The C++ Programmer's Mindset: Learn computational, algorithmic, and systems thinking to become a better C++ programmer-电子书百科大全

The C++ Programmer's Mindset: Learn computational, algorithmic, and systems thinking to become a better C++ programmer book cover

The C++ Programmer's Mindset: Learn computational, algorithmic, and systems thinking to become a better C++ programmer

Author(s): Sam Morley (Author)

Publisher: Packt Publishing
Publication Date: November 27, 2025
Language: English
Print length: 398 pages
ISBN-10: 1835888429
ISBN-13: 9781835888438

Book Description

Learn to break down and solve real-world problems with modern C++ using the proven power of computational thinking.

Key Features

Apply computational thinking to tackle complex C++ challenges
Use abstraction, algorithms, and data structures the C++ way
Build scalable, efficient, and reusable C++ code through real-world projects
Purchase of the print or Kindle book includes a free PDF eBook

Book Description

Solve complex problems in C++ by learning how to think like a computer scientist. This book introduces computational thinking—a framework for solving problems using decomposition, abstraction, and pattern recognition—and shows you how to apply it using modern C++ features. You'll learn how to break down challenges, choose the right abstractions, and build solutions that are both maintainable and efficient.

Through small examples and a large case study, this book guides you from foundational concepts to high-performance applications. You’ll explore reusable templates, algorithms, modularity, and even parallel computing and GPU acceleration. With each chapter, you’ll not only expand your C++ skillset, but also refine the way you approach and solve real-world problems.

Written by a seasoned research engineer and C++ developer, this book combines practical insight with academic rigor. Whether you're designing algorithms or profiling production code, this book helps you deliver elegant, effective solutions with confidence.

What you will learn

Apply computational thinking to complex C++ problems
Break problems into components using abstraction
Use algorithms and data structures effectively in C++
Design modular and reusable C++ code
Analyze and improve algorithmic performance
Parse, transform, and interpret data in multiple formats
Scale up with concurrency, GPUs, and profiling tools

Who this book is for

C++ developers, software engineers, and computer science students who want to enhance their problem-solving capabilities and build scalable, maintainable solutions. Basic familiarity with C++ syntax is assumed, making this ideal for intermediate programmers ready to master abstraction and algorithmic thinking.

Thinking computationally
Abstraction in detail
Algorithmic thinking and complexity
Understanding the machine
Data structure
Reusing Your Code and Modularity
Outlining the Challenge
Building a simple command line interface
Reading Data from Different Formats
Finding Information in Text
Clustering Data
Reflecting on what we have built
The Problems of Scale
Dealing with GPUs and Specialized Hardware
Profiling with Code

Editorial Reviews

About the Author

Sam Morley is a research software engineer and mathematician at the University of Oxford, working on the DataSig programme. He's the lead maintainer of the RoughPy library, a performant C++ and Python library for computation rough paths and data science. Sam is a former mathematics lecturer and brings both academic precision and real-world engineering experience to every challenge—especially those involving abstraction, data, and algorithms. He's also the author of Applying Math with Python. Sam greatly enjoys solving puzzles, which is why he finds mathematics and programming so interesting

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