Machine learning
Free
Machine Learning Crash Course
with Google
Short, practical, with interactive exercises.
Beginner 15h
Data Science: Building Machine Learning Models
Part of Harvard's Data Science certificate track.
Part of Harvard's data science certificate track, built around a single project: a movie recommendation system, which is one of the most successful applications of the techniques it teaches.
with Harvard
Listed by AI Review Rating. We are not affiliated with Harvard and earn nothing from this link.
Course overview
Learning the method by building the thing works better here than a survey course would.
What you will learn
- Build a recommendation system end to end
- Apply regularisation and matrix factorisation to real data
- Evaluate a model against a baseline that means something
- Understand where these techniques succeed and where they do not
Who this course is for
Data science students
the applied half of the certificate track
Practitioners
a complete worked build rather than fragments
Course details
FormatOnline course with a build project
LevelIntermediate
PriceFree
Time40 hours
CertificateYes, on completion
About Harvard
Harvard University publishes a large share of its computer science and data science teaching openly, through Harvard Online and edX. The CS50 family is its best known series and is free to take, with a paid certificate option.
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