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Computer Science Distilled Learn the Art of Solving Computationa....pdf

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    Cover
    Copyright
    Contents
    Preface
    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
    COMPUTER S C I E N C E IILL
    COMPUTER S C I E N C E IILL W L A D S T O N F E R R E I R A F I L H O Las Vegas
    ©2017 Wladston Viana Ferreira Filho All rights reserved. Edited by Raimondo Pictet. Published by CODE ENERGY LLC  hi@code.energy  http//code.energy  http//twitter.com/code_energy  http//facebook.com/code.energy  S Jones Blvd # Las Vegas NV No part of this publication may be reproduced, stored in a re- trieval system or transmitted in any form or by any means, electronic, mechanical, photocopying, recording or other- wise, without permission from the publisher, except for brief quotations embodied in articles or reviews. While every precaution has been taken in the preparation of this book, the publisher and the author assume no responsi- bility for errors or omissions, or for damages resulting from the use of the information contained herein. Publisher’s Cataloging-in-Publication Data Ferreira Filho, Wladston. Computer science distilled: learn the art of solving computational problems / Wladston Viana Ferreira Filho. — 1st ed. x, 168 p. : il. ISBN 978-0-9973160-0-1 eISBN 978-0-9973160-1-8 1. Computer algorithms. 2. Computer programming. 3. Computer science. 4. Data structures (Computer science). I. Title. 004 – dc22 2016909247 First Edition, February 2017.
    Friends are the family we choose for ourselves. This book is dedicated to my friends Rômulo, Léo, Moto and Chris, who kept pushing me to “finish the damn book already”.
    I know that two & two make four—and should be glad to prove it too if I could—though I must say if by any sort of process I could convert 2 & 2 into five it would give me much greater pleasure. —LORD BYRON 1813 letter to his future wife Annabella. Their daughter Ada Lovelace was the first programmer.
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