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836 Bewertungen
153 Bewertungen

Über den Kurs

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-Bewertungen

LL
23. Juni 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
3. März 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 von 148 Bewertungen für 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

von Tony C

17. Juni 2019

Great introduction for mathematical foundations of machine learning

von FanZhiYu

19. Apr. 2018

Best course for the learners with some concepts of machine learning

von Claire Y

14. Jan. 2021

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

von 爺 菁

15. Juli 2017

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

von Janne C

5. Juli 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。

von Edward C

2. Dez. 2017

Base on very fundamental concepts of the Machine Learning.

von liubai01

9. Sep. 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。

von Xiaoyang G

18. Sep. 2017

This classs is so fundamental to maching learning.

von Deleted A

27. Feb. 2018

This course is the best course for ML beginners!

von Chieh Y C

1. Juli 2017

Best ML Foundations courses for Chinese students

von 林志皓

5. Dez. 2019

Great course arrangement and teaching skills !

von TANG C

15. Aug. 2019

A Really helpful introduction course! Thanks!

von TED

26. Apr. 2019

incredible amazing course,thank you, prof.lin

von nblt1998

15. Aug. 2018

Very interesting and easy to understanding:)

von 鄭祐銓

31. Jan. 2021

講得很清晰,而且從「演算法為什麼可以學習」切入,是其他課程比較少聽到的講解角度,很推薦

von akiladevi

23. Okt. 2020

The course was very useful and informative

von Zhicheng D

17. Okt. 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!

von Zixiao L

1. März 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。

von 周恒

4. Jan. 2018

感谢老师让我这英文水平不是很好地华语学生能够学习到这么优质的课程。谢谢老师。

von Tse-Yu L

18. Feb. 2018

Nice course, excellent course design.

von Hanchen X

10. Dez. 2017

Excellent course on Machine Learning!

von Yulei Q

10. Apr. 2021

老师的推导公式证明很基础,但需要借助slides的图示才比较容易理解。

von An W

11. Nov. 2018

讲的很好,但是真的是非常基石了,前面8讲只讲了一个PLA算法也是醉了

von Andrew H

23. Aug. 2018

簡明易懂,推導更是清楚,令人驚艷! 惟作業二部分題目在理解上較為費力

von Ke S

3. Okt. 2017

Very interesting and illustrative!