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Michael Inden - Python Challenges: 100 Proven Programming Tasks Designed to Prepare You for Anything

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Michael Inden Python Challenges: 100 Proven Programming Tasks Designed to Prepare You for Anything
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Augment your knowledge of Python with this entertaining learning guide, which features 100 exercises and programming puzzles and solutions. Python Challenges will help prepare you for your next exam or a job interview, and covers numerous practical topics such as strings, data structures, recursion, arrays, and more. **

Each topic is addressed in its own separate chapter, starting with an introduction to the basics and followed by 10 to 15 exercises of various degrees of difficulty, helping you to improve your programming skills effectively. Detailed sample solutions, including the algorithms used for all tasks, are included to maximize your understanding of each area. Author Michael Inden also describes alternative solutions and analyzes possible pitfalls and typical errors.

Three appendices round out the book: the first covers the Python command line interpreter, which is often helpful for trying out the code snippets and examples in the book, followed by an overview of Pytest for unit testing and checking the solutions. The last explains the O notation for estimating performance.

After reading this book, youll be prepared to take the next step in your career or tackle your next personal project. All source code is freely available for download via the Apress website.

What You Will Learn

Improve your Python knowledge by solving enjoyable but challenging programming puzzles * Solve mathematical problems, recursions, strings, arrays and more * Manage data processing and data structures like lists, sets, maps * Handle advanced recursion as well as binary trees, sorting and searching * Gamify key fundamentals for fun and easier reinforcement

Who this book is for:

Programmers, software developers who are either professionals or makers, as well as students and teachers. At least some prior experience with the Python programming is recommended.

Michael Inden: author's other books


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Book cover of Python Challenges Michael Inden Python Challenges 100 - photo 1
Book cover of Python Challenges
Michael Inden
Python Challenges
100 Proven Programming Tasks Designed to Prepare You for Anything
Logo of the publisher Michael Inden Zurich Switzerland ISBN - photo 2
Logo of the publisher
Michael Inden
Zurich, Switzerland
ISBN 978-1-4842-7397-5 e-ISBN 978-1-4842-7398-2
https://doi.org/10.1007/978-1-4842-7398-2
Michael Inden 2022
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Apress imprint is published by the registered company APress Media, LLC part of Springer Nature.

The registered company address is: 1 New York Plaza, New York, NY 10004, U.S.A.

For our lovely princess Sophie Jelena

Preface

First of all, thank you for choosing this book. In it you will find a wide range of practice exercises on a broad mix of topics that will help you improve your Python coding skills in an enjoyable manner.

Practice Makes Perfect

We all know the saying practice makes perfect. In crafts and other areas of real life, there is a lot of practice, but the serious case is rare, such as in sports, music, and other fields. Oddly enough, this is often significantly different for us software developers. We actually spend almost all of our time implementing and tend to rarely spend time practicing and learningsometimes not at all. Why is that?

Presumably, this is due to the time pressure that usually dominates our professional lives, and the fact that there isnt much suitable exercise material available, even if there are textbooks on algorithms and coding. Those tend to be either too theoretical or too source code-focused and contain too little explanation of the solutions. This book aims to change that.

Why This Book?

So how did I come to tackle this book project? There are several reasons. On the one hand, I was asked again and again by mail or personally by participants of my workshops for a tutorial book as a supplement to my book Der Weg zum Java-Profi [Ind20]. Thats how the first idea came about.

What really triggered the whole thing was that a recruiter from Google approached me quite by surprise with an employment opportunity. As preparation for the upcoming interviews and to refresh my knowledge, I started to search for suitable material. Additionally, I developed some exercises for myself. In the process, I discovered the great, but also partly quite challenging book Cracking the Coding Interview by Gayle Laakmann McDowell [McD16], which inspired me further.

As a result, I initially set out on a Java-focused book project called Java Challenges in German and later in English. In the meantime, the idea came up to implement something similar for Python, first as a German version and later as an English version. So this Python edition is based on the Java version, but the whole book was revised and Pythonified. For this purpose, I added, slightly modified, or partially removed things in some places. In particular, I show (if appropriate) how to use Python features like List Comprehensions and so on to make solutions more concise.

Who Is This Book Aimed At?

This book is explicitly not intended for programming novices. It is aimed at readers who already have basic or even good knowledge of Python and want to deepen it with exercises. By solving small programming exercises, you will expand your knowledge about Python, algorithms, and sound OO design in an entertaining way.

The following target groups are addresses in particular:
  • High school and college students: First of all, this book is meant for pupils with an interest in computer science as well as for students of computer science who already know Python quite well as a language and now want to deepen their knowledge by tackling some exercises.

  • Teachers and lecturers: Of course, teachers and lecturers may also benefit from this book and its large number of exercises of varying difficulty, either as a stimulus for their own teaching or as a template for exercises or exams.

  • Hobby programmers and young professionals: In addition, the book is aimed at dedicated hobby programmers and also young professionals who like to program with Python and want to develop themselves further. Furthermore, solving the exercises will help them to be well prepared for potential questions in job interviews.

  • Experienced software developers and architects: Finally, the book is intended for experienced software developers and architects who want to supplement or refresh their knowledge to be able to assist their junior colleagues more effectively and are looking for some inspiration and fresh ideas to do so. In addition, various exercises can also be used in job interviews, with the convenience of having the sample solutions directly at hand for comparison. Also, for the old hands there should be one or two aha experiences while finding solutions and rethinking about algorithms and data structures.

What Does This Book Teach?

This book provides a widespread mix of exercises on different topics. Some puzzles may not be of direct, practical importance, but indirectly they help improve your creativity and your ability to find solutions.

In addition to exercises and documented solutions, each topic covered in the book starts with a short introduction. You can use the introductions to get up to speed with the exercises to about the level of difficulty. In each subject area, there are always a few easier exercises to get you started. With a little practice, you should also be able to tackle more difficult problems. Occasionally there are some really challenging exercises, which experts can try their hand at (or those who want to become experts).

Practical Tips and Advice

This book is packed with various practical tips. They include interesting background information as well as pitfalls to avoid.

HINT: TIP FROM THE TRENCHES

In boxes formatted like this you will find some tips worth knowing and additional hints to the actual text later in the book.

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