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返回到 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

学生对 国立台湾大学 提供的 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations 的评价和反馈

4.9
841 个评分
155 条评论

课程概述

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。]...

热门审阅

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.

筛选依据:

26 - 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations 的 50 个评论(共 150 个)

创建者 Tony C

Jun 17, 2019

Great introduction for mathematical foundations of machine learning

创建者 FanZhiYu

Apr 19, 2018

Best course for the learners with some concepts of machine learning

创建者 cornell

Oct 6, 2021

R​eally great theoretical ML course! And it is really hard lol~

创建者 Claire Y

Jan 14, 2021

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

创建者 爺 菁

Jul 15, 2017

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

创建者 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。

创建者 Edward C

Dec 2, 2017

Base on very fundamental concepts of the Machine Learning.

创建者 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。

创建者 Xiaoyang G

Sep 18, 2017

This classs is so fundamental to maching learning.

创建者 Deleted A

Feb 27, 2018

This course is the best course for ML beginners!

创建者 Chieh Y C

Jul 1, 2017

Best ML Foundations courses for Chinese students

创建者 林志皓

Dec 5, 2019

Great course arrangement and teaching skills !

创建者 TANG C

Aug 15, 2019

A Really helpful introduction course! Thanks!

创建者 TED

Apr 26, 2019

incredible amazing course,thank you, prof.lin

创建者 nblt1998

Aug 15, 2018

Very interesting and easy to understanding:)

创建者 鄭祐銓

Jan 31, 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

创建者 akiladevi

Oct 23, 2020

The course was very useful and informative

创建者 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!

创建者 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。

创建者 周恒

Jan 4, 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。

创建者 Tse-Yu L

Feb 18, 2018

Nice course, excellent course design.

创建者 Hanchen X

Dec 10, 2017

Excellent course on Machine Learning!

创建者 Yulei Q

Apr 10, 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。

创建者 An W

Nov 11, 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

创建者 Andrew H

Aug 23, 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