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
- LinkedIn - LinkedIn: prod..
- GitHub- https://github.com/prodramp/
- AngelList - https://angel.co/company/prodramp
- Facebook - Facebook: Prodramp

Content Creator: Avkash Chauhan (@avkashchauhan)
- LinkedIn: avkashcha..
- Twitter: avkashchauhan

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

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• #federated_learning