Learn the Art of Solving Computational Problems
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Köp båda 2 för 467 krA high-level overview of networking, data science and computer security. Designed for readers who don't care for academic formalities, it's a fast and easy guide. It teaches the foundations programmers and knowledge workers need to maximize ...
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