Introduction to Computational Thinking: Problem Solving, Algorithms, Data Structures, and More - Brossura

Mailund, Thomas

Brossura

ISBN 10: 1484270762 ISBN 13: 9781484270769

Casa editrice: Apress, 2021

Riassunto

Learn approaches of computational thinking and the art of designing algorithms. Most of the algorithms you will see in this book are used in almost all software that runs on your computer.

Learning how to program can be very rewarding. It is a special feeling to seeing a computer translate your thoughts into actions and see it solve your problems for you. To get to that point, however, you must learn to think about computations in a new way—you must learn computational thinking.

This book begins by discussing models of the world and how to formalize problems. This leads onto a definition of computational thinking and putting computational thinking in a broader context. The practical coding in the book is carried out in Python; you’ll get an introduction to Python programming, including how to set up your development environment.

What You Will Learn

• Think in a computational way
• Acquire general techniques for problem solving
• Seegeneral and concrete algorithmic techniques
• Program solutions that are both computationally efficient and maintainable

Who This Book Is For 

Those new to programming and computer science who are interested in learning how to program algorithms and working with other computational aspects of programming.

Su questo libro

Informazioni sull?autore

Thomas Mailund, PhD is an associate professor in bioinformatics at Aarhus University, Denmark. He has a background in math and computer science, including experience programming and teaching in the C, Python and R programming languages. For the last decade, his main focus has been on genetics and evolutionary studies, particularly comparative genomics, speciation, and gene flow between emerging species.

Dalla quarta di copertina

Learn approaches of computational thinking and the art of designing algorithms. Most of the algorithms you will see in this book are used in almost all software that runs on your computer.

Learning how to program can be very rewarding. It is a special feeling to seeing a computer translate your thoughts into actions and see it solve your problems for you. To get to that point, however, you must learn to think about computations in a new way you must learn computational thinking.

This book begins by discussing models of the world and how to formalize problems. This leads onto a definition of computational thinking and putting computational thinking in a broader context. The practical coding in the book is carried out in Python; you ll get an introduction to Python programming, including how to set up your development environment.

You will:

• Think in a computational way
• Discover string and graph algorithms, and make them efficient
Write functions, inner functions, and recursions
• Use hidden Markov models
• Implement red-black search trees, stacks and queues, lexers and parsers, and much more

Dettagli dell'edizione

• Editore: Apress
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 1484270762
• ISBN 13: 9781484270769
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 672
• Contatto del produttore: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Germania