AI foundations
Free
CS50: Understanding Technology
with Harvard
Plain-language grounding for everyone else.
Beginner 12h Certificate
CS50: Introduction to AI with Python
Search, knowledge, optimisation and neural nets, taught properly.
Harvard's introduction to artificial intelligence with Python: search, knowledge representation, uncertainty, optimisation, machine learning, neural networks and language.
with Harvard
Listed by AI Review Rating. We are not affiliated with Harvard and earn nothing from this link.
Course overview
It is taught properly, with problem sets that make you implement the algorithms rather than call them, and it is the course to take if you want a real foundation rather than a tour.
What you will learn
- Implement search algorithms and understand where each one fits
- Represent knowledge and reason about uncertainty in code
- Apply optimisation and machine learning techniques from scratch
- Build neural networks and work with language data
Who this course is for
Programmers moving into AI
implementation, not overview
CS50 graduates
the natural continuation of the intro course
Course details
FormatUniversity course with problem sets and projects
LevelBeginner
PriceFree
Time70 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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