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The Source Code

Author : William Thau
Publisher : CreateSpace
ISBN 13 : 9781470191764
Total Pages : 334 pages
Book Rating : 4.1/5 (917 download)

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Book Synopsis The Source Code by : William Thau

Download or read book The Source Code written by William Thau and published by CreateSpace. This book was released on 2014-11-10 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: To their families and friends, they appeared as normal as everyday people. They were all in their late twenties, were from good families and had been educated at India's finest technological universities. But they had become the modern-day outlaws of society. In the silent and vast area of cyberspace, they were cyberpunks and computer hackers. No one could have guessed the enormity of what they had accomplished, and no one could ever know. They had stolen a vital source code, the crown jewel of computer programs, that would give them secret access to large sums of money in American banks, money they could remove from accounts with subtle changes to complex computer systems. Calling themselves Doomsday, they made a pact with the Russian mafia to steal $10 billion from investment bank accounts without a trace and then launder the money through Russian banks. It was a pact made in hell, and hell it would bring. One of their intended victims, Sarah Wynter, is the director of a prestigious New York art gallery. When she unexpectedly becomes the sole heir to over $2 billion upon the death of an estranged uncle, her rational world suddenly turns to one of terror. Using the stolen source code, Doomsday silently breaches the firewalls of her bank's computers and steals the money. It then gives instructions to the mafia to kill her. At the same time, in Richmond, Virginia, the identity of attorney John Ambrose is stolen by a Columbian drug cartel and used to traffic drugs and launder drug money. He suddenly finds himself alienated from his law firm and the target of a nationwide manhunt. When the source code is also used to break into critical U.S. defense installations, warning bells are sounded at the FBI and the Department of Homeland Security. In their frantic struggle to stay alive, the lives of Ambrose and Wynter intersect as they are thrust into a deadly confrontation with the Russian mafia and the Columbian drug cartel. It is a classic struggle of good versus evil, one which they must win at any cost - or face certain death.

Code Reading

Author : Diomidis Spinellis
Publisher : Addison-Wesley Professional
ISBN 13 : 9780201799408
Total Pages : 530 pages
Book Rating : 4.7/5 (994 download)

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Book Synopsis Code Reading by : Diomidis Spinellis

Download or read book Code Reading written by Diomidis Spinellis and published by Addison-Wesley Professional. This book was released on 2003 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: CD-ROM contains cross-referenced code.

CUDA by Example

Author : Jason Sanders
Publisher : Addison-Wesley Professional
ISBN 13 : 0132180138
Total Pages : 523 pages
Book Rating : 4.1/5 (321 download)

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Book Synopsis CUDA by Example by : Jason Sanders

Download or read book CUDA by Example written by Jason Sanders and published by Addison-Wesley Professional. This book was released on 2010-07-19 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: CUDA is a computing architecture designed to facilitate the development of parallel programs. In conjunction with a comprehensive software platform, the CUDA Architecture enables programmers to draw on the immense power of graphics processing units (GPUs) when building high-performance applications. GPUs, of course, have long been available for demanding graphics and game applications. CUDA now brings this valuable resource to programmers working on applications in other domains, including science, engineering, and finance. No knowledge of graphics programming is required—just the ability to program in a modestly extended version of C. CUDA by Example, written by two senior members of the CUDA software platform team, shows programmers how to employ this new technology. The authors introduce each area of CUDA development through working examples. After a concise introduction to the CUDA platform and architecture, as well as a quick-start guide to CUDA C, the book details the techniques and trade-offs associated with each key CUDA feature. You’ll discover when to use each CUDA C extension and how to write CUDA software that delivers truly outstanding performance. Major topics covered include Parallel programming Thread cooperation Constant memory and events Texture memory Graphics interoperability Atomics Streams CUDA C on multiple GPUs Advanced atomics Additional CUDA resources All the CUDA software tools you’ll need are freely available for download from NVIDIA. http://developer.nvidia.com/object/cuda-by-example.html

PGP Source Code and Internals

Author : Philip R. Zimmermann
Publisher : MIT Press (MA)
ISBN 13 :
Total Pages : 942 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis PGP Source Code and Internals by : Philip R. Zimmermann

Download or read book PGP Source Code and Internals written by Philip R. Zimmermann and published by MIT Press (MA). This book was released on 1995 with total page 942 pages. Available in PDF, EPUB and Kindle. Book excerpt: PGP (Pretty Good Privacy) is a computer program for the encryption of data and electronic mail, a powerful envelope that allows individuals the same privacy in their communications as enjoyed by governments and large corporations. PGP, which is freely available on the Internet, uses public-key cryptography - specifically the RSA algorithm, which is particularly well-suited to the needs of computer-mediated communications. This book contains a formatted vesion of the complete source code for the latest release (2.6.2) of PGP.

