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Description

Machine Learning with Javascript is the name of a web development video learning machine using Machine Learning and artificial intelligence. This tutorial sets you up from basic to advanced. You will learn machine learning algorithms from scratch by viewing this course using Javascript and TensorflowJS. This way you will be able to handle real projects as a professional and also be able to manipulate projects.

By watching this tutorial you will learn how to design an advanced memory profile to enhance the performance of your algorithms. You will also learn how to start tailor-made programs with the powerful Tensorflow JS library by watching this course. This tutorial will also provide you with easier and cleaner code writing skills.

Machine Learning with Javascript course features:

Dear students, by learning about and learning the lessons in this series, you will first become familiar with the concept of Machine Learning from the introductory level, and then begin to learn the necessary techniques and skills. It also quotes the publisher of this course as a reason to use JavaScript to make it easier than Python programming language. Dear students, you will also have 184 video tutorials.

Course specification:

  • Publisher: Udemy
  • Instructor: Stephen Grider
  • Level: Basic to Advanced
  • Duration: 17:39:33
  • Number of lessons: 185 lessons
  • English language

Machine Learning with Javascript headings:

Course content
185 lectures 17:39:33

What is Machine Learning?
9 lectures 40:20

Overview algorithm
24 lectures 02:28:02

Onwards to Tensorflow JS!
11 lectures 01:14:32

Applications of Tensorflow
15 lectures 01:38:08

Getting Started with Gradient Descent
12 lectures 01:37:49

Gradient Descent with Tensorflow
13 lectures 01:36:21

Increasing Performance with Vectorized Solutions
17 lectures 01:52:38

Plotting Data with Javascript
3 lectures 14:00

Gradient Descent Alterations
6 lectures 39:31

Natural Binary Classification
20 lectures 01:36:58

Multi-Value Classification
13 lectures 01:07:53

Image Recognition In Action
10 lectures 49:04

Performance Optimization
21 lectures 01:25:01

Appendix: Custom CSV Loader
10 lectures 39:05

Extras
1 lecture 00:21

prerequisites:

Basic understanding of terminal and command line usage

Ability to read basic math equations

Pictures

Machine Learning with Javascript

Sample Machine Learning with Javascript movie

Installation guide

View with your favorite Player after Extract.

English subtitle

Quality: 720p

Changes:

Version 2019/12 has increased by 1 lesson compared to 2018/12.

Version 2020/4 has not changed compared to 2019/12 and has not been updated.

download link

Download part 1 – 2 GB

Download part 2 – 2 GB

Download part 3 – 2 GB

Download part 4 – 2 GB

Download part 5 – 2 GB

Download part 6 – 128 MB

File password (s): www.downloadly.ir

Size

10.1 GB

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