Data-Oriented Programming

Data-Oriented Programming

Author: Yehonathan Sharvit

Publisher: Simon and Schuster

Published: 2022-08-16

Total Pages: 422

ISBN-13: 1617298573

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Eliminate the unavoidable complexity of object-oriented designs. The innovative data-oriented programming paradigm makes your systems less complex by making it simpler to access and manipulate data. In Data-Oriented Programming you will learn how to: Separate code from data Represent data with generic data structures Manipulate data with general-purpose functions Manage state without mutating data Control concurrency in highly scalable systems Write data-oriented unit tests Specify the shape of your data Benefit from polymorphism without objects Debug programs without a debugger Data-Oriented Programming is a one-of-a-kind guide that introduces the data-oriented paradigm. This groundbreaking approach represents data with generic immutable data structures. It simplifies state management, eases concurrency, and does away with the common problems you’ll find in object-oriented code. The book presents powerful new ideas through conversations, code snippets, and diagrams that help you quickly grok what’s great about DOP. Best of all, the paradigm is language-agnostic—you’ll learn to write DOP code that can be implemented in JavaScript, Ruby, Python, Clojure, and also in traditional OO languages like Java or C#. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Code that combines behavior and data, as is common in object-oriented designs, can introduce almost unmanageable complexity for state management. The Data-oriented programming (DOP) paradigm simplifies state management by holding application data in immutable generic data structures and then performing calculations using non-mutating general-purpose functions. Your applications are free of state-related bugs and your code is easier to understand and maintain. About the book Data-Oriented Programming teaches you to design software using the groundbreaking data-oriented paradigm. You’ll put DOP into action to design data models for business entities and implement a library management system that manages state without data mutation. The numerous diagrams, intuitive mind maps, and a unique conversational approach all help you get your head around these exciting new ideas. Every chapter has a lightbulb moment that will change the way you think about programming. What's inside Separate code from data Represent data with generic data structures Manage state without mutating data Control concurrency in highly scalable systems Write data-oriented unit tests Specify the shape of your data About the reader For programmers who have experience with a high-level programming language like JavaScript, Java, Python, C#, Clojure, or Ruby. About the author Yehonathan Sharvit has over twenty years of experience as a software engineer. He blogs, speaks at conferences, and leads Data-Oriented Programming workshops around the world. Table of Contents PART 1 FLEXIBILITY 1 Complexity of object-oriented programming 2 Separation between code and data 3 Basic data manipulation 4 State management 5 Basic concurrency control 6 Unit tests PART 2 SCALABILITY 7 Basic data validation 8 Advanced concurrency control 9 Persistent data structures 10 Database operations 11 Web services PART 3 MAINTAINABILITY 12 Advanced data validation 13 Polymorphism 14 Advanced data manipulation 15 Debugging


