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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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26 - 50 of 162 Reviews for 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

By ShaohuaWang

Jul 23, 2017

Very Very wonderful course of theory about machine Learning, Very useful, thank you.

By Yi-Jung L

Aug 8, 2019

If the answer and the explanation of the homework are provided, it will be better.

By Harry L

Dec 2, 2017

This is a very nice courses. But I think the test is super hard for some students.

By newman123

May 26, 2018

hope there are more exercises, some problems seem to be too hard to understand...

By LZU_Ivan

Mar 25, 2018

it gives me a different view of ml,it's a really rigorous course. Thanks

By Tony C

Jun 17, 2019

Great introduction for mathematical foundations of machine learning

By FanZhiYu

Apr 19, 2018

Best course for the learners with some concepts of machine learning

By cornell

Oct 6, 2021

Really great theoretical ML course! And it is really hard lol~

By Claire Y

Jan 14, 2021

It is still difficult for a novice especially last 4 lectures.

By 爺 菁

Jul 15, 2017

It's very useful, hope for some cases in industrial some day.

By Janne C

Jul 5, 2017

老師上課說的淺顯易懂,並運用範例與測試,可以增進對課程熟悉度,對於初次接觸Machine Learning 是個好選擇。

By Edward C

Dec 2, 2017

Base on very fundamental concepts of the Machine Learning.

By liubai01

Sep 9, 2018

机器学习基石上课程目标不在于工程能力,而在于提供一种思路:为什么机器学习能work?这是很多其他课程不能带来的。

By Song Z

Feb 27, 2024

内容本身有一定理解难度, 但是老师讲的很清楚, 配合上推荐的阅读资料, 学完之后感觉基础扎实了很多.

By Xiaoyang G

Sep 18, 2017

This classs is so fundamental to maching learning.

By Deleted A

Feb 27, 2018

This course is the best course for ML beginners!

By Chieh Y C

Jul 1, 2017

Best ML Foundations courses for Chinese students

By 林志皓

Dec 5, 2019

Great course arrangement and teaching skills !

By TANG C

Aug 15, 2019

A Really helpful introduction course! Thanks!

By TED

Apr 26, 2019

incredible amazing course,thank you, prof.lin

By nblt1998

Aug 15, 2018

Very interesting and easy to understanding:)

By akiladevi

Oct 23, 2020

The course was very useful and informative

By Zhicheng D

Oct 17, 2017

内容相对比较理论化,但老师讲的非常详细,数学公式什么的推理过程也非常详细。强力推荐!

By sxli

Mar 22, 2023

非常好的课程,林老师解释得很详尽耐心,最重要的是目前还在回复提出的问题,非常感谢!

By Zixiao L

Mar 1, 2018

需要一定的数学基础,对于文科背景的同学来说还是有点难,不过课程非常优秀,值得推荐。