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.
Program Overview
Expert instruction
3 skill-building courses
Self-paced
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
HarvardX's Tiny Machine Learning (TinyML) Professional Certificate
- Fundamentals of TinyML
- Applications of TinyML
- Deploying TinyML
- Job Outlook
Meet your instructors from Harvard University (HarvardX)
Vijay Janapa Reddi
Associate Professor
John A. Paulson School of Engineering and Applied Sciences (SEAS), Harvard University
Experts from HarvardX committed to teaching online learning
Enrolling Now
Discounted price: $807.30
Pre-discounted price: $897USD
3 courses in 4 months
FAQs
Who can take this program?
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