Computer programming / software engineering

Software Engineering, Volume I is a compilation of the proceedings of the Third Symposium on Computer and Information Sciences held in Miami Beach, Florida, on December 18-20, 1969.

A Guide to RISC Microprocessors provides a comprehensive coverage of every major RISC microprocessor family.

Use the computational thinking philosophy to solve complex problems by designing appropriate algorithms to produce optimal results across various domainsKey FeaturesDevelop logical reasoning and problem-solving skills that will help you tackle complex problemsExplore core computer science concepts and important computational thinking elements using practical examplesFind out how to identify the best-suited algorithmic solution for your problemBook DescriptionComputational thinking helps you to develop logical processing and algorithmic thinking while solving real-world problems across a wide range of domains.

New edition of the bestselling guide to artificial intelligence with Python, updated to Python 3.

Take a comprehensive and step-by-step approach to understanding machine learningKey FeaturesDiscover how to apply the scikit-learn uniform API in all types of machine learning modelsUnderstand the difference between supervised and unsupervised learning modelsReinforce your understanding of machine learning concepts by working on real-world examplesBook DescriptionMachine learning algorithms are an integral part of almost all modern applications.

Learn how to solve problems using Clojure or ClojureScript and become a confident functional programmer with the help of engaging activities and challenging projectsKey FeaturesMaster the tools and patterns of the Clojure and ClojureScript ecosystemsLearn the fundamentals of functional programming and immutabilityApply your skills practically by developing a range of scalable applicationsBook DescriptionThe Clojure Workshop is a step-by-step guide to Clojure and ClojureScript, designed to quickly get you up and running as a confident, knowledgeable developer.

Understand data analysis concepts to make accurate decisions based on data using Python programming and Jupyter NotebookKey FeaturesFind out how to use Python code to extract insights from data using real-world examplesWork with structured data and free text sources to answer questions and add value using dataPerform data analysis from scratch with the help of clear explanations for cleaning, transforming, and visualizing dataBook DescriptionData literacy is the ability to read, analyze, work with, and argue using data.

Learn dynamic programming with Julia to build apps for data analysis, visualization, machine learning, and the webKey FeaturesLeverage Julia's high speed and efficiency to build fast, efficient applicationsPerform supervised and unsupervised machine learning and time series analysisTackle problems concurrently and in a distributed environmentBook DescriptionJulia offers the high productivity and ease of use of Python and R with the lightning-fast speed of C++.

Integrate scikit-learn with various tools such as NumPy, pandas, imbalanced-learn, and scikit-surprise and use it to solve real-world machine learning problemsKey FeaturesDelve into machine learning with this comprehensive guide to scikit-learn and scientific PythonMaster the art of data-driven problem-solving with hands-on examplesFoster your theoretical and practical knowledge of supervised and unsupervised machine learning algorithmsBook DescriptionMachine learning is applied everywhere, from business to research and academia, while scikit-learn is a versatile library that is popular among machine learning practitioners.

Explore various constraints and challenges that embedded developers encounter in their daily tasks and learn how to build effective programs using the latest standards of C++Key FeaturesGet hands-on experience in developing a sample application for an embedded Linux-based systemExplore advanced topics such as concurrency, real-time operating system (RTOS), and C++ utilitiesLearn how to test and debug your embedded applications using logs and profiling toolsBook DescriptionDeveloping applications for embedded systems may seem like a daunting task as developers face challenges related to limited memory, high power consumption, and maintaining real-time responses.

A practical guide to Unity game scripting using C#, backed with practice tests, exam tips, and easy-to-follow examples to help you better prepare for the exam and become a pro in Unity programmingKey FeaturesDiscover the essentials of game scripting with Unity and C# to customize every aspect of your gameOvercome challenges in Unity game development using effective techniques and easy solutionsPass the Unity certification exam with the help of mock tests, exam tips, and self-assessment questionsBook DescriptionUnity Certified Programmer is a global certification program by Unity for anyone looking to become a professional Unity developer.

Teach your machine to think for itself!

Get to grips with key structural changes in TensorFlow 2.

Build robust and reliable Java applications that works on modern infrastructure, such as containers and cloud, using the new features in Quarkus 1.

