Description
Deep Learning and NLP AZ How to create a ChatBot is the name of the video training series in the field of programming and web development. In fact, in this training course, you will learn how to implement a conversational bot (ChatBot) with the help of machine learning. To watch this training course, you need to have basic knowledge of Python programming language. The students of this training course will learn how to make a chatbot in a completely practical way in the form of a step-by-step tutorial.
In this course, you will also build chatbots with the latest, most customizable and most functional Technology you will learn You will also learn in this course how to use the materials and training learned in the best possible way in your work. The creation and construction of 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 conversational bots, data science, artificial intelligence and machine learning.
Items taught in this course:
- How to make professional and powerful chatbots
- Acquaintance and learning Different types of natural language processing
- Understanding the concept of deep learning in the development and construction of chatbots
- Full familiarity and understanding of Seq2Seq models
- And…
Course details
- English language
- Duration: 12:09:25
- Number of courses: 96
- Lecturer: Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team
- File format: mp4
Course topics Deep Learning and NLP AZ 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
Course prerequisites
- Just some high school mathematics level
- Basic Python programming knowledge
Images of Deep Learning and NLP AZ How to create ChatBot
Sample video of Deep Learning and NLP AZ How to create ChatBot
user manual
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English subtitle
Quality: 720p
Changes:
The 2020/7 version has increased the number of 1 lesson and 2 minutes compared to 2020/3.
download link
Password file(s): www.downloadly.ir
Size
5.94 GB
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