Learning Algorithms: A Programmer’s Guide to Writing Better Code

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Highlights

ISBN13:9789391043919
ISBN10:9391043917
Publisher:Shroff/O'Reilly
Language:English
Author:George T. Heineman
Subject:Algorithms
Binding:Paperback
Publishing Year:2021
Pages:280
Edition:1
Edition Details:First Edition
SUPC: SDL198835193

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Country of Origin or Manufacture or Assembly	India
Common or Generic Name of the commodity	Artificial Intelligence Books
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Description

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, you'll get to apply what you've learned to a novel challenge problem -- 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 solving -- 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

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