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/federated-learning-collaborative.html
• https://github.com/FedML-AI/FedML/blob/master/research/Awesome-Federated-Learning.md
• https://github.com/chaoyanghe/Awesome-Federated-Learning
• 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

• Prodramp LLC (@prodramp)
• Website - https://prodramp.com
• LinkedIn - https://www.linkedin.com/company/prod...
• GitHub- https://github.com/prodramp/
• AngelList - https://angel.co/company/prodramp
• Facebook - https://www.facebook.com/Prodramp

Content Creator: Avkash Chauhan (@avkashchauhan)

• https://www.linkedin.com/in/avkashcha...
• https://twitter.com/avkashchauhan

Tags: #ai #ml #dataengineering #dataprocessing #deeplearning #scikitlearn #dataengineering #gradio #federetedlearning #visuallearning #collaborativelearing #ml # ... https://www.youtube.com/watch?v=bGuG57PTZyw