icon
Quality Score

Content Quality
/
Video Quality
/
Qualified Instructor
/
Course Pace
/
Course Depth & Coverage
/

Overall Score : 90 / 100

icon
Course Description

Interested in using Machine Learning in JavaScript applications and websites? Then this course is for you! This course has been designed by a specialist team of software developers who are passionate about using JavaScript with Machine Learning. We will guide you through complex topics in a practical way, and reinforce learning with in-depth labs and quizzes. Throughout the course we use house price data to ask ever more complicated questions; - can you predict the value of this house?- , - can you tell me if this house has a waterfront?- , - can you classify it as having 1, 2 or 3+ bedrooms?- . Each example builds on the one before it, to reinforce learning in easy and steady steps. Machine Learning in TensorFlow.js provides you with all the benefits of TensorFlow, but without the need for Python. This is demonstrated using web based examples, stunning visualisations and custom website components. This course is fun and engaging, with Machine Learning learning outcomes provided in bitesize topics:
  • Part 1 - Introduction to TensorFlow.js
  • Part 2 - Installing and running TensorFlow.js
  • Part 3 - TensorFlow.js Core Concepts
  • Part 4 - Data Preparation with TensorFlow.js
  • Part 5 - Defining a model
  • Part 6 - Training and Testing in TensorFlow.js
  • Part 7 - TensorFlow.js Prediction
  • Part 8 - Binary Classification
  • Part 9 - Multi-class Classification
  • Part 10 - Conclusion & Next Steps
As a bonus, for every student, we provide you with JavaScript and HTML code templates that you can download and use on your own projects.Who this course is for:
  • Anyone who wants to start using machine learning in their apps and websites using Javascript

icon
Instructor Details

placeholder

Welcome to the tech.courses community, we look forward to providing massive value to you as you learn-by-doing with the best courses and instructors in the world.Our courses cover state-of-the-art technology and software development topics. All instructors are experienced industry professionals who want to share their expertise!
See you inside,
John, Managing Director



Professional ExperienceI have been working as a software developer since 2007. I started out at Feral Interactive, a Mac & Linux video game publisher, building information systems to support all areas of the company. From 2011, I led a team responsible for online services, internal information systems, and the public website. I led development of Calico, an online multiplayer gaming platform.Since 2017, I have been working freelance on a range of software development and technical consulting projects for startups, from backend APIs to support mobile apps, to a chatbot utilising state-of-the-art machine learning techniques.EducationI've always looked to invest in the best education.I graduated with 1st class honours from The University of Manchester in BSc Computer Science.Whilst working full time, I studied at Birkbeck, University of London, gaining an MSc Advanced Information Systems.In 2010, during my MSc studies, I was introduced to machine learning and neural networks. Machine learning has since taken the world by

icon
Reviews

4.5

19 total reviews

5 star 4 star 3 star 2 star 1 star
% Complete
% Complete
% Complete
% Complete
% Complete

By Steve Shepherd

Nothing wrong just cautious with rating

By Jacques COUVREUR

Root concepts are clearly explained

By Chad Estell

He is a great instructor with a great course on this newly born subject called Tensorflow JS!

By Aditya Rastogi

Yeah seems like this course is a good match for me. Although I haven't directly coded in JavaScript but I've worked quite a lot with a library of it known as p5.js. I guess I'll have to read a bit of JS functionalities that I'll come across while completing this course.

By Ron Kozitsa

nice course

By Ho Chung Law

So far so good and the instructor is very helpful and responsive when I have questions.

By Mikhail Yurin

Music at the beginning and the end of lessons is too loud, much louder than a speech. It would be better without music at all. Also the quality of sound of a speech is not professional, it is to much of reverberation, it is better to use some professional microphones.

I'm currently at about 20% of course, but seems like materials are good.

By Ashok G J

Volume is low and hence hard to decipher. The Music at the beginning and end were high and easy to hear. BTW, nice approach for learning. Thanks

By Károly Róbert

to compare of my weak englis it is quite uderstandable.

By Katie Wu

No frills, just very direct explanations and demos. :) Very good.

By Richard Moscone

Great course for learning about tensorflow and machine learning. Well taught with interesting labs and examples.

By Ryan

Brief and to the point. Suitable for those looking to implement a fair machine learning functionality to their app