TensorFlow.js Courses and Certifications

Browser-based Models with TensorFlow.js

1011 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 59 minutes
• On-Demand
• Paid Course

Machine Learning in JavaScript with TensorFlow.js

799 ratings at Udemy

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

• Udemy
• 7 hours 16 minutes
• On-Demand
• Paid Course

Google AI for JavaScript developers with TensorFlow.js

28 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)

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

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

Nicholas Renotte

Real Time Body Segmentation Tutorial with Tensorflow.JS and React.JS

Learn to build a real-time body segmentation app using TensorFlow.js and React.js. Explore installation, app development, and live segment detection with a webcam in under 30 minutes.

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

Nicholas Renotte

Real Time Pose Estimation with TensorFlow.js and JavaScript

Learn to implement real-time pose estimation using Posenet, Tensorflow.js, and React.js. Create a web app that detects body joints from webcam feed, helping perfect physical movements like sports or dance.

• YouTube
• 20 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

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

Learn With Jason

Let's Learn TensorFlow.js! - Learn With Jason

Explore TensorFlow.js with Bekah Hawrot Weigel: learn its applications, get started with hands-on demos, and discover resources for machine learning in JavaScript.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Learn With Jason

Create a Timewarp Filter in TensorFlow.js - With Gant Laborde

Learn to recreate the popular TikTok timewarp filter using a webcam and TensorFlow.js. Explore machine learning techniques to create engaging visual effects for web applications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

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

WebAssembly with TensorFlow.js

Explore WebAssembly integration with TensorFlow.js for enhanced machine learning performance in web applications, led by expert Kartikey Rawat.

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