Math for Programmers

Author : Paul Orland
Publisher : Manning Publications
ISBN 13 : 1617295353
Total Pages : 686 pages
Book Rating : 4.6/5 (172 download)

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Book Synopsis Math for Programmers by : Paul Orland

Download or read book Math for Programmers written by Paul Orland and published by Manning Publications. This book was released on 2021-01-12 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Math for Programmers you’ll explore important mathematical concepts through hands-on coding. Filled with graphics and more than 300 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest fields. As you tackle the basics of linear algebra, calculus, and machine learning, you’ll master the key Python libraries used to turn them into real-world software applications. Summary To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for these hot careers, concentrating on what you need to know as a developer. Filled with lots of helpful graphics and more than 200 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest programming fields. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Skip the mathematical jargon: This one-of-a-kind book uses Python to teach the math you need to build games, simulations, 3D graphics, and machine learning algorithms. Discover how algebra and calculus come alive when you see them in code! About the book In Math for Programmers you’ll explore important mathematical concepts through hands-on coding. Filled with graphics and more than 300 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest fields. As you tackle the basics of linear algebra, calculus, and machine learning, you’ll master the key Python libraries used to turn them into real-world software applications. What's inside Vector geometry for computer graphics Matrices and linear transformations Core concepts from calculus Simulation and optimization Image and audio processing Machine learning algorithms for regression and classification About the reader For programmers with basic skills in algebra. About the author Paul Orland is a programmer, software entrepreneur, and math enthusiast. He is co-founder of Tachyus, a start-up building predictive analytics software for the energy industry. You can find him online at www.paulor.land. Table of Contents 1 Learning math with code PART I - VECTORS AND GRAPHICS 2 Drawing with 2D vectors 3 Ascending to the 3D world 4 Transforming vectors and graphics 5 Computing transformations with matrices 6 Generalizing to higher dimensions 7 Solving systems of linear equations PART 2 - CALCULUS AND PHYSICAL SIMULATION 8 Understanding rates of change 9 Simulating moving objects 10 Working with symbolic expressions 11 Simulating force fields 12 Optimizing a physical system 13 Analyzing sound waves with a Fourier series PART 3 - MACHINE LEARNING APPLICATIONS 14 Fitting functions to data 15 Classifying data with logistic regression 16 Training neural networks

Rust in Action

Author : Tim McNamara
Publisher : Simon and Schuster
ISBN 13 : 163835622X
Total Pages : 454 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Rust in Action by : Tim McNamara

Download or read book Rust in Action written by Tim McNamara and published by Simon and Schuster. This book was released on 2021-09-07 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This well-written book will help you make the most of what Rust has to offer." - Ramnivas Laddad, author of AspectJ in Action Rust in Action is a hands-on guide to systems programming with Rust. Written for inquisitive programmers, it presents real-world use cases that go far beyond syntax and structure. Summary Rust in Action introduces the Rust programming language by exploring numerous systems programming concepts and techniques. You'll be learning Rust by delving into how computers work under the hood. You'll find yourself playing with persistent storage, memory, networking and even tinkering with CPU instructions. The book takes you through using Rust to extend other applications and teaches you tricks to write blindingly fast code. You'll also discover parallel and concurrent programming. Filled to the brim with real-life use cases and scenarios, you'll go beyond the Rust syntax and see what Rust has to offer in real-world use cases. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Rust is the perfect language for systems programming. It delivers the low-level power of C along with rock-solid safety features that let you code fearlessly. Ideal for applications requiring concurrency, Rust programs are compact, readable, and blazingly fast. Best of all, Rust’s famously smart compiler helps you avoid even subtle coding errors. About the book Rust in Action is a hands-on guide to systems programming with Rust. Written for inquisitive programmers, it presents real-world use cases that go far beyond syntax and structure. You’ll explore Rust implementations for file manipulation, networking, and kernel-level programming and discover awesome techniques for parallelism and concurrency. Along the way, you’ll master Rust’s unique borrow checker model for memory management without a garbage collector. What's inside Elementary to advanced Rust programming Practical examples from systems programming Command-line, graphical and networked applications About the reader For intermediate programmers. No previous experience with Rust required. About the author Tim McNamara uses Rust to build data processing pipelines and generative art. He is an expert in natural language processing and data engineering. Table of Contents 1 Introducing Rust PART 1 RUST LANGUAGE DISTINCTIVES 2 Language foundations 3 Compound data types 4 Lifetimes, ownership, and borrowing PART 2 DEMYSTIFYING SYSTEMS PROGRAMMING 5 Data in depth 6 Memory 7 Files and storage 8 Networking 9 Time and timekeeping 10 Processes, threads, and containers 11 Kernel 12 Signals, interrupts, and exceptions

