@dunik_7: Percy Liang teaches Stanford students how AI actually thinks now we get to learn it too. same lectures Stanford undergr…

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percy-liang stanford ai-education machine-learning free-course lecture-series

Summary

Percy Liang公开了他在斯坦福大学授课的AI课程，内容涵盖搜索规划、强化学习、概率与贝叶斯网络及机器学习基础，让公众免费学习原本高学费的课程。

Percy Liang teaches Stanford students how AI actually thinks now we get to learn it too. same lectures Stanford undergrads pay nearly $90,000 a year for. it teaches the math underneath every AI tool you use: / search and planning -> why agents loop the way they do / MDPs and RL -> why models reward-hack and how to spot it / probability and Bayes nets -> why outputs are calibrated (or aren't) / machine learning fundamentals -> what fine-tuning actually changes
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Cached at: 05/21/26, 07:39 PM

Percy Liang teaches Stanford students how AI actually thinks now we get to learn it too.

same lectures Stanford undergrads pay nearly $90,000 a year for.

it teaches the math underneath every AI tool you use:

/ search and planning -> why agents loop the way they do / MDPs and RL -> why models reward-hack and how to spot it / probability and Bayes nets -> why outputs are calibrated (or aren’t) / machine learning fundamentals -> what fine-tuning actually changes

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