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

851 ratings
158 reviews

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

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.

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 153 Reviews for 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

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

R​eally 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


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 !


Aug 15, 2019

A Really helpful introduction course! Thanks!


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


By Zixiao L

Mar 1, 2018


By 周恒

Jan 4, 2018


By Tse-Yu L

Feb 18, 2018

Nice course, excellent course design.

By Hanchen X

Dec 10, 2017

Excellent course on Machine Learning!

By Yulei Q

Apr 10, 2021


By An W

Nov 11, 2018