Join us for a FREE hands-on Meetup webinar on From Idea to Impact: Product Management in the Age of Generative AI | Friday, December 13th, 2024 · 5:00 PM IST/ 7:30 AM EST Join us for a FREE hands-on Meetup webinar on From Idea to Impact: Product Management in the Age of Generative AI | Friday, December 13th, 2024 · 5:00 PM IST/ 7:30 AM EST
Search
Close this search box.
Search
Close this search box.

Fundamentals of TinyML

Ramp up yourself on TinyML in shortest possible time

Duration

3 Days

Level

Basic Level

Design and Tailor this course

As per your team needs

Edit Content

This course has been designed and developed for providing knowledge about the Fundamentals of TinyML. It provides hands-on experience using Tensorflow Lite to build deep learning solutions for embedded and low-powered devices along with. The course also focuses on responsible AI design and building various applications of TinyML.

Edit Content
  • Software Engineers
  • Software Developers
Edit Content
  • Course Introduction
  • The Future of ML is tiny and bright
  • TinyML Challenges
  • Getting Started
  • Introduction to Tensorflow Lite and Micro
  • Model Optimisation
  • TFLite Micro Benchmarks
  • Module Recap
  • The Machine Learning Paradigm
  • The Building Blocks of Deep Learning
  • Exploring ML Application
  • Building a TinyML Model
  • Summary
Edit Content

Attendees should preferably have basic knowledge of Unix commands and Basic Programming Knowledge of Python. The attendees should also know Machine Learning, Deep Learning and Tensorflow framework.

Connect

we'd love to have your feedback on your experience so far