Machine Learning and Artificial Intelligence with Javascript

Machine Learning and Artificial Intelligence with Javascript

[2021] Learn Machine Learning and Artificial Intelligence with Javascript, Tensorflow.js and ML5.js.

What you’ll learn

  • Learn Tensorflow JS for ML and AI
  • Learn ML5 for ML and AI
  • Get Hand-on on the Application part of machine learning and AI using Javascript
  • Learn and Add Industry Case Studies to your Portfolio
  • Learn Advance Algorithms for Image Classification, Object Detection , Sound Classification , Sentiment analysis
  • Get into the Hottest Industry using your Javascript Skills
  • Learn to Build Chatbots using BERT in Javascript

Requirements

  • Basics of HTML
  • Basics of Javascript

Description

Machine Learning and Artificial Intelligence with Javascript

Learn Machine Learning and Artificial Intelligence with Javascript, Tensorflow.js and ML5.js

Interested in using Machine Learning and Artificial Intelligence in your Web apps or websites ? Then this course is for you!

This Course will guide you to learn more about Machine learning and Artificial Intelligence using Javascript. This course is Designed for anyone who is willing to use his javascript knowledge and make intelligent apps using the power of AI and ML.

The important thing about this course is that you will not only watch and listen, but you will also do it yourself. You shall be provide the guidance to build every project from scratch so that you learn everything in a proper and in-depth manner and can use them in the real world.

In this Course, we shall cover:-

1. JavaScript fundamentals perfect to refresh the core concepts of JavaScript

  • Variables and DataTypes
  • JavaScript Operators
  • Conditions Truthy and Falsey
  • JavaScript Ternary Operator
  • JavaScript Functions arguments – function expressions function declarationsIIFE, function arrow expressions
  • Function Recursion
  • JavaScript Loops
  • JavaScript Arrays and array methods
  • JavaScript Objects and Arrays.
  • Math Random JavaScript
  • Template literals.

2. Basics of Tensorflow.js

  • Introduction
  • Basics Concepts Like Tensors, Variable, Operations etc
  • Memory Management
  • Layers API

3. Real Time Object Detection

4. Real Time Body Segmentation

5. Sentiment Analysis

6. Speech Command Recognition

7. Making a Q&A Chatbot using BERT

8 .Basics of ML5.js

9. Image Classification using ML5.js

10 .Object Detection using ML5.js

11. Face Landmark Detection  using ML5.js

12. Pose Detection  using ML5.js

13. Sentiment Analysis using ML5.js

14.Sound Classification using ML5.js

If you have any questions or comments we are always happy to help in the Question and Answer section.
All the project Files are available for you.

So, What are you waiting for?  Join now and let’s explore the exciting journey.

We will be waiting for you inside the course…

Regards,

Cosmic , Laurence Svekis

Who this course is for:

  • Beginner Developers Willing to enhance their skills and learn AI and ML using Javascript
  • Intermediate Developers Willing to enhance their skills and learn AI and ML using Javascript
  • Advance Developers Willing to enhance their skills and learn AI and ML using Javascript

Course content

16 sections • 121 lectures • 6h 19m total length
  • Introduction to Machine Learning and Artificial Intelligence with Javascript
  • Basic of Javascript
  • Basics of Tensorflow.js
  • Real Time Object Detection
  • Real Time Body Segmentation
  • Sentiment Analysis
  • Speech Command Recognition
  • Making a Q&A Chatbot using BERT
  • Basics of ML5.js
  • Image Classification
  • Object Detection
  • Face Landmark Detection
  • Pose Detection
  • Sentiment Analysis
  • Sound Classification
  • Conclusion
Last updated 3/2021
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https://www.udemy.com/course/machine-learning-and-artificial-intelligence-with-javascript/

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