edX Online
Hero background image

The Future of ML is Tiny and Bright

Harvard University
Professional Certificate inTiny Machine Learning (TinyML)
I‘m interested

What you will learn

  • Fundamentals of machine learning, deep learning, and embedded devices.
  • How to optimize machine learning models for resource-constrained devices.
  • How to program in TensorFlow Lite for Microcontrollers.
  • How to use Python to train and deploy tiny machine learning models.
  • How to conceive and design your own tiny machine learning application.
  • How to gather data effectively for training machine learning models.

  • Expert instruction
    3 skill-building courses
  • Self-paced
    Progress at your own speed
  • 4 months
    2 - 4 hours per week
  • Discounted price:$807.30 Original price:$897.00 USD
    For the full program experience

Courses in this program

HarvardX's Tiny Machine Learning (TinyML) Professional Certificate

Meet your instructors
from Harvard University (HarvardX)

Vijay Janapa Reddi
Vijay Janapa Reddi

Associate Professor

John A. Paulson School of Engineering and Applied Sciences (SEAS), Harvard University

Laurence Moroney
Laurence Moroney

Lead AI Advocate

Google

Pete Warden
Pete Warden

Technical Lead of TensorFlow Mobile and Embedded

Google

Experts from Harvard University (HarvardX) committed to teaching online learning

Enrolling Now

Discounted price:$807.30 Original price:$897.00 USD

3 courses in 4 months

FAQs

Get started in data science

Browse other data science courses

Browse related topics

Whether you are looking to accelerate your career, earn a degree, or learn something for personal reasons, edX has the courses for you.

Propelling

Drive your career forward with university-backed credit programs and verified certificates

Convenient

Study and demonstrate knowledge on your schedule

Flexible

Try a course before you pay

Supportive

Learn with university partners and peers from around the world