ELL: The Microsoft Embedded Learning Library - Principles and Applications

ELL: The Microsoft Embedded Learning Library - Principles and Applications

tinyML via YouTube Direct link

The Embedded Learning Library

2 of 14

2 of 14

The Embedded Learning Library

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

ELL: The Microsoft Embedded Learning Library - Principles and Applications

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro
  2. 2 The Embedded Learning Library
  3. 3 Al compiler vs. Al runtime
  4. 4 Evaluation
  5. 5 Architecture search
  6. 6 Lossless acceleration
  7. 7 Lossy Acceleration mix and match compression techniques
  8. 8 Quantization semantics
  9. 9 Quantization representation
  10. 10 Quantization example
  11. 11 Quantization performance
  12. 12 Quantized weight accuracy
  13. 13 Quantized activation accuracy
  14. 14 Current focus areas

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.