Computer science distilled : learn the art of solving computational problems /

A walkthrough of computer science concepts that you must know to program computers effectively. After a simple introduction to discrete math, it presents common algorithms and data structures. It also outlines the principles that make computers and programming languages work.

Bibliographic Details
Main Author:	Ferreira Filho, Wladston (Author)
Format:	Book
Language:	English
Published:	Las Vegas [Nevada] : Code Energy LLC, 2018.
Edition:	First edition.
Subjects:	Computer algorithms. Computer programming. Computer science. Data structures (Computer science)

Table of Contents:

1. Basics. Ideas
Logic
Counting
Probability
2. Complexity. Counting time
The big-O notation
Exponentials
Counting memory
3. Strategy. Iteration
Recursion
Brute force
Backtracking
Heuristics
Divide and conquer
Dynamic programming
Branch and bound
4. Data. Abstract data types
Common abstractions
Structures
5. Algorithms. Sorting
Searching
Graphs
Operations research
6. Databases. Relational
Non-relational
Distributed
Geographical
Serialization formats
7. Computers. Architecture
Compilers
Memory hierarchy
8. Programming. Linguistics
Variables
Paradigms
Conclusion
Appendix. Numerical bases
Gauss' trick
Sets
Kadane's algorithm.