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Algorithms in a Nutshell

2008-10-14 Computers
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Release : 2008-10-14
Genre : Computers
Kind : eBook
Book Rating : 133/5 ( reviews)

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Book Synopsis Algorithms in a Nutshell by : George T. Heineman

Download or read book Algorithms in a Nutshell written by George T. Heineman. This book was released on 2008-10-14. Available in PDF, EPUB and Kindle. Book excerpt: Creating robust software requires the use of efficient algorithms, but programmers seldom think about them until a problem occurs. Algorithms in a Nutshell describes a large number of existing algorithms for solving a variety of problems, and helps you select and implement the right algorithm for your needs -- with just enough math to let you understand and analyze algorithm performance. With its focus on application, rather than theory, this book provides efficient code solutions in several programming languages that you can easily adapt to a specific project. Each major algorithm is presented in the style of a design pattern that includes information to help you understand why and when the algorithm is appropriate. With this book, you will: Solve a particular coding problem or improve on the performance of an existing solution Quickly locate algorithms that relate to the problems you want to solve, and determine why a particular algorithm is the right one to use Get algorithmic solutions in C, C++, Java, and Ruby with implementation tips Learn the expected performance of an algorithm, and the conditions it needs to perform at its best Discover the impact that similar design decisions have on different algorithms Learn advanced data structures to improve the efficiency of algorithms With Algorithms in a Nutshell, you'll learn how to improve the performance of key algorithms essential for the success of your software applications.

Learning Algorithms

2021-07-20 Computers
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Release : 2021-07-20
Genre : Computers
Kind : eBook
Book Rating : 030/5 ( reviews)

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Book Synopsis Learning Algorithms by : George Heineman

Download or read book Learning Algorithms written by George Heineman. This book was released on 2021-07-20. Available in PDF, EPUB and Kindle. Book excerpt: When it comes to writing efficient code, every software professional needs to have an effective working knowledge of algorithms. In this practical book, author George Heineman (Algorithms in a Nutshell) provides concise and informative descriptions of key algorithms that improve coding in multiple languages. Software developers, testers, and maintainers will discover how algorithms solve computational problems creatively. Each chapter builds on earlier chapters through eye-catching visuals and a steady rollout of essential concepts, including an algorithm analysis to classify the performance of every algorithm presented in the book. At the end of each chapter, youâ??ll get to apply what youâ??ve learned to a novel challenge problemâ??simulating the experience you might find in a technical code interview. With this book, you will: Examine fundamental algorithms central to computer science and software engineering Learn common strategies for efficient problem solvingâ??such as divide and conquer, dynamic programming, and greedy approaches Analyze code to evaluate time complexity using big O notation Use existing Python libraries and data structures to solve problems using algorithms Understand the main steps of important algorithms

R in a Nutshell

2012-10-09 Computers
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Release : 2012-10-09
Genre : Computers
Kind : eBook
Book Rating : 08X/5 ( reviews)

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Book Synopsis R in a Nutshell by : Joseph Adler

Download or read book R in a Nutshell written by Joseph Adler. This book was released on 2012-10-09. Available in PDF, EPUB and Kindle. Book excerpt: Presents a guide to the R computer language, covering such topics as the user interface, packages, syntax, objects, functions, object-oriented programming, data sets, lattice graphics, regression models, and bioconductor.

Mastering Algorithms with C

1999 Computers
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Release : 1999
Genre : Computers
Kind : eBook
Book Rating : 533/5 ( reviews)

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Book Synopsis Mastering Algorithms with C by : Kyle Loudon

Download or read book Mastering Algorithms with C written by Kyle Loudon. This book was released on 1999. Available in PDF, EPUB and Kindle. Book excerpt: Implementations, as well as interesting, real-world examples of each data structure and algorithm, are shown in the text. Full source code appears on the accompanying disk.

Data Mining and Knowledge Discovery with Evolutionary Algorithms

2013-11-11 Computers
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Release : 2013-11-11
Genre : Computers
Kind : eBook
Book Rating : 236/5 ( reviews)

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Book Synopsis Data Mining and Knowledge Discovery with Evolutionary Algorithms by : Alex A. Freitas

Download or read book Data Mining and Knowledge Discovery with Evolutionary Algorithms written by Alex A. Freitas. This book was released on 2013-11-11. Available in PDF, EPUB and Kindle. Book excerpt: This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the last few years, and their integration is currently an active research area. In general, data mining consists of extracting knowledge from data. The motivation for applying evolutionary algorithms to data mining is that evolutionary algorithms are robust search methods which perform a global search in the space of candidate solutions. This book emphasizes the importance of discovering comprehensible, interesting knowledge, which is potentially useful for intelligent decision making. The text explains both basic concepts and advanced topics

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