Computer Science Step-by-Step: Fundamental Concepts of Programming, Coding, and Computing: Algorithms, Data Structures, AI, ML & More (Step By Step Subject Guides)

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 management

Whether 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 Science

Definition, importance, and real-world applications

Computers and Computation

Basics of hardware and software; understanding algorithms

Programming Basics

Introduction to languages; writing programs; using IDEs

Programming Languages

High-level vs. low-level; Python, Java, C++

Algorithms

Definitions, characteristics, and practical examples

Control Structures

Conditional statements; loops (for, while, do-while)

Functions and Modular Programming

Defining functions; benefits of modular coding

Data Structures

Arrays, linked lists; stacks, queues; trees, graphs, hash tables

Software Development Methodologies

Agile, Waterfall, TDD; version control (Git)

Debugging and Error Handling

Debugging techniques; error management

Object-Oriented Programming

Encapsulation, inheritance, polymorphism; classes, objects

Databases

Database basics and SQL; CRUD operations

Web Development

Client-server architecture; HTML, CSS, JavaScript

Advanced Programming Topics

Recursion, dynamic programming; memory management, concurrency

Networking and Operating Systems

Network basics; operating system management

Artificial Intelligence and Machine Learning

AI foundations; machine learning types; neural networks

Ethics and Professional Practice

Privacy, data security; ethical considerations in AI

Emerging Technologies

Quantum computing, blockchain, IoT

ASIN ‏ : ‎ B0D33L3BNR
Publisher ‏ : ‎ Independently published
Publication date ‏ : ‎ May 1, 2024
Language ‏ : ‎ English
Print length ‏ : ‎ 173 pages
ISBN-13 ‏ : ‎ 979-8324518295
Item Weight ‏ : ‎ 11.4 ounces
Dimensions ‏ : ‎ 6 x 0.39 x 9 inches
Part of series ‏ : ‎ Step By Step Subject Guides
Best Sellers Rank: #1,960,358 in Books (See Top 100 in Books) #5,081 in AI & Machine Learning #8,588 in Computer Science (Books)
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