Machine learning
Free
Machine Learning and AI with Python
with Harvard
Decision trees and model tuning, applied to real data.
Intermediate 63h Certificate
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
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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.
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
Learner ratings
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