UCB CS189: Introduction to Machine Learning - CS自学指南 #185
giscus[bot]
bot
Replies: 17 comments 26 replies
-
|
好像2022年春季的课程不再开源autograder和notes了，所以有没有哪位大佬能够提供notes呀 |
Beta Was this translation helpful? Give feedback.
-
|
哪个大佬有往年的嘛 没锁住的 |
Beta Was this translation helpful? Give feedback.
-
|
能发一下kaggle的链接嘛 |
Beta Was this translation helpful? Give feedback.
-
|
作业的pdf文档里一般都会给出对应kaggle链接 |
Beta Was this translation helpful? Give feedback.
-
|
春季的是这样的 直接提交csv文件到对应kaggle比赛就能打分 ，至于秋季的就不清楚了 |
Beta Was this translation helpful? Give feedback.
-
|
同求往年没锁的课程码 |
Beta Was this translation helpful? Give feedback.
-
|
找到一个2023 Spring 的 该课程，https://people.eecs.berkeley.edu/~jrs/189/，游客可以访问屏幕录制，好像比油管上的视频更加清晰 |
Beta Was this translation helpful? Give feedback.
-
|
请问有23 spring的autograder 的entrycode吗 |
Beta Was this translation helpful? Give feedback.
-
|
肯定没有吧，这个应该是内部人员才有的。 |
Beta Was this translation helpful? Give feedback.
-
|
spring23的视频：https://www.youtube.com/playlist?list=PLppfe3aWPcD4fthieedXTrE3kQz8rvtJt （偷偷问这是能上传油管的吗🤷 |
Beta Was this translation helpful? Give feedback.
-
|
有无大佬有之前的public 的gradescope的激活码啊？最新的2023AU的是E73744，但是有due date，due date之后好像就锁了 |
Beta Was this translation helpful? Give feedback.
-
|
sp和fa的版本在内容上有挺大的不同，fa的版本偏理论，难度也较大，具体区别可以参考这个贴子: https://www.reddit.com/r/berkeley/comments/1b67zhw/thoughts_on_fall_cs_189_compared_to_spring_189/ 不过我注意到fa版本的作业似乎没有完全开源，官网中只给出了部分作业的文件，而且也没有答案，如果有同学知道在哪里可以找到这些文件可以分享一下～ |
Beta Was this translation helpful? Give feedback.
-
|
推荐Spring的版本，除了手写作业答案都是公开的，视频可以在B站上找到，Coding作业可以在官网下载并在Kaggle上提交（接受late submission），lecture notes (LaTeX) 可以在教授的网站上找到，https://people.eecs.berkeley.edu/~jrs/ 翻到professing并选择你看的学期 |
Beta Was this translation helpful? Give feedback.
-
|
本来是发在帖子下面的不小心点成回复了不好意思：） |
Beta Was this translation helpful? Give feedback.
-
|
感谢，上面的网站真的很有帮助 |
Beta Was this translation helpful? Give feedback.
-
|
请问spring的官网是什么呢，wayback machine上面好像只能找到fall的 |
Beta Was this translation helpful? Give feedback.
-
|
spring的官网似乎就是上面的，我也没有发现其他的。作业确实用Jupyter写的，也许可以先学Data100再学这个，应该会很有帮助。 |
Beta Was this translation helpful? Give feedback.
-
|
好像kaggle不能late submit了 |
Beta Was this translation helpful? Give feedback.
-
|
大佬们，求182的 |
Beta Was this translation helpful? Give feedback.
-
|
最新的课程视频 2024 Fall https://berkeley-haas.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22380bd203-98f7-4a83-946e-b1d401302c37%22 |
Beta Was this translation helpful? Give feedback.
-
|
这门课教材用的还是Bishop的新书 https://www.bishopbook.com/ |
Beta Was this translation helpful? Give feedback.
-
|
看了一下这些课在理论方面还是相对较弱，因为这领域技术迭代比较快，而且学习人员背景复杂，这些教学思路倒也可以。 |
Beta Was this translation helpful? Give feedback.
-
|
您好，请问如果研究生搞cv或者llm这些方向，需要对Probabilistic ML有所了解嘛，本人马上研一。 |
Beta Was this translation helpful? Give feedback.
-
根据需求去学习，而不是学习去收集 |
Beta Was this translation helpful? Give feedback.
-
|
在学24fall，课程网站突然就变成23fall的了，请问有人存了24fall的homework,discussion吗 |
Beta Was this translation helpful? Give feedback.
-
|
https://web.archive.org/web/20250118005857/https://eecs189.org/ |
Beta Was this translation helpful? Give feedback.
-
|
感谢，好像只有spring的有kaggle提交 |
Beta Was this translation helpful? Give feedback.
