Machine Learning in JS [FrontendMasters]

Dive into Machine Learning in JS with FrontendMasters. Master machine learning fundamentals, create projects with TensorFlow.js, and explore image and audio recognition. Perfect for front-end developers looking to expand their skillset!

Key Takeaways

By participating along with us in the workshop, you'll learn:

• Machine Learning Fundamentals
• Use pre-trained models and understand transfer learning
• Create projects with image and audio recognition
• Create custom models and split training data between training and testing sets

Is This Workshop for Me?

Front-end developers with a basic understanding of JavaScript, who would like to expand their knowledge of what is possible to do with front-end technologies, and who would like to learn more about machine learning while using a programming language they’re already familiar with.

 

 

Workshop Details

By the end of this course, developers will have a deeper understanding of machine learning, what is currently possible in JavaScript, and create 3 projects exploring TensorFlow.js features.

Any Prerequisites?

• No prior knowledge of machine learning needed
• Basic front-end knowledge and understanding of JavaScript (syntax, data structures, working with APIs)
• Any operating system and code editor should do

 

 

Event Details

What

• 2 Full Day Workshop Sessions
• Replay Videos (available immediately)

When

• April 18 to 19, 2024 - 9:30am to 5:30pm Central Daylight Time

Where

• Option 1: Attend online on our full HD live stream
• Option 2: Attend in-person at HQ in Minneapolis, MN

Daily Schedule

Day 1

• 9:30AM
• Introduction to Machine Learning
• 10:30AM
• Using Pre-Trained Models
• 12:00PM
• Lunch
• 1:00PM
• Setting up TensorFlow.js
• 2:00PM
• Image Recognition Project

Day 2

• 9:30AM
• Introduction to Transfer Learning
• 10:30AM
• Image and Sound Recognition Project
• 12:00PM
• Lunch
• 1:00PM
• Making Your Own Model Project