Certification
Certification: Building Machine Learning Applications in JavaScript with ml5.js
Show the world you have AI skills—earn recognition for building machine learning applications using JavaScript and ml5.js. Demonstrate your ability to create intelligent web experiences with hands-on projects and practical expertise.
The exam
Take the certification exam
Multiple-choice questions about the course. Pass with 70% or more and your certificate is issued at once, with a public page and an "Add to LinkedIn" button.
What the exam covers
2 questions from each of the 14 chapters of the course
20 multiple-choice questions, drawn fresh for every attempt. Pass with 70% or more.
- 01Introduction1:43
- 02Prerequisites1:01
- 03Beginner guide to ML6:10
- 04Teachable Machine and TF.js files4:09
- 05Rock, paper, scissors6:06
- 06Pre-trained models1:24
- 07MobileNet image recognition3:30
- 08Transfer learning3:28
- 09Mini Teachable Machine clone7:35
- 10Transfer learning misconceptions1:44
- 11Custom model demo1:28
- 12Student score project9:16
- 13Kaggle data and saving models5:29
- 14Closing1:01
The Certification: Building Machine Learning Applications in JavaScript with ml5.js provides web developers with practical expertise in integrating machine learning into web projects. Gain valuable skills such as increased productivity, improved decision-making, and adaptability for a future-proof career in tech. Enroll today to unlock new opportunities and stay ahead in the evolving field of web development.
This certification covers the following topics:
- Fundamentals of Machine Learning
- Neural Networks and Key Components
- Pre-trained Models in Action (MobileNet)
- Transfer Learning in Detail
- Custom Models and Neural Networks
- Exporting and Using Models with TensorFlow.js
- Practical Project: Rock Paper Scissors Game
- Integration of ml5.js into Web Applications