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

Learn to break down and solve real-world problems with modern C++ using the proven power of computational thinking. Key FeaturesApply computational thinking to tackle complex C++ challengesUse abstraction, algorithms, and data structures the C++ wayBuild scalable, efficient, and reusable C++ code through real-world projectsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionSolve 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 learnApply computational thinking to complex C++ problemsBreak problems into components using abstractionUse algorithms and data structures effectively in C++Design modular and reusable C++ codeAnalyze and improve algorithmic performanceParse, transform, and interpret data in multiple formatsScale up with concurrency, GPUs, and profiling toolsWho this book is forC++ 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.Table of ContentsThinking computationallyAbstraction in detailAlgorithmic thinking and complexityUnderstanding the machineData structureReusing Your Code and ModularityOutlining the ChallengeBuilding a simple command line interfaceReading Data from Different FormatsFinding Information in TextClustering DataReflecting on what we have builtThe Problems of ScaleDealing with GPUs and Specialized HardwareProfiling with Code Read more