Book Synopsis Data-Oriented Programming by : Yehonathan Sharvit

Download or read book Data-Oriented Programming written by Yehonathan Sharvit and published by Simon and Schuster. This book was released on 2022-08-16 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eliminate the unavoidable complexity of object-oriented designs. The innovative data-oriented programming paradigm makes your systems less complex by making it simpler to access and manipulate data. In Data-Oriented Programming you will learn how to: Separate code from data Represent data with generic data structures Manipulate data with general-purpose functions Manage state without mutating data Control concurrency in highly scalable systems Write data-oriented unit tests Specify the shape of your data Benefit from polymorphism without objects Debug programs without a debugger Data-Oriented Programming is a one-of-a-kind guide that introduces the data-oriented paradigm. This groundbreaking approach represents data with generic immutable data structures. It simplifies state management, eases concurrency, and does away with the common problems you’ll find in object-oriented code. The book presents powerful new ideas through conversations, code snippets, and diagrams that help you quickly grok what’s great about DOP. Best of all, the paradigm is language-agnostic—you’ll learn to write DOP code that can be implemented in JavaScript, Ruby, Python, Clojure, and also in traditional OO languages like Java or C#. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Code that combines behavior and data, as is common in object-oriented designs, can introduce almost unmanageable complexity for state management. The Data-oriented programming (DOP) paradigm simplifies state management by holding application data in immutable generic data structures and then performing calculations using non-mutating general-purpose functions. Your applications are free of state-related bugs and your code is easier to understand and maintain. About the book Data-Oriented Programming teaches you to design software using the groundbreaking data-oriented paradigm. You’ll put DOP into action to design data models for business entities and implement a library management system that manages state without data mutation. The numerous diagrams, intuitive mind maps, and a unique conversational approach all help you get your head around these exciting new ideas. Every chapter has a lightbulb moment that will change the way you think about programming. What's inside Separate code from data Represent data with generic data structures Manage state without mutating data Control concurrency in highly scalable systems Write data-oriented unit tests Specify the shape of your data About the reader For programmers who have experience with a high-level programming language like JavaScript, Java, Python, C#, Clojure, or Ruby. About the author Yehonathan Sharvit has over twenty years of experience as a software engineer. He blogs, speaks at conferences, and leads Data-Oriented Programming workshops around the world. Table of Contents PART 1 FLEXIBILITY 1 Complexity of object-oriented programming 2 Separation between code and data 3 Basic data manipulation 4 State management 5 Basic concurrency control 6 Unit tests PART 2 SCALABILITY 7 Basic data validation 8 Advanced concurrency control 9 Persistent data structures 10 Database operations 11 Web services PART 3 MAINTAINABILITY 12 Advanced data validation 13 Polymorphism 14 Advanced data manipulation 15 Debugging

Live Coding

Live Coding

Author: Alan F. Blackwell

Publisher: MIT Press

Published: 2022-11-22

Total Pages: 353

ISBN-13: 0262544814

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The first comprehensive introduction to the origins, aspirations, and evolution of live coding. Performative, improvised, on the fly: live coding is about how people interact with the world and each other via code. In the last few decades, live coding has emerged as a dynamic creative practice gaining attention across cultural and technical fields—from music and the visual arts through to computer science. Live Coding: A User’s Manual is the first comprehensive introduction to the practice, and a broader cultural commentary on the potential for live coding to open up deeper questions about contemporary cultural production and computational culture. This multi-authored book—by artists and musicians, software designers, and researchers—provides a practice-focused account of the origins, aspirations, and evolution of live coding, including expositions from a wide range of live coding practitioners. In a more conceptual register, the authors consider liveness, temporality, and knowledge in relation to live coding, alongside speculating on the practice’s future forms.


Book Synopsis Live Coding by : Alan F. Blackwell

Download or read book Live Coding written by Alan F. Blackwell and published by MIT Press. This book was released on 2022-11-22 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive introduction to the origins, aspirations, and evolution of live coding. Performative, improvised, on the fly: live coding is about how people interact with the world and each other via code. In the last few decades, live coding has emerged as a dynamic creative practice gaining attention across cultural and technical fields—from music and the visual arts through to computer science. Live Coding: A User’s Manual is the first comprehensive introduction to the practice, and a broader cultural commentary on the potential for live coding to open up deeper questions about contemporary cultural production and computational culture. This multi-authored book—by artists and musicians, software designers, and researchers—provides a practice-focused account of the origins, aspirations, and evolution of live coding, including expositions from a wide range of live coding practitioners. In a more conceptual register, the authors consider liveness, temporality, and knowledge in relation to live coding, alongside speculating on the practice’s future forms.

