Monday, January 6, 2014

Data Structures & Algorithms


Data Structures and Algorithm

Topic
Download pdf slides
1 Introduction to Algorithms
2 Asymptotic Notation
3 Modeling / Logarithms
4 Elementary Data Structures
5 Dictionary data structures / Trees
6 Sorting
7 Heapsort/Priority Queues
8 Quicksort
9 Linear Sorting
10 Graph Data Structures
11 Breadth/Depth-First Search
12 Topological Sort / Connectivity
13 Minimum Spanning Trees
14 Shortest Path
15 All-Pairs Shortest Paths
16 Combinatorial Search
17 Program optimization
18 Introduction to Dynamic Programming
19 Examples of Dynamic Programming
20 Introduction to NP-completeness
21 Reductions
22 More Reductions
23 Cook's Theorem / Harder Reduction
24 The NP-completeness challenge
25 Approximation Algorithms
26 Heuristic Methods

Data Structures and Algorithm Analysis

(Click to Download Power Point Slides)

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