Tutorials Python Algorithms: Mastering Basic Algorithms In The Python Language By Magnus Lie Hetland

[Mirkec]

Product details
Book Series: Expert's Voice in Open Source
Paperback: 336 pages
Publisher: Apress; 1st ed. edition (November 24, 2010)
Language: English
ISBN-10: 1430232374
ISBN-13: 978-1430232377


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.

Table of Contents (11 chapters):
1. Introduction (Pages 1-8)
2. The Basics (Pages 9-44)
3. Counting 101 (Pages 45-70)
4. Induction and Recursion… and Reduction (Pages 71-99)
5. Traversal: The Skeleton Key of Algorithmics (Pages 101-123)
6. Divide, Combine, and Conquer (Pages 125-150)
7. Greed Is Good? Prove It! (Pages 151-174)
8. Tangled Dependencies and Memoization (Pages 175-198)
9. From A to B with Edsger and Friends (Pages 199-219)
10. Matchings, Cuts, and Flows (Pages 221-239)
11. Hard Problems and (Limited) Sloppiness (Pages 241-269)


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[Gollapudi]

thanks for sharing @Mirkec