Critical Code Studies

Critical Code Studies

Author: Mark C. Marino

Publisher: MIT Press

Published: 2020-03-10

Total Pages: 289

ISBN-13: 0262357437

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An argument that we must read code for more than what it does—we must consider what it means. Computer source code has become part of popular discourse. Code is read not only by programmers but by lawyers, artists, pundits, reporters, political activists, and literary scholars; it is used in political debate, works of art, popular entertainment, and historical accounts. In this book, Mark Marino argues that code means more than merely what it does; we must also consider what it means. We need to learn to read code critically. Marino presents a series of case studies—ranging from the Climategate scandal to a hactivist art project on the US-Mexico border—as lessons in critical code reading. Marino shows how, in the process of its circulation, the meaning of code changes beyond its functional role to include connotations and implications, opening it up to interpretation and inference—and misinterpretation and reappropriation. The Climategate controversy, for example, stemmed from a misreading of a bit of placeholder code as a “smoking gun” that supposedly proved fabrication of climate data. A poetry generator created by Nick Montfort was remixed and reimagined by other poets, and subject to literary interpretation. Each case study begins by presenting a small and self-contained passage of code—by coders as disparate as programming pioneer Grace Hopper and philosopher Friedrich Kittler—and an accessible explanation of its context and functioning. Marino then explores its extra-functional significance, demonstrating a variety of interpretive approaches.


Book Synopsis Critical Code Studies by : Mark C. Marino

Download or read book Critical Code Studies written by Mark C. Marino and published by MIT Press. This book was released on 2020-03-10 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: An argument that we must read code for more than what it does—we must consider what it means. Computer source code has become part of popular discourse. Code is read not only by programmers but by lawyers, artists, pundits, reporters, political activists, and literary scholars; it is used in political debate, works of art, popular entertainment, and historical accounts. In this book, Mark Marino argues that code means more than merely what it does; we must also consider what it means. We need to learn to read code critically. Marino presents a series of case studies—ranging from the Climategate scandal to a hactivist art project on the US-Mexico border—as lessons in critical code reading. Marino shows how, in the process of its circulation, the meaning of code changes beyond its functional role to include connotations and implications, opening it up to interpretation and inference—and misinterpretation and reappropriation. The Climategate controversy, for example, stemmed from a misreading of a bit of placeholder code as a “smoking gun” that supposedly proved fabrication of climate data. A poetry generator created by Nick Montfort was remixed and reimagined by other poets, and subject to literary interpretation. Each case study begins by presenting a small and self-contained passage of code—by coders as disparate as programming pioneer Grace Hopper and philosopher Friedrich Kittler—and an accessible explanation of its context and functioning. Marino then explores its extra-functional significance, demonstrating a variety of interpretive approaches.

Software Studies

Software Studies

Author: Matthew Fuller

Publisher: MIT Press

Published: 2008

Total Pages: 349

ISBN-13: 0262062747

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This collection of short expository, critical and speculative texts offers a field guide to the cultural, political, social and aesthetic impact of software. Experts from a range of disciplines each take a key topic in software and the understanding of software, such as algorithms and logical structures.


Book Synopsis Software Studies by : Matthew Fuller

Download or read book Software Studies written by Matthew Fuller and published by MIT Press. This book was released on 2008 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of short expository, critical and speculative texts offers a field guide to the cultural, political, social and aesthetic impact of software. Experts from a range of disciplines each take a key topic in software and the understanding of software, such as algorithms and logical structures.

Fixing Broken Windows

Fixing Broken Windows

Author: George L. Kelling

Publisher: Simon and Schuster

Published: 1997

Total Pages: 340

ISBN-13: 0684837382

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Cites successful examples of community-based policing.


Book Synopsis Fixing Broken Windows by : George L. Kelling

Download or read book Fixing Broken Windows written by George L. Kelling and published by Simon and Schuster. This book was released on 1997 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cites successful examples of community-based policing.

Performing Electronic Music Live

Performing Electronic Music Live

Author: Kirsten Hermes

Publisher: CRC Press

Published: 2021-12-28

Total Pages: 347

ISBN-13: 1000470261

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Performing Electronic Music Live lays out conceptual approaches, tools, and techniques for electronic music performance, from DJing, DAWs, MIDI controllers, traditional instruments, live sound design, hardware setups, custom software and hardware, to live visuals, venue acoustics, and live show promotion. Through case studies and contrasting tutorials by successful artists, Kirsten Hermes explores the many different ways in which you can create memorable experiences on stage. Featuring interviews with highly accomplished musicians and practitioners, readers can also expand on their knowledge with hands-on video tutorials for each chapter via the companion website, performingelectronicmusic.live. Performing Electronic Music Live is an essential, all-encompassing resource for professionals, students of music production courses, and researchers in the field of creative-focused performance technology.


