[數撚圍爐區] 越上連登越唔識數學架 (15)

Post 6: https://lihkg.com/thread/951155/page/1
Post 7: https://lihkg.com/thread/981465/page/1
Post 8: https://lihkg.com/thread/1006533/page/1
Post 9: https://lihkg.com/thread/1023426/page/1
Post 10: https://lihkg.com/thread/1040423/page/1
Post 11: https://lihkg.com/thread/1081003/page/1
Post 12: https://lihkg.com/thread/1107167/page/1
Post 13: https://lihkg.com/thread/1135315/page/1
Post 14: https://lihkg.com/thread/1154074/page/1


歡迎所有對本科數學或以上有興趣的人入黎討論

Booklist (歡迎大家填同留comment)
https://docs.google.com/spreadsheets/d/10w83xzjQZNqJXm2bQbUlvnahQjUbZAxKlHyVvNgS2IE/edit#gid=0

如果想問參考書請提供background, level, 同埋想用黎做咩 (e.g.純粹想applied落某D problem, 考qual, etc.)

lm

Cs background, year1 讀過下algebra， 但畢左業12年，好多唔記得晒，最近想學下stat, specifically 係想研究下probability同algebra 點樣apply落machine learning, 有咩algebra 書岩我睇，最好係由foundation level, 因為真係好多concepts 唔記得晒.
同埋一般algebra要學到幾深入至可以睇probability?
thanks 巴打

algebra同probability開頭無關係架喎

搵個幾份paper睇，入面啲數真係完全睇唔明

elementary prob 唔需要algebra(其實就算advanced啲嘅都唔係點使，反而analysis重要好多，尤其是real)
建議你首先make sure你仲記得以前學過嘅calculus同linear algebra
跟住睇返elementary prob先，跟住睇elementary stat，再睇真係畀stat人睇嘅regression書
咁應該大概有個良好嘅基礎
stat好少用algebra，我淨係知道invariant test有少少用到，但其實stat最緊要都係calculus/analysis同linear algebra
ai應該得啲好深好痴線嘅嘢先至會同algebra拉到關係，暫時我都冇乜見過 （有篇language modelling見過少少algebra，不過而家應該都清一色用晒rnn，唔知仲會唔會見到呢類）

其實我懷疑佢可能係混淆咗linear algebra同algebra

Lm

留名等巴打發明algebraic probabiltiy