Harvard University · edX
Fundamentals of TinyML
4.567 ratingsFocusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.
Overview
Build a full-stack reading tracker app using React and modern data-fetching tools. You’ll implement authentication, browse a book catalog, manage a personal reading shelf, and track progress while learning React Query, routing, API integration, and state management.
What you'll learn
- Build reusable React components with JSX, props, state, and TypeScript
- Structure multi-page applications with persistent layouts and React Router
- Integrate a React frontend with a NestJS API
- Implement JWT-based authentication, global auth state, and protected routes
- Fetch, cache, search, sort, and paginate server data with TanStack Query
- Create validated forms with React Hook Form and Zod
- Apply optimistic updates to shelf and reading-progress workflows
Advantages and disadvantages
Advantages
- University courses you can audit for free, with lectures, readings and practice quizzes.
- A verified certificate from the university if you pay for it.
- Self-paced: start any time.
Disadvantages
- Graded assignments and the certificate need the paid track.
- Audit access can expire a few weeks after the course ends.
- Learning is free, but the certificate costs money.
- Some parts (graded work, certificate) are paid.
Some points apply to every course of this kind; see how we rank.
Free to audit
- Free: Choose "Audit this course" when you enrol: lectures, readings and practice are free.
- Paid: Graded assignments and the verified certificate (Certificate $75). Audit access may end after the course closes.
Before you start
HTML and CSS fundamentals Command line and Node.js package managers (npm) knowledge Beginner: JavaScript Programming and DOM API (React, TypeScript) Beginner: Routing, Packages, Build in SPAs (React, TypeScript) Intermediate: State Management and Dynamic Interactions (React, TypeScript)
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