Code the UI with Material

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prerequisites
basics of JavaScript • basics of HTML • basics of React •basics of machine learning and web development
skills learned
adding Material-UI to React project • building grid layout structure • building page elements • building form elements
Andrej Baranovskij
1 week · 4-6 hours per week · INTERMEDIATE
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Look inside
In this liveProject you’ll use ReactJS to build an entire user interface for a machine learning-powered exercise app. Your app records its users while they exercise, and so needs to have a short delay between them pressing a button and the start of recording. You’ll use Material-UI for React to implement layout, form elements, buttons, and user messages, and set up the UI logic for your delayed training data capture.
This project is designed for learning purposes and is not a complete, production-ready application or solution.

project author

Andrej Baranovskij
Andrej Baranovskij is a TensorFlow-certified developer who runs his own machine learning startup company Katana ML. Andrej is responsible for building machine learning products for enterprise operations automation. Previously, he spent 15 years working with Oracle technology and building various enterprise systems across the globe. His software development experience allows to bridge a gap between machine learning and software development.

prerequisites

This liveProject is for both web developers and machine learning engineers. Web developers experienced with JavaScript will learn how to integrate TensorFlow into their applications, while ML engineers will be interested in developing their skills for user interfaces.

TOOLS
  • Basics of JavaScript
  • Basics of HTML
  • Basics of Node.js, NPM, and Yarn
  • Basics of React
  • Basics of TensorFlow.js
  • Visual Studio Code
TECHNIQUES
  • Basics of machine learning
  • Basics of web development with HTML/JavaScript

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