Introduction to 3D Game Programming with DirectX 12

Author : Frank Luna
Publisher : Mercury Learning and Information
ISBN 13 : 1944534555
Total Pages : 900 pages
Book Rating : 4.9/5 (445 download)

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Book Synopsis Introduction to 3D Game Programming with DirectX 12 by : Frank Luna

Download or read book Introduction to 3D Game Programming with DirectX 12 written by Frank Luna and published by Mercury Learning and Information. This book was released on 2016-04-19 with total page 900 pages. Available in PDF, EPUB and Kindle. Book excerpt: This updated bestseller provides an introduction to programming interactive computer graphics, with an emphasis on game development using DirectX 12. The book is divided into three main parts: basic mathematical tools, fundamental tasks in Direct3D, and techniques and special effects. It shows how to use new Direct12 features such as command lists, pipeline state objects, descriptor heaps and tables, and explicit resource management to reduce CPU overhead and increase scalability across multiple CPU cores. The book covers modern special effects and techniques such as hardware tessellation, writing compute shaders, ambient occlusion, reflections, normal and displacement mapping, shadow rendering, and character animation. Includes a companion DVD with code and figures. eBook Customers: Companion files are available for downloading with order number/proof of purchase by writing to the publisher at [email protected]. FEATURES: • Provides an introduction to programming interactive computer graphics, with an emphasis on game development using DirectX 12 • Uses new Direct3D 12 features to reduce CPU overhead and take advantage of multiple CPU cores • Contains detailed explanations of popular real-time game effects • Includes a DVD with source code and all the images (including 4-color) from the book • Learn advance rendering techniques such as ambient occlusion, real-time reflections, normal and displacement mapping, shadow rendering, programming the geometry shader, and character animation • Covers a mathematics review and 3D rendering fundamentals such as lighting, texturing, blending and stenciling • Use the end-of-chapter exercises to test understanding and provide experience with DirectX 12

Gradle in Action

Author : Benjamin Muschko
Publisher : Simon and Schuster
ISBN 13 : 1638351724
Total Pages : 756 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Gradle in Action by : Benjamin Muschko

Download or read book Gradle in Action written by Benjamin Muschko and published by Simon and Schuster. This book was released on 2014-02-19 with total page 756 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Gradle in Action is a comprehensive guide to end-to-end project automation with Gradle. Starting with the basics, this practical, easy-to-read book discusses how to build a full-fledged, real-world project. Along the way, it touches on advanced topics like testing, continuous integration, and monitoring code quality. You'll also explore tasks like setting up your target environment and deploying your software. About the Technology Gradle is a general-purpose build automation tool. It extends the usage patterns established by its forerunners, Ant and Maven, and allows builds that are expressive, maintainable, and easy to understand. Using a flexible Groovy-based DSL, Gradle provides declarative and extendable language elements that let you model your project's needs the way you want. About the Book Gradle in Action is a comprehensive guide to end-to-end project automation with Gradle. Starting with the basics, this practical, easy-to-read book discusses how to establish an effective build process for a full-fledged, real-world project. Along the way, it covers advanced topics like testing, continuous integration, and monitoring code quality. You'll also explore tasks like setting up your target environment and deploying your software. The book assumes a basic background in Java, but no knowledge of Groovy. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. Whats Inside A comprehensive guide to Gradle Practical, real-world examples Transitioning from Ant and Maven In-depth plugin development Continuous delivery with Gradle About the Author Benjamin Muschko is a member of the Gradleware engineering team and the author of several popular Gradle plugins. Table of Contents PART 1 INTRODUCING GRADLE Introduction to project automation Next-generation builds with Gradle Building a Gradle project by example PART 2 MASTERING THE FUNDAMENTALS Build script essentials Dependency management Multiproject builds Testing with Gradle Extending Gradle Integration and migration PART 3 FROM BUILD TO DEPLOYMENT IDE support and tooling Building polyglot projects Code quality management and monitoring Continuous integration Artifact assembly and publishing Infrastructure provisioning and deployment

