Since @ylecun introduced his cake analogy at NeurIPS 5 years ago, unsupervised learning and the self-supervised approach in particular, has been a major focus of @facebookai and other AI labs. Progress has been steady and remarkable almost everywhere - NLU, MT, Speech, CV, Video

Not only does this approach often lead to better performance when combined with small amount of supervision, but it offers the promise of a more inclusive and private AI, one that works for all languages and cultures and doesn’t require extensive human labeling. #ResponsibleAI
Here are pointers to some of our latest work relying on self-supervised learning:

Speech https://t.co/4K03h47kIl
CV https://t.co/FcS4QmYQMJ
NLU https://t.co/wCI2q93ybc
MT https://t.co/GIIyZ8qmZ5
Videos https://t.co/o4VWF0r0vK

Overall approach https://t.co/Yc7JoJs95j

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APIs in general are so powerful.

Best 5 public APIs you can use to build your next project:

1. Number Verification API

A RESTful JSON API for national and international phone number validation.

🔗
https://t.co/fzBmCMFdIj


2. OpenAI API

ChatGPT is an outstanding tool. Build your own API applications with OpenAI API.

🔗 https://t.co/TVnTciMpML


3. Currency Data API

Currency Data API provides a simple REST API with real-time and historical exchange rates for 168 world currencies

🔗 https://t.co/TRj35IUUec


4. Weather API

Real-Time & historical world weather data API.

Retrieve instant, accurate weather information for
any location in the world in lightweight JSON format.

🔗 https://t.co/DCY8kXqVIK

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