Description
Machine Learning with Javascript is the name of a web development video learning engine that uses machine learning and artificial intelligence. This tutorial will take you from simple to advanced. You can learn machine learning algorithms from scratch by watching this course using Javascript and TensorflowJS. This is how you can handle real projects and manipulate projects as a professional.
Watch this tutorial to learn how to design an advanced memory profile to improve the performance of your algorithms. Watch this course to learn how to run custom programs with the powerful Tensorflow JS library. This tutorial also provides you with simpler and cleaner coding skills.
Machine Learning with Javascript Course Features:
Dear Students, As you learn about the lessons in this series, you will first be introduced to the concept of machine learning from an introductory level, and then you will begin to learn the necessary techniques and skills. It also cites the publisher of this course as the reason for using JavaScript to make it easier than the Python programming language. Dear students, you also have 184 video tutorials.
Course Specification:
- Publisher: Udemy
- Instructor: Stephen Grider
- Level: Beginner to Advanced
- Duration: 17:39:33
- Number of lessons: 185 lessons
- English
Machine Learning with Javascript Headers:
course content
185 lectures 17:39:33
What is machine learning?
9 lectures 40:20
An overview algorithm
24 lectures 02:28:02
Towards Tensorflow JS!
11 lectures 01:14:32
Tensorflow applications
15 lectures 01:38:08
Getting started with gradient descent
12 lectures 01:37:49
gradient descent with tensor flow
13 lectures 01:36:21
Increasing performance with vectorized solutions
17 lectures 01:52:38
Plotting data with Javascript
3 lectures at 14:00
gradient descent changes
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
Add: Custom CSV loader
10 lectures 39:05
extras
1 lecture 00:21
prerequisites:
Basic knowledge of terminal and command line usage
Ability to read basic mathematical equations
Pictures
Machine learning example with a Javascript movie
installation manual
After extraction, watch with your favorite player.
english subtitles
Quality: 720p
Changes:
Version 2019/12 is compared to 2018/12. increased by 1 lesson per year.
Version 2020/4 is unchanged from 2019/12 and has not been updated.
Download link
File password(s): free download software
size
10.1 GB