Python Algorithms
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Python Algorithms : Mastering Basic Algorithms in the Python Language

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Description

Python Algorithms explains the Python approach to algorithm analysis and design. Written by Magnus Lie Hetland, author of Beginning Python, this book is sharply focused on classical algorithms, but it also gives a solid understanding of fundamental algorithmic problem-solving techniques.




The book deals with some of the most important and challenging areas of programming and computer science, but in a highly pedagogic and readable manner.
The book covers both algorithmic theory and programming practice, demonstrating how theory is reflected in real Python programs.
Well-known algorithms and data structures that are built into the Python language are explained, and the user is shown how to implement and evaluate others himself.
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Product details

  • Paperback | 336 pages
  • 178 x 254 x 22.86mm | 629g
  • aPress
  • Berlin, Germany
  • English
  • 1st ed.
  • XVI, 336 p.
  • 1430232374
  • 9781430232377
  • 486,503

Table of contents

Introduction
The Basics
Counting 101
Induction and Recursion ... and Reduction
Traversal: The Skeleton Key of Algorithmics
Divide, Combine, and Conquer
Greed Is Good? Prove It!
Tangled Dependencies and Memoization
From A to B with Edsger and Friends
Matchings, Cuts, and Flows
Hard Problems and (Limited) Sloppiness
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About Magnus Lie Hetland

Magnus Lie Hetland is an experienced Python programmer, having used the language since the late 1990s. He is also an associate professor of algorithms at the Norwegian University of Science and Technology, having taught algorithms for the better part of a decade. Hetland is the author of Practical Python and Beginning Python, first and second editions, as well as several scientific papers.
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Rating details

84 ratings
3.97 out of 5 stars
5 32% (27)
4 39% (33)
3 23% (19)
2 6% (5)
1 0% (0)
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