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This course covers the development of programs containing a significant amount of knowledge about their application domain.
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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
The course includes a brief review of relevant AI techniques; case studies from a number of application domains, chosen to illustrate principles of system development; a discussion of technical issues encountered in building a system, including selection of knowledge representation, knowledge acquisition, etc.; and a discussion of current and future research. The course also provides hands-on experience in building an expert system (term project).
Course content
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- Course Organization; Spirit of the Undertaking Unlimited
- Tell it What to Know; Search Unlimited
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- Origins of KBS: MACSYMA and DENDRAL Unlimited
- Application Analysis Case Study: Case Introduction Unlimited
- Rule-Based Systems Unlimited
- Semantic Nets Unlimited
- Logic Unlimited
- Frame-Based Systems Unlimited
- Uncertain Reasoning, Models of Rationality Unlimited
- Pragmatic Issues in Knowledge Acquisition Unlimited
- Summary of Knowledge Representation Unlimited
- Ontologies and Data Mining Unlimited
Instructor
Massachusetts Institute of Technology
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