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This course is an introduction to mathematical modeling of computational problems, as well as common algorithms, algorithmic paradigms, and data structures used to solve these problems.
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1
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
It emphasizes the relationship between algorithms and programming and introduces basic performance measures and analysis techniques for these problems.
Course content
- Introduction notes Unlimited
- Data Structures notes Unlimited
- Sorting notes Unlimited
- Hashing notes Unlimited
- Linear Sorting notes Unlimited
- Binary Trees, Part 1 notes Unlimited
- Binary Trees, Part 2: AVL notes Unlimited
- Binary Heaps notes Unlimited
- Breadth-First Search notes Unlimited
- Depth-First Search notes Unlimited
- Weighted Shortest Paths notes Unlimited
- Bellman-Ford notes Unlimited
- Dijkstra’s Algorithm notes Unlimited
- ASP & Johnson’s Algorithm notes Unlimited
- Dynamic Programming, Part 1: SRBOT, Fib, DAGs, Bowling notes Unlimited
- Dynamic Programming, Part 2: LCS, LIS, Coins notes Unlimited
- Dynamic Programming, Part 3 notes Unlimited
- Dynamic Programming, Part 4: Rods, Subsetsums, Pseudopolynomial notes Unlimited
- Complexity notes Unlimited
- Course Review notes Unlimited
Instructor
Massachusetts Institute of Technology
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