Istio in Action

Author : Christian E. Posta
Publisher : Simon and Schuster
ISBN 13 : 1638350353
Total Pages : 478 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Istio in Action by : Christian E. Posta

Download or read book Istio in Action written by Christian E. Posta and published by Simon and Schuster. This book was released on 2022-05-03 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solve difficult service-to-service communication challenges around security, observability, routing, and resilience with an Istio-based service mesh. Istio allows you to define these traffic policies as configuration and enforce them consistently without needing any service-code changes. In Istio in Action you will learn: Why and when to use a service mesh Envoy's role in Istio's service mesh Allowing "North-South" traffic into a mesh Fine-grained traffic routing Make your services robust to network failures Gain observability over your system with telemetry "golden signals" How Istio makes your services secure by default Integrate cloud-native applications with legacy workloads such as in VMs Reduce the operational complexity of your microservices with an Istio-powered service mesh! Istio in Action shows you how to implement this powerful new architecture and move your application-networking concerns to a dedicated infrastructure layer. Non-functional concerns stay separate from your application, so your code is easier to understand, maintain, and adapt regardless of programming language. In this practical guide, you'll go hands-on with the full-featured Istio service mesh to manage microservices communication. Helpful diagrams, example configuration, and examples make it easy to understand how to control routing, secure container applications, and monitor network traffic. Foreword by Eric Brewer. About the technology Offload complex microservice communication layer challenges to Istio! The industry-standard Istio service mesh radically simplifies security, routing, observability, and other service-to-service communication challenges. With Istio, you use a straightforward declarative configuration style to establish application-level network policies. By separating communication from business logic, your services are easier to write, maintain, and modify. About the book Istio in Action teaches you how to implement an Istio-based service mesh that can handle complex routing scenarios, traffic encryption, authorization, and other common network-related tasks. You'll start by defining a basic service mesh and exploring the data plane with Istio’s service proxy, Envoy. Then, you'll dive into core topics like traffic routing and visualization and service-to-service authentication, as you expand your service mesh to workloads on multiple clusters and legacy VMs. What's inside Comprehensive coverage of Istio resources Practical examples to showcase service mesh capabilities Implementation of multi-cluster service meshes How to extend Istio with WebAssembly Traffic routing and observability VM integration into the mesh About the reader For developers, architects, and operations engineers. About the author Christian Posta is a well-known architect, speaker, and contributor. Rinor Maloku is an engineer at Solo.io working on application networking solutions. ToC PART 1 UNDERSTANDING ISTIO 1 Introducing the Istio service mesh 2 First steps with Istio 3 Istio's data plane: The Envoy proxy PART 2 SECURING, OBSERVING, AND CONTROLLING YOUR SERVICE’S NETWORK TRAFFIC 4 Istio gateways: Getting traffic into a cluster 5 Traffic control: Fine-grained traffic routing 6 Resilience: Solving application networking challenges 7 Observability: Understanding the behavior of your services 8 Observability: Visualizing network behavior with Grafana, Jaeger, and Kiali 9 Securing microservice communication PART 3 ISTIO DAY-2 OPERATIONS 10 Troubleshooting the data plane 11 Performance-tuning the control plane PART 4 ISTIO IN YOUR ORGANIZATION 12 Scaling Istio in your organization 13 Incorporating virtual machine workloads into the mesh 14 Extending Istio on the request path

Software Source Code

Author : Raghavendra Rao Althar
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 311070353X
Total Pages : 385 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Software Source Code by : Raghavendra Rao Althar

Download or read book Software Source Code written by Raghavendra Rao Althar and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-07-19 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will focus on utilizing statistical modelling of the software source code, in order to resolve issues associated with the software development processes. Writing and maintaining software source code is a costly business; software developers need to constantly rely on large existing code bases. Statistical modelling identifies the patterns in software artifacts and utilize them for predicting the possible issues.