Get hands-on with the browser-based JavaScript library for training and deploying machine learning models effectivelyKey FeaturesBuild, train and run machine learning models in the browser using TensorFlow.

Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devicesKey FeaturesIntroduces and then uses TensorFlow 2 and Keras right from the startTeaches key machine and deep learning techniquesUnderstand the fundamentals of deep learning and machine learning through clear explanations and extensive code samplesBook DescriptionDeep Learning with TensorFlow 2 and Keras, Second Edition teaches neural networks and deep learning techniques alongside TensorFlow (TF) and Keras.

Explore the new features of Vue.

Discover how to build, scale, and debug native iOS and Android applications from a single codebase using the Dart programming language - a hands-on approachKey FeaturesWork through practical recipes for building mobile applications with FlutterQuickly build and iterate on your user interface (UI) with hot reloadFix bugs and prevent them from reappearing using Flutter's developer tools and test suitesBook Description"e;Anyone interested in developing Flutter applications for Android or iOS should have a copy of this book on their desk.

Redefine your software development experience by understanding the extensive features and rich functionalities offered by Visual Studio CodeKey FeaturesLeverage the power of the free, cross-platform, and highly customizable code editor to build modern web and cloud applicationsEdit, debug and deploy on Microsoft Azure with Visual Studio CodeLearn how to customize features and install a wide variety of third-party extensionsBook DescriptionMicrosoft Visual Studio Code is a powerful, lightweight code editor for modern web and cloud development.

An example-driven guide covering modern web app development techniques and emerging technologies such as WebAssembly, Service Workers, and Svelte.

Design and use machine learning models for music generation using Magenta and make them interact with existing music creation toolsKey FeaturesLearn how machine learning, deep learning, and reinforcement learning are used in music generationGenerate new content by manipulating the source data using Magenta utilities, and train machine learning models with itExplore various Magenta projects such as Magenta Studio, MusicVAE, and NSynthBook DescriptionThe importance of machine learning (ML) in art is growing at a rapid pace due to recent advancements in the field, and Magenta is at the forefront of this innovation.

Build a strong foundation in designing and implementing real-time systems with the help of practical examplesKey FeaturesGet up and running with the fundamentals of RTOS and apply them on STM32Enhance your programming skills to design and build real-world embedded systemsGet to grips with advanced techniques for implementing embedded systemsBook DescriptionA real-time operating system (RTOS) is used to develop systems that respond to events within strict timelines.

A comprehensive guide with practical instructions for learning data structures, low-level programming, high-performance computing, networking and IoT to help you understand the latest standards in C programming such as C11 and C18Key FeaturesTackle various challenges in C programming by making the most of its latest featuresUnderstand the workings of arrays, strings, functions, pointers, advanced data structures, and algorithmsBecome well-versed with process synchronization during multitasking and server-client process communicationBook DescriptionUsed in everything from microcontrollers to operating systems, C is a popular programming language among developers because of its flexibility and versatility.

Get close and comfortable with Unity and build applications that run on HoloLens, Daydream, and Oculus RiftKey FeaturesBuild fun augmented reality applications using ARKit, ARCore, and VuforiaExplore virtual reality by developing more than 10 engaging projects Learn how to integrate AR and VR concepts together in a single applicationBook DescriptionUnity is the leading platform to develop mixed reality experiences because it provides a great pipeline for working with 3D assets.

With over 100 practical recipes that offer extensive coverage of Microsoft Office 365, learn how to enhance collaboration, implement robotic process automation, and develop business intelligence for your organizationKey FeaturesGain a complete overview of popular Office 365 services using practical recipes and expert insightsCollaborate with your team effectively using SharePoint Online and MS TeamsPurchase of the print or Kindle book includes a free eBook in the PDF formatBook DescriptionMicrosoft Office 365 provides tools for managing organizational tasks like content management, communication, report creation, and business automation processes.

An effective guide to designing, building, and deploying enterprise Java microservices with Eclipse MicroProfileKey FeaturesCreate cloud-native microservices with ease using this detailed guideAvoid vendor lock-in when implementing microservices using Eclipse MicroProfileDiscover why MicroProfile is a great specification for building microservices in multi-cloud environmentsBook DescriptionEclipse MicroProfile has gained momentum in the industry as a multi-vendor, interoperable, community-driven specification.