Book Synopsis Performing Electronic Music Live by : Kirsten Hermes

Download or read book Performing Electronic Music Live written by Kirsten Hermes and published by CRC Press. This book was released on 2021-12-28 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performing Electronic Music Live lays out conceptual approaches, tools, and techniques for electronic music performance, from DJing, DAWs, MIDI controllers, traditional instruments, live sound design, hardware setups, custom software and hardware, to live visuals, venue acoustics, and live show promotion. Through case studies and contrasting tutorials by successful artists, Kirsten Hermes explores the many different ways in which you can create memorable experiences on stage. Featuring interviews with highly accomplished musicians and practitioners, readers can also expand on their knowledge with hands-on video tutorials for each chapter via the companion website, performingelectronicmusic.live. Performing Electronic Music Live is an essential, all-encompassing resource for professionals, students of music production courses, and researchers in the field of creative-focused performance technology.

Sonic Writing

Sonic Writing

Author: Thor Magnusson

Publisher: Bloomsbury Publishing USA

Published: 2019-02-21

Total Pages: 305

ISBN-13: 150131386X

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Sonic Writing explores how contemporary music technologies trace their ancestry to previous forms of instruments and media. Studying the domains of instrument design, musical notation, and sound recording under the rubrics of material, symbolic, and signal inscriptions of sound, the book describes how these historical techniques of sonic writing are implemented in new digital music technologies. With a scope ranging from ancient Greek music theory, medieval notation, early modern scientific instrumentation to contemporary multimedia and artificial intelligence, it provides a theoretical grounding for further study and development of technologies of musical expression. The book draws a bespoke affinity and similarity between current musical practices and those from before the advent of notation and recording, stressing the importance of instrument design in the study of new music and projecting how new computational technologies, including machine learning, will transform our musical practices. Sonic Writing offers a richly illustrated study of contemporary musical media, where interactivity, artificial intelligence, and networked devices disclose new possibilities for musical expression. Thor Magnusson provides a conceptual framework for the creation and analysis of this new musical work, arguing that contemporary sonic writing becomes a new form of material and symbolic design--one that is bound to be ephemeral, a system of fluid objects where technologies are continually redesigned in a fast cycle of innovation.


Book Synopsis Sonic Writing by : Thor Magnusson

Download or read book Sonic Writing written by Thor Magnusson and published by Bloomsbury Publishing USA. This book was released on 2019-02-21 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sonic Writing explores how contemporary music technologies trace their ancestry to previous forms of instruments and media. Studying the domains of instrument design, musical notation, and sound recording under the rubrics of material, symbolic, and signal inscriptions of sound, the book describes how these historical techniques of sonic writing are implemented in new digital music technologies. With a scope ranging from ancient Greek music theory, medieval notation, early modern scientific instrumentation to contemporary multimedia and artificial intelligence, it provides a theoretical grounding for further study and development of technologies of musical expression. The book draws a bespoke affinity and similarity between current musical practices and those from before the advent of notation and recording, stressing the importance of instrument design in the study of new music and projecting how new computational technologies, including machine learning, will transform our musical practices. Sonic Writing offers a richly illustrated study of contemporary musical media, where interactivity, artificial intelligence, and networked devices disclose new possibilities for musical expression. Thor Magnusson provides a conceptual framework for the creation and analysis of this new musical work, arguing that contemporary sonic writing becomes a new form of material and symbolic design--one that is bound to be ephemeral, a system of fluid objects where technologies are continually redesigned in a fast cycle of innovation.

