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

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。]
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Rating 4.9 based on 74 ratings
Length 10 weeks
Starts Oct 18 (last week)
Cost $39
From National Taiwan University via Coursera
Instructors Hsuan-Tien Lin, 林軒田, 林軒田
Download Videos On all desktop and mobile devices
Language Chinese
Subjects Programming Data Science
Tags Computer Science Data Science Algorithms Machine Learning

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What people are saying

believe everyone can

I believe everyone can understand if he/she follow the course.

na do sth

Should recall or relearn math if you really wanna do sth on ML.

recall or relearn

basic knowledge

I will try my best to learn the basic knowledge of ML.

different view

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

from ntu

very good course 謝謝林軒田教授的教導 讓我對ML有了基本的認知 wonderful class !the teacher from NTU is quite humorous and gives class in an interesting and simple way!

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RESEARCH SCIENTIST (MACHINE LEARNING) $147k

Machine Learning Engineer 2 $161k

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Rating 4.9 based on 74 ratings
Length 10 weeks
Starts Oct 18 (last week)
Cost $39
From National Taiwan University via Coursera
Instructors Hsuan-Tien Lin, 林軒田, 林軒田
Download Videos On all desktop and mobile devices
Language Chinese
Subjects Programming Data Science
Tags Computer Science Data Science Algorithms Machine Learning

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