From building your own cluster to running cloud-native applications with Kubernetes, this workshop covers it all using engaging examples and activitiesKey FeaturesExplore the Kubernetes environment and understand how containers are managedLearn how to build, maintain, and deploy cloud-native applications using KubernetesGet to grips with using Kubernetes primitives to manage the life cycle of a full application stackBook DescriptionThanks to its extensive support for managing hundreds of containers that run cloud-native applications, Kubernetes is the most popular open source container orchestration platform that makes cluster management easy.

Explore macOS tools and architecture for executing support tasks and system administration, and prepare for the Apple Certified Support Professional (ACSP) certification examKey FeaturesDelve into macOS Big Sur, from installation to managing apps and optimizing your environmentBecome an Apple Certified Support Professional (ACSP) with this comprehensive macOS support guideThe book is not intended to be a user guide, it covers concepts pertinent for a user acting as an administratorBook DescriptionApple is pushing the capabilities of its technologies to help users achieve high performance, including improvements in its OS running across all Mac systems, macOS, and new technologies such as M1 Silicon chips.

Learn Flutter and the Dart programming language by building impressive real-world mobile applications for Android and iOSKey FeaturesLearn cross-platform mobile development with Flutter and Dart by building 11 real-world appsCreate wide array of mobile projects such as 2D game, productivity timer, movie browsing app, and morePractical projects demonstrating Flutter development techniques with tips, tricks, and best practicesBook DescriptionFlutter is a modern reactive mobile framework that removes a lot of the complexity found in building native mobile apps for iOS and Android.

Learn how you can control LEDs, make music, and read sensor data using popular microcontrollers such as Adafruit Circuit Playground, ESP8266, and the BBC micro:bitKey FeaturesLoad and execute your first program with MicroPythonProgram an IoT device to retrieve weather data using a RESTful APIGet to grips with integrating hardware, programming, and networking concepts with MicroPythonBook DescriptionMicroPython is an open source implementation of Python 3 that runs in embedded environments.

Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projectsExplore important deep learning tools for image classificationUnderstand basic image matrix formats and filtersBook DescriptionOpenCV is one of the best open source libraries available and can help you focus on constructing complete projects on image processing, motion detection, and image segmentation.

Build robust full-stack web applications using two of the world's most popular programming languages Python and JavaScriptKey FeaturesDiscover similarities and differences between JavaScript and Python coding conventionsExplore frontend web concepts, UI/UX techniques, and JavaScript frameworks to enhance your web development skillsPut your JS knowledge into practice by developing a full-stack web app with React and ExpressBook DescriptionKnowledge of Python is a great foundation for learning other languages.

Create large-scale web applications with code that is extensible and easy to understand using React HooksKey FeaturesExplore effective strategies for migrating your state management from Redux and MobX to React HooksIntegrate Hooks with React features such as Context and Suspense to add advanced functionality to your web appsCreate complex applications by combining multiple hooksBook DescriptionReact Hooks revolutionize how you manage state and effects in your web applications.

An enterprise Java developer's guide to learning JAX-RS, context and dependency injection, JavaServer Faces (JSF), and microservices with Eclipse MicroProfile using the latest features of Jakarta EEKey FeaturesExplore Jakarta EE's latest features and API specifications and discover their benefitsBuild and deploy microservices using Jakarta EE 8 and Eclipse MicroProfileBuild robust RESTful web services for various enterprise scenarios using the JAX-RS, JSON-P, and JSON-B APIsBook DescriptionJakarta EE is widely used around the world for developing enterprise applications for a variety of domains.

A practical, illustrated guide to Unity game scripting using C#, along with practice tests, exam tips, and easy-to-follow examples to help you pass the exam and become a professional Unity programmerKey FeaturesLearn essentials of game scripting with Unity and C# to customize aspects of your gameTackle challenges in Unity game development and the certification exam using effective techniques and solutionsPrepare for the latest Unity certification exam using mock tests, exam tips, and self-assessment questionsBook DescriptionUnity Certified Programmer is a global certification program by Unity for anyone looking to become a professional Unity developer.

Unleash the power of declarative programming in SwiftUI by building cross-platform Apple apps for iOS 15, macOS, and watchOS using Swift 5.

