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Deep Learning with Swift for TensorFlow: Differentiable Programming with Swift
by Rahul BhalleyDiscover more insight about deep learning algorithms with Swift for TensorFlow. The Swift language was designed by Apple for optimized performance and development whereas TensorFlow library was designed by Google for advanced machine learning research. Swift for TensorFlow is a combination of both with support for modern hardware accelerators and more. This book covers the deep learning concepts from fundamentals to advanced research. It also introduces the Swift language for beginners in programming. This book is well suited for newcomers and experts in programming and deep learning alike. After reading this book you should be able to program various state-of-the-art deep learning algorithms yourself. The book covers foundational concepts of machine learning. It also introduces the mathematics required to understand deep learning. Swift language is introduced such that it allows beginners and researchers to understand programming and easily transit to Swift for TensorFlow, respectively. You will understand the nuts and bolts of building and training neural networks, and build advanced algorithms. What You’ll Learn • Understand deep learning concepts • Program various deep learning algorithms • Run the algorithms in cloud Who This Book Is For • Newcomers to programming and/or deep learning, and experienced developers. • Experienced deep learning practitioners and researchers who desire to work in user space instead of library space with a same programming language without compromising the speed
Building Versatile Mobile Apps with Python and REST: RESTful Web Services with Django and React
by Art YudinDevelop versatile iOS apps using Python with RESTful web services. This book will show you how to blend Django, a high-level Python Web framework, with Django REST, the powerful, feature-filled extension, to build iOS mobile apps.Using easy-to-follow examples, you'll begin by building a simple app using the RESTful Web API and iOS. You'll begin by using traditional Django to create models and connect your App to the database. You'll then see how to serialize your data and create the RESTful API. The second part of the book introduces Xcode, a programming environment to develop iOS apps. Using Swift, the programming language for iOS, you'll design the actual app. Once you have your back-end in Django and a front-end in Swift, you'll connect them using our RESTful API. You'll be able to log in, browse places of interest, and rate them and leave comments. Guided step-by-step instructions, Building Versatile Mobile Apps with Python and REST will demonstrate how easy it is to use Python to develop iOS applications. What You'll LearnBuild Create-Read-Update-Delete functionality using RESTful Web Services Incorporate marketing into the design of iOS apps to stand out in the App Store Deploy your app to a live server and add it to Apple app store Who This Book Is ForAspiring programmers who want to develop modern RESTful Web Services and design the front-end for iOS. Developers who want to combine the most powerful and popular back-end technology—Python—and monetize it with a popular iOS platform in Apple App Store.
Electronics Projects with the ESP8266 and ESP32: Building Web Pages, Applications, and WiFi Enabled Devices
by Neil CameronDiscover the powerful ESP8266 and ESP32 microcontrollers and their Wi-Fi communication. The ESP32 microcontroller features Bluetooth and BLE communication in addition to Wi-Fi. The book emphasizes practical projects and readers are guided through Wi-Fi and Bluetooth communication, mobile app design and build, ESP-NOW and LoRa communication, and signal generation. Projects throughout the book utilize the Wi-Fi functionality and processing power of the ESP microcontrollers. Projects are built in the Arduino IDE, so you don't need to download other programming software. Mobile apps are now ubiquitous, making the app build projects of the book very relevant, as are the web page design projects. In Electronics Projects with the ESP8266 and ESP32, you'll see how easy and practical it is to access information over the internet, develop web pages, build mobile apps to remotely control devices with speech recognition or incorporate Google Maps in a GPS route tracking app. You will · Build practical electronics projects with an ESP8266 or ESP32 microcontroller with Wi-Fi communication · Use the Wi-Fi function of the ESP8266 and ESP32 to update web pages · Communicate with your mobile phone or smart watch by Bluetooth Low Energy · Transmit and receive information to control remote devices over the internet · Understand the design and build of mobile apps for internet based applications · Apply your computer programming skills in C++, JavaScript, AJAX and JSON · Use WebSocket, MQTT brokers and IFTTT for fast two-way communication with webpagesWho This Book Is ForThe target audience is for Makers and Tinkerers who want to build internet/intranet based applications with more powerful microcontrollers, such as the ESP8266 or ESP32. A level of C++ programming expertise with the Arduino IDE is assumed, although all sketches are fully described and comprehensively commented.