-
|
今年25fall的课程改了不少，很多传统的内容都没讲，加入了不少深度学习的内容。 |
Beta Was this translation helpful? Give feedback.
-
|
似乎今年的课程改革了,老师和slide都很新,有任何25fall的课程资源吗?想试着听听看 |
Beta Was this translation helpful? Give feedback.
-
|
我能搞到recording，要一起学吗
…---- 回复的原邮件 ----
发件人 Junqi ***@***.***> 日期 2025年09月05日 18:34 收件人 ***@***.***> 抄送至 David ***@***.***>***@***.***> 主题 Re: [PKUFlyingPig/cs-self-learning] UCB CS189: Introduction to Machine Learning - CS自学指南 (Discussion #185)
似乎今年的课程改革了,老师和slide都很新,有任何25fall的课程资源吗?想试着听听看
—
Reply to this email directly, view it on GitHub, or unsubscribe.
You are receiving this because you commented.Message ID: ***@***.***>
|
Beta Was this translation helpful? Give feedback.
-
|
1062109984，建了个群，可以一起
…---- 回复的原邮件 ----
发件人 Junqi ***@***.***> 日期 2025年09月05日 18:34 收件人 ***@***.***> 抄送至 David ***@***.***>***@***.***> 主题 Re: [PKUFlyingPig/cs-self-learning] UCB CS189: Introduction to Machine Learning - CS自学指南 (Discussion #185)
似乎今年的课程改革了,老师和slide都很新,有任何25fall的课程资源吗?想试着听听看
—
Reply to this email directly, view it on GitHub, or unsubscribe.
You are receiving this because you commented.Message ID: ***@***.***>
|
Beta Was this translation helpful? Give feedback.
-
|
我怎样才能加入这个小组？ |
Beta Was this translation helpful? Give feedback.
-
|
qq群，the group number of QQ，an app of china
…---- 回复的原邮件 ----
发件人 ***@***.***> 日期 2025年09月13日 15:36 收件人 ***@***.***> 抄送至 David ***@***.***>***@***.***> 主题 Re: [PKUFlyingPig/cs-self-learning] UCB CS189: Introduction to Machine Learning - CS自学指南 (Discussion #185)
我怎样才能加入这个小组？
—
Reply to this email directly, view it on GitHub, or unsubscribe.
You are receiving this because you commented.Message ID: ***@***.***>
|
Beta Was this translation helpful? Give feedback.
-
|
还有其他方式观看视频吗？我也想进群。你们有不和谐吗？ |
Beta Was this translation helpful? Give feedback.
-
|
进群直接加就行
…---- 回复的原邮件 ----
发件人 ***@***.***> 日期 2025年09月13日 17:54 收件人 ***@***.***> 抄送至 David ***@***.***>***@***.***> 主题 Re: [PKUFlyingPig/cs-self-learning] UCB CS189: Introduction to Machine Learning - CS自学指南 (Discussion #185)
还有其他方式观看视频吗？我也想进群。你们有不和谐吗？
—
Reply to this email directly, view it on GitHub, or unsubscribe.
You are receiving this because you commented.Message ID: ***@***.***>
|
Beta Was this translation helpful? Give feedback.
-
|
https://github.com/vixitor/berkeleycs189 sp25我在伯克利上过这门课这是当时的笔记可以参考一下，个人感觉这门课难度不是特别大，春季学期来讲，700人的考试最后考了20名喜提A+，这门课最主要的作用对我来说是了解了很多机器学习的概念，但是和现在的ai研究差别还是很大的，如果能力够的话可以直接上神经网络的课，这个课很多都是传统机器学习，神经网络只涉及一点点，然后数学线代概率期望之类的东西比较多 |
Beta Was this translation helpful? Give feedback.
-
|
现在不一样了，25fa一半都是深度学习的内容，跟现在的大模型挺贴近了 |
Beta Was this translation helpful? Give feedback.
-
|
我写的 Spring 2024 版本的所有资料，包括 Discussions, Homework 和 Exams 都在 2025 以及之前的 spring 学期的 CS189 都是 Jonathan Shewchuk 教授讲的，内容以及作业都差不多，偏向传统的 Machine Learning 带一部分 Deep Learning 的内容，Fall2025 的版本改为更加贴近 Deep Learning 的形式，基本不涉及传统 Machine Learning ，数学推导也少了很多，如果有想要打下扎实的 Machine Learning 基础的同学建议学 spring22-25 的版本 |
Beta Was this translation helpful? Give feedback.
and others
Uh oh!
There was an error while loading. Please reload this page.
-
UCB CS189: Introduction to Machine Learning - CS自学指南
CS自学指南
https://csdiy.wiki/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/CS189/
Beta Was this translation helpful? Give feedback.
All reactions