Learn C# programming from scratch using Unity as a fun and accessible entry point with this updated edition of the bestselling series.

Discover how Google Cloud services can help you to reduce operational tasks and focus on delivering business value with your applicationsKey FeaturesDesign, develop, and deploy end-to-end cloud-native applications using Google Cloud servicesPrepare for the GCP developer exam with the help of a fictitious business case and a Q&A sectionGet hands-on with implementing code examples of different GCP services in your applicationsBook DescriptionGoogle Cloud Platform is one of the three major cloud providers in the industry, exhibiting great leadership in application modernization and data management.

A practical guide to building PIC and STM32 microcontroller board applications with C and C++ programmingKey FeaturesDiscover how to apply microcontroller boards in real life to create interesting IoT projectsCreate innovative solutions to help improve the lives of people affected by the COVID-19 pandemicDesign, build, program, and test microcontroller-based projects with the C and C++ programming languageBook DescriptionWe live in a world surrounded by electronic devices, and microcontrollers are the brains of these devices.

A professional\'s guide to solving complex problems while designing modern softwareKey FeaturesLearn best practices for designing enterprise-grade software systems from a seasoned CTODeeper your understanding of system reliability, maintainability, and scalabilityElevate your skills to a professional level by learning the most effective software design patterns and architectural conceptsBook DescriptionAs businesses are undergoing a digital transformation to keep up with competition, it is now more important than ever for IT professionals to design systems to keep up with the rate of change while maintaining stability.

Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing frameworkKey FeaturesMaster the art of real-time big data processing and machine learning Explore a wide range of use-cases to analyze large data Discover ways to optimize your work by using many features of Spark 2.

Build modern, scalable, and cloud-ready single-page applications using ASP.

Design clever algorithms that can uncover interesting structures and hidden relationships in unstructured, unlabeled dataKey FeaturesLearn how to select the most suitable Python library to solve your problemCompare k-Nearest Neighbor (k-NN) and non-parametric methods and decide when to use themDelve into the applications of neural networks using real-world datasetsBook DescriptionUnsupervised learning is a useful and practical solution in situations where labeled data is not available.

Learn Nuxt.

Use Python and NLTK (Natural Language Toolkit) to build out your own text classifiers and solve common NLP problems.

Begin writing graphical user interface(GUI) applications for building human machine interfaces with a clear understanding of key concepts of the Qt frameworkKey FeaturesLearn how to write, assemble, and build Qt application from the command lineUnderstand key concepts like Signals and Slots in QtBest practices and effective techniques for designing graphical user interfaces using Qt 5Book DescriptionQt is a cross-platform application framework and widget toolkit that is used to create GUI applications that can run on different hardware and operating systems.

A step-by-step guide that will help you create, share, and deploy applications across your organization using MS PowerAppsKey FeaturesCreate apps with rich user experiences without paying for costly developersImprove productivity with business process automation using Microsoft Power AutomateBuild enterprise-grade apps with MS PowerApps' built-in storage space, Common Data ServiceBook DescriptionMicrosoft PowerApps provides a modern approach to building business applications for mobile, tablet, and browser.

A problem-solution guide to encounter various NLP tasks utilizing Java open source libraries and cloud-based solutionsKey FeaturesPerform simple-to-complex NLP text processing tasks using modern Java libraries Extract relationships between different text complexities using a problem-solution approach Utilize cloud-based APIs to perform machine translation operationsBook DescriptionNatural Language Processing (NLP) has become one of the prime technologies for processing very large amounts of unstructured data from disparate information sources.

Delve into the world of Kotlin and learn to build powerful Android and web applicationsKey FeaturesLearn the fundamentals of Kotlin to write high-quality codeTest and debug your applications with the different unit testing frameworks in KotlinExplore Kotlin's interesting features such as null safety, reflection, and annotationsBook DescriptionKotlin is a general-purpose programming language used for developing cross-platform applications.

Build Prometheus ecosystems with metric-centric visualization, alerting, and queryingKey FeaturesIntegrate Prometheus with Alertmanager and Grafana for building a complete monitoring systemExplore PromQL, Prometheus' functional query language, with easy-to-follow examplesLearn how to deploy Prometheus components using Kubernetes and traditional instancesBook DescriptionPrometheus is an open source monitoring system.