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Learner Reviews & Feedback for 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations by National Taiwan University

4.9
stars
909 ratings

About the Course

Machine learning is the study that allows computers to adaptively improve their performance with experience accumulated from the data observed. Our two sister courses teach the most fundamental algorithmic, theoretical and practical tools that any user of machine learning needs to know. This first course of the two would focus more on mathematical tools, and the other course would focus more on algorithmic tools. [機器學習旨在讓電腦能由資料中累積的經驗來自我進步。我們的兩項姊妹課程將介紹各領域中的機器學習使用者都應該知道的基礎演算法、理論及實務工具。本課程將較為著重數學類的工具,而另一課程將較為著重方法類的工具。]...

Top reviews

LL

Jun 23, 2018

This course give a theoretical analysis of machine learning,though there is not much introduction of algorithm in detail,but this helped me open a new door of machine learning.

TT

Mar 3, 2018

I am very grateful to the teacher for bring me to the world of Machine Learing. I am new in the field. I will try my best to learn the basic knowledge of ML.

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151 - 162 of 162 Reviews for 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

By Jiazhi G

Aug 18, 2017

許多名詞似乎是自創新詞,但都能很好地描述ML的理論

課程的統計很吃重,難度的分配有些不均勻

整體來說是非常適合有數學底子學生的扎實入門課程

By Boyang W

Aug 6, 2017

林老师讲课很好,但是希望老师在讲到一些比较容易混淆的概念的时候,可以举一些例子帮助我们加深理解。

By Gao C

Jan 3, 2018

课程不错,不过很多章节需要多看两遍才能清楚理解

By Jackson P

Jun 8, 2019

理論較深,也和其他機器學習課程起點不太一樣

By alexhanbing

Aug 29, 2018

VC等在当前的指导意义不是很大,整体不错

By 黄鑫荣

Oct 11, 2018

问题的切入点怪怪的,不如吴恩达的易懂

By ZhengLiangLiang

Dec 24, 2017

课上得特别好 但是习题给的提示不够

By Qier W

Aug 13, 2020

great cours!

By 李瑞平

Apr 26, 2018

偏重于机器学习的理论基础

By YIHONG J

May 11, 2020

This course is not as fantastic as it is widely advertised. The material taught is not enough to cope with the difficulty of homework. If you have ample time and support this course would be great, otherwise, it is not very self-contained.

By Juan I

Sep 4, 2022

only in chinise

By Ananya A

Sep 23, 2020

No English Audio