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Computer Science From Scratch: Building Interpreters, Art, Emulators and ML in Python
物品 #: 203125381

Computer Science From Scratch: Building Interpreters, Art, Emulators and ML in Python

物品 #: 203125381

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Shop Computer Science From Scratch: Building Interpreters, Art, Emulators and ML in Python online at a best price in 香港. 1718504306
  • You know how to write Python. Now master the computer science that makes it work.If you’ve been programming for a while, you may have found yourself wondering about the deeper principles behind the code. How are programming languages implemented? What does an interpreter really do? How does the microprocessor execute instructions at a fundamental level? How does a machine learning algorithm make decisions?Computer Science from Scratch is for experienced Python programmers who want to fill in those gaps—not through abstract lectures, but through carefully designed projects that bring core CS concepts to life. Understanding these fundamental building blocks will make you a more versatile and effective programmer.Each chapter presents a focused, hands-on project that teaches a fundamental idea in computer science:INTERPRETERS: Understand syntax, parsing, and evaluation by writing a BASIC interpreterEMULATORS: Learn computer architecture by building an NES emulator from the ground upGRAPHICS: Explore image manipulation and algorithmic art through computer graphics projectsMACHINE LEARNING: Demystify classification by implementing a simple, readable KNN modelThese projects aren’t about building tools—they’re structured lessons that use code to reveal how computing works. Each chapter concludes with real-world context, thoughtful extensions, and exercises to deepen your understanding.Authored by David Kopec, a computer science professor and author of the popular Classic Computer Science Problems series, this is not a beginner’s book, and it’s not a theory-heavy academic text. It’s a practical, code-driven introduction to the essential ideas and mechanisms of computer science—written for programmers who want more than syntax.If you’ve been writing Python and are ready to explore the foundations behind computing, this book will guide you there—with clarity, depth, and purpose.
Publisher No Starch Press
Publication date September 30, 2025
Language English
Print length 280 pages
ISBN-10 1718504306
ISBN-13 978-1718504301
Item Weight 13 ounces (368.55 grams)
Dimensions 7.06 x 0.65 x 9.19 inches (17.9 x 1.7 x 23.3 cm)

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Software Development Editorial Review

Computer Science From Scratch: Building Interpreters, Art, Emulators and ML in Python is an insightful guide published by No Starch Press, ideal for beginners eager to understand the fundamentals of computer science. Spanning 280 pages, this book offers a comprehensive approach to learning by creating interpreters, emulators, and even exploring machine learning applications using Python. Its engaging format and accessible language make it suitable for learners of all levels. Encouraging a hands-on experience, it stands out as a valuable resource for those looking to deepen their programming skills while enjoying the process of building functional projects.

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優點

  • Comprehensive coverage of foundational computer science concepts
  • Hands-on projects in interpreters and emulators
  • Engaging and accessible writing style
  • Perfect for Python beginners
  • Well-structured for self-paced learning

缺點

  • Some topics may require prior programming knowledge

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