language

Duration: 12:09:25

Number of courses: 96

Instructor: Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team

File format: mp4

Deep Learning and NLP A-Z course topics How to create a ChatBot

Course content 96 lectures 12:09:25

Welcome to the course! 6 lectures 14:51

Deep NLP Intuition 13 lectures 02:04:55

Building a ChatBot with Deep NLP 3 lectures 23:41

———- PART 1 – DATA PREPROCESSING ———- 16 lectures 01:54:22

———- PART 2 – BUILDING THE SEQ2SEQ MODEL ———- 10 lectures 01:59:56

———- PART 3 – TRAINING THE SEQ2SEQ MODEL ———- 15 lectures 01:44:46

———- PART 4 – TESTING THE SEQ2SEQ MODEL ———- 8 lectures 37:37

———- PART 5 – IMPROVING & TUNING THE SEQ2SEQ MODEL ———- 5 lectures 20:10

Other ChatBot Implementations 5 lectures 19:25

Annex 1: Artificial Neural Networks 8 lectures 01:17:37

Annex 2: Recurrent Neural Networks 6 lectures 01:11:34

Bonus lectures 1 lecture 00:29

Prerequisite

Just some high school mathematics level

Basic Python programming knowledge

User manual

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p

Changes:

Version 2020/7 has increased by 1 lesson and 2 minutes compared to 2020/3.