What you will learn
- 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.
- How to automate a MLOps life cycle.
- Real-world examples and case studies of MLOps Platforms targeting tiny devices.
Program Overview
Expert instruction
3 skill-building courses
Self-paced
Progress at your own speed
5 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 Applied Tiny Machine Learning (TinyML) for Scale Professional Certificate
- Applications of TinyML
- Deploying TinyML
- MLOps for Scaling 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 5 months
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