A ground-up approach to foundational computer science.Computer Science: An Overview, 13th edition, is an introduction for students of all backgrounds. This edition contains over 1,000 questions and exercises to reinforce core concepts.This text is comprehensive and highly accessible, making it ideal for undergraduate studies in computer science.
A ground-up approach to foundational computer science.Computer Science: An Overview, 13th edition, is an introduction for students of all backgrounds. This edition contains over 1,000 questions and exercises to reinforce core concepts.This text is comprehensive and highly accessible, making it ideal for undergraduate studies in computer science.
Asterisks indicate suggestions for optional sections. 1. Introduction 0.1 The Role of Algorithms 0.2 The History of Computing 0.3 An Outline of Our Study 0.4 The Overarching Themes of Computer Science 1. Data Storage 1.1 Bits and Their Storage 1.2 Main Memory 1.3 Mass Storage 1.4 Representing Information as Bit Patterns 1.5 The Binary System 1.6 Storing Integers 1.7 Storing Fractions 1.8 Data and Programming 1.9 Data Compression 1.10 Communication Errors 1. Data Manipulation 2.1 Computer Architecture 2.2 Machine Language 2.3 Program Execution 2.4 Arithmetic/Logic Instructions 2.5 Communicating with Other Devices 2.6 Programming Data Manipulation 2.7 Other Architectures 2. Operating Systems 3.1 The History of Operating Systems 3.2 Operating System Architecture 3.3 Coordinating the Machine's Activities 3.4 Handling Competition Among Processes 3.5 Security 3. Networking and the Internet 4.1 Network Fundamentals 4.2 The Internet 4.3 The World Wide Web 4.4 Internet Protocols 4.5 Simple Client Server 4.6 Cybersecurity 4. Algorithms 5.1 The Concept of an Algorithm 5.2 Algorithm Representation 5.3 Algorithm Discovery 5.4 Iterative Structures 5.5 Recursive Structures 5.6 Efficiency and Correctness 5. Programming Languages 6.1 Historical Perspective 6.2 Traditional Programming Concepts 6.3 Procedural Units 6.4 Language Implementation 6.5 Object-Oriented Programming 6.6 Programming Concurrent Activities 6.7 Declarative Programming 6. Software Engineering 7.1 The Software Engineering Discipline 7.2 The Software Life Cycle 7.3 Software Engineering Methodologies 7.4 Modularity 7.5 Tools of the Trade 7.6 Quality Assurance 7.7 Documentation 7.8 The Human-Machine Interface 7.9 Software Ownership and Liability 7. Data Abstractions 8.1 Basic Data Structures 8.2 Related Concepts 8.3 Implementing Data Structures 8.4 A Short Case Study 8.5 Customized Data Types 8.6 Classes and Objects 8.7 Pointers in Machine Language 8. Database Systems 9.1 Database Fundamentals 9.2 The Relational Model 9.3 Object-Oriented Databases 9.4 Maintaining Database Integrity 9.5 Traditional File Structures 9.6 Data Mining 9.7 Social Impact of Database Technology 9. Computer Graphics 10.1 The Scope of Computer Graphics 10.2 Overview of 3D Graphics 10.3 Modeling 10.4 Rendering 10.5 Dealing with Global Lighting 10.6 Animation 10. Artificial Intelligence 11.1 Intelligence and Machines 11.2 Perception 11.3 Reasoning 11.4 Additional Areas of Research 11.5 Artificial Neural Networks 11.6 Robotics 11.7 Considering the Consequences 11. Theory of Computation 12.1 Functions and Their Computation 12.2 Turing Machines 12.3 Universal Programming Languages 12.4 A Noncomputable Function 12.5 Complexity of Problems 12.6 Public-Key Cryptography 12. Appendixes: A. ASCII B. Circuits to Manipulate Two's Complement Representations C. Vole: A Simple Machine Language D. High-Level Programming Languages E. The Equivalence of Iterative and Recursive Structures F. Answers to Questions & Exercises Index
Asterisks indicate suggestions for optional sections. 1. Introduction 0.1 The Role of Algorithms 0.2 The History of Computing 0.3 An Outline of Our Study 0.4 The Overarching Themes of Computer Science 1. Data Storage 1.1 Bits and Their Storage 1.2 Main Memory 1.3 Mass Storage 1.4 Representing Information as Bit Patterns 1.5 The Binary System 1.6 Storing Integers 1.7 Storing Fractions 1.8 Data and Programming 1.9 Data Compression 1.10 Communication Errors 1. Data Manipulation 2.1 Computer Architecture 2.2 Machine Language 2.3 Program Execution 2.4 Arithmetic/Logic Instructions 2.5 Communicating with Other Devices 2.6 Programming Data Manipulation 2.7 Other Architectures 2. Operating Systems 3.1 The History of Operating Systems 3.2 Operating System Architecture 3.3 Coordinating the Machine's Activities 3.4 Handling Competition Among Processes 3.5 Security 3. Networking and the Internet 4.1 Network Fundamentals 4.2 The Internet 4.3 The World Wide Web 4.4 Internet Protocols 4.5 Simple Client Server 4.6 Cybersecurity 4. Algorithms 5.1 The Concept of an Algorithm 5.2 Algorithm Representation 5.3 Algorithm Discovery 5.4 Iterative Structures 5.5 Recursive Structures 5.6 Efficiency and Correctness 5. Programming Languages 6.1 Historical Perspective 6.2 Traditional Programming Concepts 6.3 Procedural Units 6.4 Language Implementation 6.5 Object-Oriented Programming 6.6 Programming Concurrent Activities 6.7 Declarative Programming 6. Software Engineering 7.1 The Software Engineering Discipline 7.2 The Software Life Cycle 7.3 Software Engineering Methodologies 7.4 Modularity 7.5 Tools of the Trade 7.6 Quality Assurance 7.7 Documentation 7.8 The Human-Machine Interface 7.9 Software Ownership and Liability 7. Data Abstractions 8.1 Basic Data Structures 8.2 Related Concepts 8.3 Implementing Data Structures 8.4 A Short Case Study 8.5 Customized Data Types 8.6 Classes and Objects 8.7 Pointers in Machine Language 8. Database Systems 9.1 Database Fundamentals 9.2 The Relational Model 9.3 Object-Oriented Databases 9.4 Maintaining Database Integrity 9.5 Traditional File Structures 9.6 Data Mining 9.7 Social Impact of Database Technology 9. Computer Graphics 10.1 The Scope of Computer Graphics 10.2 Overview of 3D Graphics 10.3 Modeling 10.4 Rendering 10.5 Dealing with Global Lighting 10.6 Animation 10. Artificial Intelligence 11.1 Intelligence and Machines 11.2 Perception 11.3 Reasoning 11.4 Additional Areas of Research 11.5 Artificial Neural Networks 11.6 Robotics 11.7 Considering the Consequences 11. Theory of Computation 12.1 Functions and Their Computation 12.2 Turing Machines 12.3 Universal Programming Languages 12.4 A Noncomputable Function 12.5 Complexity of Problems 12.6 Public-Key Cryptography 12. Appendixes: A. ASCII B. Circuits to Manipulate Two's Complement Representations C. Vole: A Simple Machine Language D. High-Level Programming Languages E. The Equivalence of Iterative and Recursive Structures F. Answers to Questions & Exercises Index
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