Pro Git

Author : Scott Chacon
Publisher : Apress
ISBN 13 : 1484200764
Total Pages : 441 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Pro Git by : Scott Chacon

Download or read book Pro Git written by Scott Chacon and published by Apress. This book was released on 2014-11-18 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pro Git (Second Edition) is your fully-updated guide to Git and its usage in the modern world. Git has come a long way since it was first developed by Linus Torvalds for Linux kernel development. It has taken the open source world by storm since its inception in 2005, and this book teaches you how to use it like a pro. Effective and well-implemented version control is a necessity for successful web projects, whether large or small. With this book you’ll learn how to master the world of distributed version workflow, use the distributed features of Git to the full, and extend Git to meet your every need. Written by Git pros Scott Chacon and Ben Straub, Pro Git (Second Edition) builds on the hugely successful first edition, and is now fully updated for Git version 2.0, as well as including an indispensable chapter on GitHub. It’s the best book for all your Git needs.

Reusing Open Source Code

Author : Manuel Sojer
Publisher : Springer Science & Business Media
ISBN 13 : 3834963909
Total Pages : 306 pages
Book Rating : 4.8/5 (349 download)

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Book Synopsis Reusing Open Source Code by : Manuel Sojer

Download or read book Reusing Open Source Code written by Manuel Sojer and published by Springer Science & Business Media. This book was released on 2010-11-04 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: The reuse of existing code through their software developers is critical for firms to ensure efficient development of high-quality software. Manuel Sojer empirically investigates which factors influence software developers to reuse open source code and what causes them to comply with the resulting license obligations or not.

Automated Coevolution of Source Code and Software Architecture Models

Author : Langhammer, Michael
Publisher : KIT Scientific Publishing
ISBN 13 : 3731507838
Total Pages : 374 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Automated Coevolution of Source Code and Software Architecture Models by : Langhammer, Michael

Download or read book Automated Coevolution of Source Code and Software Architecture Models written by Langhammer, Michael and published by KIT Scientific Publishing. This book was released on 2019-08-23 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Heuristic and Knowledge-Based Security Checks of Source Code Artifacts Using Community Knowledge

Author : Fabien Patrick Viertel
Publisher : Logos Verlag Berlin GmbH
ISBN 13 : 3832553495
Total Pages : 225 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Heuristic and Knowledge-Based Security Checks of Source Code Artifacts Using Community Knowledge by : Fabien Patrick Viertel

Download or read book Heuristic and Knowledge-Based Security Checks of Source Code Artifacts Using Community Knowledge written by Fabien Patrick Viertel and published by Logos Verlag Berlin GmbH. This book was released on 2021-08-02 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this dissertation is to support developers in applying security checks using community knowledge. Artificial intelligence approaches combined with natural language processing techniques are employed to identify security-related information from community websites such as Stack Overflow or GitHub. All security-related information is stored in a security knowledge base. This knowledge base provides code fragments that represent the community´s knowledge about vulnerabilities, security-patches, and exploits. Comprehensive knowledge is required to carry out security checks on software artifacts, such as data covering known vulnerabilities and their manifestation in the source code as well as possible attack strategies. Approaches that check software libraries and source code fragments are provided for the automated use of the data. Insecure software libraries can be detected using the NVD combined with metadata and library file hash approaches introduced in this dissertation. Vulnerable source code fragments can be identified using community knowledge represented by code fragments extracted from the largest coding community websites: Stack Overflow and GitHub. A state-of-the-art clone detection approach is modified and enriched by several heuristics to enable vulnerability detection and leverage community knowledge while maintaining good performance. Using various case studies, the approaches implemented in Eclipse plugins and a JIRA plugin are adapted to the users´ needs and evaluated.

