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Introduction to using computation to solve real problems.
The course is
aimed at students with little or no prior programming
experience who
have a desire (or at least a need) to understand computational
approaches to problem solving.
Artificial Intelligence - Berkeley (U of California)
CS188.1x is an online adaptation of the first half of UC Berkeley's upper division course CS188: Introduction to Artificial Intelligence.
Prerequisites:
- Object-Oriented Programming
- Recursion
- Python or ability to learn Python quickly (mini-tutorial provided)
- Lists vs Sets (Arrays, Hashtables)
- Queuing (Stacks, Queues, Priority Queues)
- Trees vs Graphs (Traversal, Backpointers)
- Probability, Random Variables, and Expectations (Discrete)
- Basic Asymptotic Complexity (Big-O)
- Basic Counting (Combinations and Permutations)
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