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Python Algorithms: Mastering Basic Python Algorithms
Algorithms in the Python Language
Dear Reader,
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 also gives a solid understanding
Magnus Lie Hetland, of fundamental algorithmic problem-solving techniques.
Author of Python Algorithms deals with some of the most important and challenging
Beginning Python: From areas of programming puter science in a highly pedagogic and read-
Novice to Professional, able manner. It covers both algorithmic theory and programming practice,
Second Edition demonstrating how theory is reflected in real Python programs. Python
Python Algorithms explains well-known algorithms and data structures built
into the Python language, and shows you how to implement and evaluate others.
You’ll learn how to:
• Transform new problems to well-known algorithmic problems with efficient
solutions, or formally show that a solution is unfeasible.
• Analyze algorithms and Python programs both using mathematical tools and
basic experiments and benchmarks. Algorithms
• Prove correctness, optimality, or bounds on approximation error for Python
programs and their underlying algorithms.
• Understand several classical algorithms and data structures in depth, and learn
to implement these efficiently in Python. Mastering Basic Algorithms in the
• Design and implement new algorithms for new problems, using time-tested
design principles and techniques. Python Language
Whether you’re a Python programmer who needs to learn about algorithmic prob-
lem-solving, or a student puter Science, this book will help you to under-
stand and implement classic