Applied Math in Machine Learning

【鄂维南:机器学习是应用数学几十年未有之机遇 – 今日头条】

https://m.toutiao.com/is/RJetHU4/

Supervised Machine Learning (ML), Unsupervised ML, Reinforced ML, use Function Approximation, Probability Distribution, Bellman Equation, resp.

Bellman Equation

https://zhuanlan.zhihu.com/p/139559442

Baking recipes made by AI | Google Cloud

AI Baking :
“Breakie” = Bread + Cookie
“Cakie” = Cake + Cookie

https://cloud.google.com/blog/topics/developers-practitioners/baking-recipes-made-ai

Remark:

By the way, the 1789 AD French Revolution Queen Marrie Antoinette’s famous quote of “WHY don’t the hungry farmers go eat Brioch ? “

“Brioch” = 50% Bread + 50% Cake

Cake-like “high-class” bread ‘Brioch’ made by my bread machine.
Butter-rich “Brioch”

Math for Machine Learning

https://m.toutiaocdn.com/group/6718944210772296199/?app=news_article_lite&timestamp=1576805548&req_id=20191220093228010010035021060A59F2&group_id=6718944210772296199

Applied Linear Algebra (UCLA) : https://m.toutiaocdn.com/group/6764583136924795404/?app=news_article_lite&timestamp=1576806523&req_id=201912200948430100140470170527E0E2&group_id=6764583136924795404