Matters Computational

Author : Jörg Arndt
Publisher : Springer Science & Business Media
ISBN 13 : 364214764X
Total Pages : 980 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Matters Computational by : Jörg Arndt

Download or read book Matters Computational written by Jörg Arndt and published by Springer Science & Business Media. This book was released on 2010-10-01 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides algorithms and ideas for computationalists. Subjects treated include low-level algorithms, bit wizardry, combinatorial generation, fast transforms like the Fourier transform, and fast arithmetic for both real numbers and finite fields. Various optimization techniques are described and the actual performance of many given implementations is examined. The focus is on material that does not usually appear in textbooks on algorithms. The implementations are done in C++ and the GP language, written for POSIX-compliant platforms such as the Linux and BSD operating systems.

Source Code Analytics With Roslyn and JavaScript Data Visualization

Author : Sudipta Mukherjee
Publisher : Apress
ISBN 13 : 1484219252
Total Pages : 186 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Source Code Analytics With Roslyn and JavaScript Data Visualization by : Sudipta Mukherjee

Download or read book Source Code Analytics With Roslyn and JavaScript Data Visualization written by Sudipta Mukherjee and published by Apress. This book was released on 2016-12-20 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to build an interactive source code analytics system using Roslyn and JavaScript. This concise 150 page book will help you create and use practical code analysis tools utilizing the new features of Microsoft’s Roslyn compiler to understand the health of your code and identify parts of the code for refactoring. Source code is one of the biggest assets of a software company. However if not maintained well, it can become a big liability. As source code becomes larger. more complex and accessed via the cloud, maintaining code quality becomes even more challenging. The author provides straightforward tools and advice on how to manage code quality in this new environment. Roslyn exposes a set of APIs which allow developers to parse their C# and VB.NET code and drastically lower the barrier to entry for Meta programming in .NET. Roslyn has a dedicated set of APIs for creating custom refactoring for integrating with Visual Studio. This title will show readers how to use Roslyn along with industry standard JavaScript visualization APIs like HighCharts, D3.js etc to create a scalable and highly responsive source code analytics system. What You Will Learn Understand the Roslyn Syntax API Use Data Visualization techniques to assist code analysis process visually Code health monitoring matrices (from the standard of Code Query Language) Code mining techniques to identify design patterns used in source code Code forensics techniques to identify probable author of a given source code Techniques to identify duplicate/near duplicate code Who This Book is For .NET Software Developers and Architects

Machine Learning For Dummies

Author : John Paul Mueller
Publisher : John Wiley & Sons
ISBN 13 : 1119724015
Total Pages : 471 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Machine Learning For Dummies by : John Paul Mueller

Download or read book Machine Learning For Dummies written by John Paul Mueller and published by John Wiley & Sons. This book was released on 2021-02-09 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of Mark Cuban’s top reads for better understanding A.I. (inc.com, 2021) Your comprehensive entry-level guide to machine learning While machine learning expertise doesn’t quite mean you can create your own Turing Test-proof android—as in the movie Ex Machina—it is a form of artificial intelligence and one of the most exciting technological means of identifying opportunities and solving problems fast and on a large scale. Anyone who masters the principles of machine learning is mastering a big part of our tech future and opening up incredible new directions in careers that include fraud detection, optimizing search results, serving real-time ads, credit-scoring, building accurate and sophisticated pricing models—and way, way more. Unlike most machine learning books, the fully updated 2nd Edition of Machine Learning For Dummies doesn't assume you have years of experience using programming languages such as Python (R source is also included in a downloadable form with comments and explanations), but lets you in on the ground floor, covering the entry-level materials that will get you up and running building models you need to perform practical tasks. It takes a look at the underlying—and fascinating—math principles that power machine learning but also shows that you don't need to be a math whiz to build fun new tools and apply them to your work and study. Understand the history of AI and machine learning Work with Python 3.8 and TensorFlow 2.x (and R as a download) Build and test your own models Use the latest datasets, rather than the worn out data found in other books Apply machine learning to real problems Whether you want to learn for college or to enhance your business or career performance, this friendly beginner's guide is your best introduction to machine learning, allowing you to become quickly confident using this amazing and fast-developing technology that's impacting lives for the better all over the world.