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The Future of ML is Tiny and Bright

Professional Certificate in
Tiny Machine Learning (TinyML)

What you will learn

  • Fundamentals of machine learning, deep learning, and embedded devices.
  • How to gather data effectively for training machine learning models.
  • How to use Python to train and deploy tiny machine learning models.
  • How to optimize machine learning models for resource-constrained devices.
  • How to conceive and design your own tiny machine learning application.
  • How to program in TensorFlow Lite for Microcontrollers.
Expert instruction
3 skill-building courses
Progress at your own speed
4 months
2 - 4 hours per week
Discounted price: $807.30
Pre-discounted price: $897USD
For the full program experience

Courses in this program

  1. HarvardX's Tiny Machine Learning (TinyML) Professional Certificate

Meet your instructors
from Harvard University (HarvardX)

Vijay Janapa Reddi
Associate Professor
John A. Paulson School of Engineering and Applied Sciences (SEAS), Harvard University
Laurence Moroney
Lead AI Advocate
Pete Warden
Technical Lead of TensorFlow Mobile and Embedded

Experts from HarvardX committed to teaching online learning

Enrolling Now

Discounted price: $807.30
Pre-discounted price: $897USD
3 courses in 4 months
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