TensorFlow.js Courses and Certifications

Browser-based Models with TensorFlow.js

989 ratings at Coursera

Train and run ML models in browsers using TensorFlow.js. Learn data handling, build a computer vision project, and explore deployment scenarios for real-world applications.

• Coursera
• 18 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning in JavaScript with TensorFlow.js

660 ratings at Udemy

Master machine learning with JavaScript and TensorFlowJS. Add artificial intelligence to websites, Node.js and web apps!

• Udemy
• 7 hours
• On-Demand
• Paid Course

Google AI for JavaScript developers with TensorFlow.js

27 ratings at edX

Get productive with TensorFlow.js - Google's Machine Learning library for JavaScript. From pre-made off the shelf models to writing or training your own, learn how to create next gen web apps.

• edX
• 7 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Learning TensorFlow with JavaScript

65 ratings at LinkedIn Learning

Get introduced to TensorFlow and machine learning. Learn how you can leverage your JavaScript skills to create a machine learning project.

• LinkedIn Learning
• 57 minutes
• On-Demand
• Free Trial Available

Building Machine Learning Solutions with TensorFlow.js

17 ratings at Pluralsight

In this course, you'll learn to use TensorFlow.js to build, train, and deploy machine learning and deep learning models to power client-side and server-side applications using the JavaScript language.

• Pluralsight
• 4 hours 9 minutes
• On-Demand
• Free Trial Available

Venelin Valkov

Predicting Diabetes with Logistic Regression in TensorFlow.js - Deep Learning for JavaScript Hackers

Learn to build and train logistic regression models in TensorFlow.js for diabetes prediction. Covers data visualization, dataset creation, model evaluation, and advanced techniques.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Coding Train

TensorFlow.js - Intelligence and Learning

Explore TensorFlow.js fundamentals, including tensors, operations, and the Layers API. Learn to implement linear and polynomial regression, and solve the XOR problem using neural networks.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Coding Train

TensorFlow.js Color Classifier - Intelligence and Learning

Learn to build a color classifier using TensorFlow.js, covering data collection, cleaning, model creation, training, and prediction in a hands-on, step-by-step approach.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Deep Learning for JavaScript Hackers - Use TensorFlow.js in the Browser

Learn to implement deep learning models in JavaScript using TensorFlow.js, covering logistic and linear regression, neural networks, and data preprocessing techniques for browser-based applications.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Coding Train

TensorFlow.js Color Classifier Continued

Comprehensive live stream covering TensorFlow.js color classifier implementation, including model training, data handling, and a bonus Tau Day coding challenge.

• YouTube
• 2 hours 47 minutes
• On-Demand
• Free Video

Coding Train

Color Classifier with TensorFlow.js

Learn to build a color classifier using TensorFlow.js, covering topics like one-hot encoding and integrating with Firebase for data collection and processing.

• YouTube
• 2 hours 24 minutes
• On-Demand
• Free Video

Learn TensorFlow.js - Deep Learning and Neural Networks with JavaScript

Explore client-side neural networks using TensorFlow.js. Build and deploy a web app for image classification, covering model conversion, tensor operations, and running MobileNet in the browser.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Video

TensorFlow

Transfer Learning in JavaScript with TensorFlow.js

Learn to create a custom machine learning model using TensorFlow.js for object recognition in the browser. Explore transfer learning techniques to build and train models quickly for various applications.

• YouTube
• 37 minutes
• On-Demand
• Free Video

TensorFlow

Superpowers with TensorFlow.js

Explore machine learning in JavaScript with TensorFlow.js, from computer vision to creative prototypes. Learn to implement ML in browsers and beyond, unlocking new possibilities for your projects.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Nicholas Renotte

Deploy Tensorflow.Js Object Detection Apps - Computer Vision React.Js

Learn to deploy Tensorflow.js and React.js computer vision apps to IBM Cloud in 20 minutes. Covers app preparation, deployment, environment setup, and real-time object detection implementation.

• YouTube
• 22 minutes
• On-Demand
• Free Video