Computer Science Distilled: Learn the Art of Solving Computational Problems

Computer Science Distilled: Learn the Art of Solving Computational Problems

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Product Details

ISBN-13: 9780997316025
Publisher: Code Energy LLC
Publication date: 01/17/2017
Pages: 180
Sales rank: 290,963
Product dimensions: 5.50(w) x 8.50(h) x 0.49(d)

Table of Contents

1. Basics, 1.1 Ideas, 1.2 Logic, 1.3 Counting, 1.4 Probability, 2. Complexity, 2.1 Counting Time, 2.2 The Big-O Notation, 2.3 Exponentials, 2.4 Counting Memory, 3.Strategy, 3.1 Iteration, 3.2 Recursion, 3.3 Brute Force, 3.4 Backtracking, 3.5 Heuristics, 3.6 Divide and Conquer, 3.7 Dynamic Programming, 3.8 Branch and Bound, 4. Data, 4.1 Abstract Data Types, 4.2 Common Abstractions, 4.3 Structures, 5. Algorithms, 5.1 Sorting, 5.2 Searching, 5.3 Graphs, 5.4 Operations Research, 6. Databases, 6.1 Relational, 6.2 Non-Relational, 6.3 Distributed, 6.4 Geographical, 6.5 Serialization Formats, 7. Computers, 7.1 Architecture, 7.2 Compilers, 7.3 Memory Hierarchy, 8. Programming, 8.1 Linguistics, 8.2 Variables, 8.3 Paradigms

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