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 second course of the two would focus more on algorithmic tools, and the other course would focus more on mathematical 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。本課程將較為著重方法類的工具，而另一課程將較為著重數學類的工具。]
機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations
Grow your skills with Coursera Plus for $239/year (usually $399). Save now.
機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations
Instructor: 林軒田
17,331 already enrolled
Included with
Gain insight into a topic and learn the fundamentals.
331 reviews
Intermediate level
Some related experience required
9 hours to complete
Flexible schedule
Learn at your own pace
Skills you'll gain
Tools you'll learn
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
2 assignments
Taught in Chinese (Traditional)
See how employees at top companies are mastering in-demand skills
There are 8 modules in this course
Instructor
Instructor ratings
(24 ratings)Offered by
Explore more from Machine Learning
Fractal Analytics
Coursera
University of Washington
Why people choose Coursera for their career
Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Learner reviews
- 5 stars
93.65%
- 4 stars
5.13%
- 3 stars
0.60%
- 2 stars
0.30%
- 1 star
0.30%
Showing 3 of 331
RR
Reviewed on Apr 14, 2018
A perfect course in spite of a little in-digestibility .
KJ
Reviewed on Oct 26, 2021
The course is moderately difficult and challenging
CC
Reviewed on Oct 7, 2021
Really great theoretical machine learning course!
Open new doors with Coursera Plus
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy