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.

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Spis treści

The C++ Programmer's Mindset. Learn computational, algorithmic, and systems thinking to become a better C++ programmer eBook -- spis treści

• 1. Thinking computationally
• 2. Abstraction in detail
• 3. Algorithmic thinking and complexity
• 4. Understanding the machine
• 5. Data structure
• 6. Reusing your code and modularisation
• 7. Outlining the Challenge
• 8. Parsing simple things
• 9. Reading Data from Different Formats
• 10. Finding Information in Texts
• 11. Clustering Data
• 12. Reflecting on what we have built
• 13. Problems with scale
• 14. Using GPUs and specialised hardware
• 15. Profiling with Code