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This course introduces representations, techniques, and architectures used to build applied systems and to account for intelligence from a computational point of view
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English
English [CC]
FREE
- Learn basic syntax that can apply to any language.
- Learn what is a programming language and the basic concepts for beginners.
- Understand what is Javascript in it's truest form.
- Know the basic syntax of Javascript.
- Know some hidden quirks in Javascript.
Description
This course also explores applications of rule chaining, heuristic search, logic, constraint propagation, constrained search, and other problem-solving paradigms. In addition, it covers applications of decision trees, neural nets, SVMs and other learning paradigms.
Course content
- Introduction Unlimited
- Search Unlimited
- Constraint Satisfactory Problems (CSP) and Games Unlimited
- Learning Introduction Unlimited
- Machine Learning I Unlimited
- Machine Learning II Unlimited
- Machine Learning III Unlimited
- Machine Learning IV Unlimited
- Logic I Unlimited
- Logic II Unlimited
- Logic Programming Unlimited
- Language Understanding Unlimited
Instructor
Massachusetts Institute of Technology
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