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Computer Science Step-by-Step Fundamental Concepts of Programming, Coding, and Computing [#914964]
Free Download Computer Science Step-by-Step: Fundamental Concepts of Programming, Coding, and Computing: Algorithms, Data Structures, AI, ML & More (Step By Step Subject Guides) by Julian Nash
English | April 30, 2024 | ISBN: N/A | ASIN: B0D3392ZSD | PDF | 2.11 Mb
Computer Science Step-by-Step demystifies complex computer science topics such as algorithms, data structures, artificial intelligence (AI), machine learning (ML), and more, making them accessible to everyone from absolute beginners to those with intermediate skills:Beginner-Friendly: Each concept is broken down into understandable segments, guiding you through the intricacies of computer science with ease and clarity.Comprehensive Coverage: From writing your first lines of code to exploring advanced topics like neural networks and cybersecurity, this book offers a broad yet detailed overview of the field.Real-World Applications: Learn not only theory but also how to apply these concepts in real-world scenarios, enhancing both your knowledge and your employability.Hands-On Learning: Practical examples, exercises, and quizzes to test your understanding and help you apply what you've learned.Explore Key Topics Including:Basics of programming and the structure of computersTutorials on Python, Java, and C++Detailed exploration of AI and machine learning basicsInsights into software development methodologies and version controlUnderstanding of networks, operating systems, and database managementWhether you're aiming to advance your career in tech, ace your computer science exams, or simply gain a new skill, Computer Science Step-by-Step is your ideal companion to understand the foundational principles.
Perfect for:Students or teens looking for a thorough grounding in computer science fundamentalsProfessionals seeking to brush up on latest technologies and methodologiesHobbyists and tech enthusiasts eager to explore the depths of computingCategories and Topics:Introduction to Computer ScienceDefinition, importance, and real-world applicationsComputers and ComputationBasics of hardware and software; understanding algorithmsProgramming BasicsIntroduction to languages; writing programs; using IDEsProgramming LanguagesHigh-level vs. low-level; Python, Java, C++AlgorithmsDefinitions, characteristics, and practical examplesControl StructuresConditional statements; loops (for, while, do-while)Functions and Modular ProgrammingDefining functions; benefits of modular codingData StructuresArrays, linked lists; stacks, queues; trees, graphs, hash tablesSoftware Development MethodologiesAgile, Waterfall, TDD; version control (Git)Debugging and Error HandlingDebugging techniques; error managementObject-Oriented ProgrammingEncapsulation, inheritance, polymorphism; classes, objectsDatabasesDatabase basics and SQL; CRUD operationsWeb DevelopmentClient-server architecture; HTML, CSS, jаvascriptAdvanced Programming TopicsRecursion, dynamic programming; memory management, concurrencyNetworking and Operating SystemsNetwork basics; operating system managementArtificial Intelligence and Machine LearningAI foundations; machine learning types; neural networksEthics and Professional PracticePrivacy, data security; ethical considerations in AIEmerging TechnologiesQuantum computing, blockchain, IoT
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