Speaking Code

Speaking Code

Author: Geoff Cox

Publisher: MIT Press

Published: 2012-11-09

Total Pages: 167

ISBN-13: 0262018365

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The aesthetic and political implications of working with code as procedure, expression, and action. Speaking Code begins by invoking the “Hello World” convention used by programmers when learning a new language, helping to establish the interplay of text and code that runs through the book. Interweaving the voice of critical writing from the humanities with the tradition of computing and software development, in Speaking Code Geoff Cox formulates an argument that aims to undermine the distinctions between criticism and practice and to emphasize the aesthetic and political implications of software studies. Not reducible to its functional aspects, program code mirrors the instability inherent in the relationship of speech to language; it is only interpretable in the context of its distribution and network of operations. Code is understood as both script and performance, Cox argues, and is in this sense like spoken language—always ready for action. Speaking Code examines the expressive and performative aspects of programming; alternatives to mainstream development, from performances of the live-coding scene to the organizational forms of peer production; the democratic promise of social media and their actual role in suppressing political expression; and the market's emptying out of possibilities for free expression in the public realm. Cox defends language against its invasion by economics, arguing that speech continues to underscore the human condition, however paradoxical this may seem in an era of pervasive computing.


Book Synopsis Speaking Code by : Geoff Cox

Download or read book Speaking Code written by Geoff Cox and published by MIT Press. This book was released on 2012-11-09 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aesthetic and political implications of working with code as procedure, expression, and action. Speaking Code begins by invoking the “Hello World” convention used by programmers when learning a new language, helping to establish the interplay of text and code that runs through the book. Interweaving the voice of critical writing from the humanities with the tradition of computing and software development, in Speaking Code Geoff Cox formulates an argument that aims to undermine the distinctions between criticism and practice and to emphasize the aesthetic and political implications of software studies. Not reducible to its functional aspects, program code mirrors the instability inherent in the relationship of speech to language; it is only interpretable in the context of its distribution and network of operations. Code is understood as both script and performance, Cox argues, and is in this sense like spoken language—always ready for action. Speaking Code examines the expressive and performative aspects of programming; alternatives to mainstream development, from performances of the live-coding scene to the organizational forms of peer production; the democratic promise of social media and their actual role in suppressing political expression; and the market's emptying out of possibilities for free expression in the public realm. Cox defends language against its invasion by economics, arguing that speech continues to underscore the human condition, however paradoxical this may seem in an era of pervasive computing.

The Routledge Handbook of Philosophy and Improvisation in the Arts

The Routledge Handbook of Philosophy and Improvisation in the Arts

Author: Alessandro Bertinetto

Publisher: Routledge

Published: 2021-07-22

Total Pages: 1133

ISBN-13: 100039784X

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Over the last few decades, the notion of improvisation has enriched and dynamized research on traditional philosophies of music, theatre, dance, poetry, and even visual art. This Handbook offers readers an authoritative collection of accessible articles on the philosophy of improvisation, synthesizing and explaining various subjects and issues from the growing wave of journal articles and monographs in the field. Its 48 chapters, written specifically for this volume by an international team of scholars, are accessible for students and researchers alike. The volume is organized into four main sections: I Art and Improvisation: Theoretical Perspectives II Art and Improvisation: Aesthetical, Ethical, and Political Perspectives III Improvisation in Musical Practices IV Improvisation in the Visual, Narrative, Dramatic, and Interactive Arts Key Features: Treats improvisation not only as a stylistic feature, but also as an aesthetic property of artworks and performances as well as a core element of artistic creativity. Spells out multiple aspects of the concept of improvisation, emphasizing its relevance in understanding the nature of art. Covers improvisation in a wide spectrum of artistic domains, including unexpected ones such as literature, visual arts, games, and cooking. Addresses key questions, such as: - How can improvisation be defined and what is its role in different art forms? - Can improvisation be perceived as such, and how can it be aesthetically evaluated? - What is the relationship between improvisation and notions such as action, composition, expressivity, and authenticity? - What is the ethical and political significance of improvisation?


