Computer Science From Scratch

Building Interpreters, Art, Emulators and MP in Python

Häftad, Engelska, 2025

679 kr

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Computer science can feel unapproachable for those without a formal CS education. Fun Computer Science Projects in Python pulls back that curtain, illuminating several foundational CS concepts through creative, hands-on projects. Each of the 7 projects is presented in a code-centric tutorial that gently introduces topics like interpreters, emulators, and machine learning without getting bogged down by complex theory. The projects showcase advanced Python language features and clean code principles while exploring interesting algorithms. Chapters conclude with discussions of real-world applications of the topic and proposed exercises to extend the reader's skills. Covers Python 3.x

Produktinformation

Utgivningsdatum2025-09-30
Mått220 x 20 x 170 mm
Vikt555 g
FormatHäftad
SpråkEngelska
Antal sidor272
FörlagNo Starch Press,US
ISBN9781718504301

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Systemvetenskap och AI inom Data och it
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AcknowledgmentsIntroductionPart I: InterpretersChapter 1: The Smallest Possible Programming LanguageChapter 2: Writing a BASIC InterpreterPart II: Computational ArtChapter 3: Retro Image ProcessingChapter 4: A Stochastic Painting AlgorithmPart III: EmulatorsChapter 5: Building a CHIP-8 Virtual MachineChapter 6: Emulating the NES Game ConsolePart IV: Super-Simple Machine LearningChapter 7: Classification with K-Nearest NeighborsChapter 8: Regression with K-Nearest NeighborsAfterwordAppendix: Bitwise OperationsIndex