A visual Introduction to Federated or Collaborative Learning

Federated Learning enables mobile or embedded devices to collaboratively learn a shared prediction model while keeping all the training data on device, decoupling the ability to do machine learning from the need to store the data in the cloud.

More Info:
https://ai.googleblog.com/2017/04/fed...
https://github.com/FedML-AI/FedML/blo...
https://github.com/chaoyanghe/Awesome...
https://fedml.ai/

▬▬▬▬▬▬ ⏰ TUTORIAL TIME STAMPS ⏰ ▬▬▬▬▬▬
(00:00) Content Intro
(00:25) Machine Learning
(01:45) Federated Learning
(05:10) ML Scoring is not FL?
(06:27) How FL works?

Connect
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Prodramp LLC (@prodramp)
Website - https://prodramp.com
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Content Creator: Avkash Chauhan (@avkashchauhan)
  / avkashcha.  .
  / avkashchauhan  

Tags:
#ai #ml #dataengineering #dataprocessing #deeplearning #scikitlearn #dataengineering #gradio #federetedlearning #visuallearning #collaborativelearing #ml #