Book Synopsis The Routledge Handbook of Philosophy and Improvisation in the Arts by : Alessandro Bertinetto

Download or read book The Routledge Handbook of Philosophy and Improvisation in the Arts written by Alessandro Bertinetto and published by Routledge. This book was released on 2021-07-22 with total page 1133 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last few decades, the notion of improvisation has enriched and dynamized research on traditional philosophies of music, theatre, dance, poetry, and even visual art. This Handbook offers readers an authoritative collection of accessible articles on the philosophy of improvisation, synthesizing and explaining various subjects and issues from the growing wave of journal articles and monographs in the field. Its 48 chapters, written specifically for this volume by an international team of scholars, are accessible for students and researchers alike. The volume is organized into four main sections: I Art and Improvisation: Theoretical Perspectives II Art and Improvisation: Aesthetical, Ethical, and Political Perspectives III Improvisation in Musical Practices IV Improvisation in the Visual, Narrative, Dramatic, and Interactive Arts Key Features: Treats improvisation not only as a stylistic feature, but also as an aesthetic property of artworks and performances as well as a core element of artistic creativity. Spells out multiple aspects of the concept of improvisation, emphasizing its relevance in understanding the nature of art. Covers improvisation in a wide spectrum of artistic domains, including unexpected ones such as literature, visual arts, games, and cooking. Addresses key questions, such as: - How can improvisation be defined and what is its role in different art forms? - Can improvisation be perceived as such, and how can it be aesthetically evaluated? - What is the relationship between improvisation and notions such as action, composition, expressivity, and authenticity? - What is the ethical and political significance of improvisation?

Preparing Pre-Service Teachers to Teach Computer Science

Preparing Pre-Service Teachers to Teach Computer Science

Author: Aman Yadav

Publisher: IAP

Published: 2021-05-01

Total Pages: 283

ISBN-13: 1648024580

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Computer science has emerged as a key driver of innovation in the 21st century. Yet preparing teachers to teach computer science or integrate computer science content into K-12 curricula remains an enormous challenge. Recent policy reports have suggested the need to prepare future teachers to teach computer science through pre-service teacher education programs. In order to prepare a generation of teachers who are capable of delivering computer science to students, however, the field must identify research-based examples, pedagogical strategies, and policies that can facilitate changes in teacher knowledge and practices. The purpose of this book is to provide examples that could help guide the design and delivery of effective teacher preparation on the teaching of computer science. This book identifies promising pathways, pedagogical strategies, and policies that will help teacher education faculty and pre-service teachers infuse computer science content into their curricula as well as teach stand-alone computing courses. Specifically, the book focuses on pedagogical practices for developing and assessing pre-service teacher knowledge of computer science, course design models for pre-service teachers, and discussion of policies that can support the teaching of computer science. The primary audience of the book is students and faculty in educational technology, educational or cognitive psychology, learning theory, teacher education, curriculum and instruction, computer science, instructional systems, and learning sciences.


Book Synopsis Preparing Pre-Service Teachers to Teach Computer Science by : Aman Yadav

Download or read book Preparing Pre-Service Teachers to Teach Computer Science written by Aman Yadav and published by IAP. This book was released on 2021-05-01 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer science has emerged as a key driver of innovation in the 21st century. Yet preparing teachers to teach computer science or integrate computer science content into K-12 curricula remains an enormous challenge. Recent policy reports have suggested the need to prepare future teachers to teach computer science through pre-service teacher education programs. In order to prepare a generation of teachers who are capable of delivering computer science to students, however, the field must identify research-based examples, pedagogical strategies, and policies that can facilitate changes in teacher knowledge and practices. The purpose of this book is to provide examples that could help guide the design and delivery of effective teacher preparation on the teaching of computer science. This book identifies promising pathways, pedagogical strategies, and policies that will help teacher education faculty and pre-service teachers infuse computer science content into their curricula as well as teach stand-alone computing courses. Specifically, the book focuses on pedagogical practices for developing and assessing pre-service teacher knowledge of computer science, course design models for pre-service teachers, and discussion of policies that can support the teaching of computer science. The primary audience of the book is students and faculty in educational technology, educational or cognitive psychology, learning theory, teacher education, curriculum and instruction, computer science, instructional systems, and learning sciences.