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EncartaLabs

TinyML

( Duration: 3 Days )

This TinyML training 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.

  • Attendees of TinyML workshop 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.

The TinyML class is ideal for:

  • Software Engineers
  • Software Developers

COURSE AGENDA

1

Welcome to TinyML

  • Course Introduction
  • The Future of ML is tiny and bright
  • TinyML Challenges
  • Getting Started
2

Introduction to Tensorflow Lite

  • Introduction to Tensorflow Lite and Micro
  • Model Optimisation
  • TFLite Micro Benchmarks
  • Module Recap
3

Introduction to (Tiny)ML

  • The Machine Learning Paradigm
  • The Building Blocks of Deep Learning
  • Exploring ML Application
  • Building a TinyML Model
  • Summary

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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