Next Generation ML

Problems of "traditional machine learning "

• Dataset and labeling --> Semi-supervised learning

• Data privacy --> federated learning

• Self-improvements --> RF ( reinforcement learning)

• Self-Creation data --> Generative AI 

Generative AI

https://www.youtube.com/watch?v=G2fqAlgmoPo&t=362s 

• Google PalM 2 vs OpenAI GPT-4

https://www.makeuseof.com/google-palm-2-vs-openai-gpt-4/

• GAN

https://developers.google.com/machine-learning/gan/gan_structure

reinforcement learning

https://huggingface.co/blog/deep-rl-intro

https://python-data-science.readthedocs.io/en/latest/reinforcement.html

VML and Robot