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Applied Tiny Machine Learning (TinyML) for Scale
Professional Certificate programs are series of courses designed by industry leaders and top universities to build and enhance critical professional skills needed to succeed in todays most in-demand fields.
Free
This Course Includes
edx
0 (0 reviews )
5 months at 2 - 4 hours per week
english
Online - Self Paced
professional certificate
Harvard University
About Applied Tiny Machine Learning (TinyML) for Scale
HarvardX's Applied Tiny Machine Learning (TinyML) for Scale Professional Certificate
Applications of TinyML
Deploying TinyML
MLOps for Scaling TinyML
Job Outlook
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..