Foundation Dynamic Web Pages with Python: Create Dynamic Web Pages with Django and Flask
by David AshleyDiscover the concepts of creating dynamic web pages (HTML) with Python. This book reviews several methods available to serve up dynamic HTML including CGI, SSI, Django, and Flask. You will start by covering HTML pages and CSS in general and then move on to creating pages via CGI. It is easy to use and can serve as a foundation for the more advanced services available for launching dynamic web pages. Next you'll explore the SSI (Server Side Interface) method. This is a slightly more advanced interface included in mots web servers that adds functionality to modify static HTML pages to add such things as the current date or time, include additional HTML, and other features to a static web page before it is delivered to the user. The book also covers some of the key the Django module features, which must be added to the web server. These features include creating dynamic web pages and calling a database to provide additional information to the web page. Lastly you will explore the Flask module. While it has limited functionality on its own, it provides a very flexible environment to create a self designed system for delivery of dynamic web pages.By the time you finish this book, you will be able to choose the appropriate methodology for delivering dynamic information using fast HTML creation services.What You'll LearnUse HTML pages and CSS together to control the style of your web site.Install and configure SSI, Django, and Flask for Apache.Create dynamic web pages using CGI and creating a library of partial HTML pages to use in this task.Build dynamic web pages using SSI and auxiliary Python programs to enhance the SSI functionality.Develop dynamic web pages using Django.Who This Book Is ForSoftware Developers with basic Python programming skills interested in learning Web Development
Full-Stack Web Development with Jakarta EE and Vue.js: Your One-Stop Guide to Building Modern Full-Stack Applications with Jakarta EE and Vue.js
by Daniel Andres LopezHarness the power of Jakarta EE to build sturdy back ends while applying Vue.js on the front end. The demand for modern, high-performing enterprise web applications is growing swiftly. The basic HTML front end is no longer enough to meet customer demands. This book shows you how to unlock professional full-stack web development using Jakarta EE and Vue.js. First, you will review the fundamental concepts of Vue.js and essential features of Jakarta EE. You'll then see how to build web applications through every stage of the process, taking into consideration requirement analysis, data model design, code design, the UI, and technical designs, all the way through to implementation, testing, production deployment, and monitoring. Towards the end of the book, you will also learn about the key design patterns and best practices that underpin professional full-stack web development. Full-stack development is the way forward on the web, and using JakartaEE and Vue.js is a great place to start. Get up-to-speed using this book today. What You'll Learn Connect an application's frontend and backend with Vue.js and Jakarta EEBuild enterprise web applications from start to finishTest, secure and deploy your enterprise web applicationsApply common patterns when building full stack applicationsUnderstand the current IT architecture situation of a company, and define a roadmap to accomplish the company goalsCreate decoupled applications using software craftsmanship ideas Who This Book Is For Java/Jakarta EE developers who would like to gain a stronghold on both frontend and backend development. Basic knowledge of Java EE is assumed.
Practical Apache Lucene 8: Uncover the Search Capabilities of Your Application
by Atri SharmaGain a thorough knowledge of Lucene's capabilities and use it to develop your own search applications. This book explores the Java-based, high-performance text search engine library used to build search capabilities in your applications. Starting with the basics of Lucene and searching, you will learn about the types of queries used in it and also take a look at scoring models. Applying this basic knowledge, you will develop a hello world app using basic Lucene queries and explore functions like scoring and document level boosting. Along the way you will also uncover the concepts of partial searching and matching in Lucene and then learn how to integrate geographical information (geospatial data) in Lucene using spatial queries and n-dimensional indexing. This will prepare you to build a location-aware search engine with a representative data set that allows location constraints to be specified during a search. You’ll also develop a text classifier using Lucene and Apache Mahout, a popular machine learning framework. After a detailed review of performance bench-marking and common issues associated with it, you’ll learn some of the best practices of tuning the performance of your application. By the end of the book you’ll be able to build your first Lucene patch, where you will not only write your patch, but also test it and ensure it adheres to community coding standards.What You’ll Learn Master the basics of Apache LuceneUtilize different query types in Apache LuceneExplore scoring and document level boostingIntegrate geospatial data into your application Who This Book Is ForDevelopers wanting to learn the finer details of Apache Lucene by developing a series of projects with it.
Learn Electronics with Raspberry Pi: Physical Computing with Circuits, Sensors, Outputs, and Projects
by Stewart WatkissUpdated for the recent Raspberry Pi boards, including the Raspberry Pi 4, this new edition offers an all new digital logic circuits project, explaining the theory behind how digital electronics work while creating a new project for measuring temperature.Raspberry Pi is everywhere, it’s inexpensive, and it's a wonderful tool for teaching about electronics and programming. This book demonstrates how to make a variety of cool projects using the Pi with programming languages like Scratch and Python, with no experience necessary. You'll see how the Pi works, how to work with Raspbian Linux on the Pi, and how to design and create electronic circuits. You'll create projects like an arcade game, disco lights, and infrared transmitter, and an LCD display. You'll also learn how to control Minecraft's Steve with a joystick and how to build a Minecraft house with a Pi, and even how to control a LEGO train with a Pi. And, you'll build your own robot, including how to solder and even design a printed circuit board.Learning electronics can be tremendous fun — your first flashing LED circuit is a reason to celebrate! But where do you go from there, and how can you move into more challenging projects without spending a lot of money on proprietary kits? Learn Electronics with Raspberry Pi shows you how to, and a lot more. What You'll LearnDesign and build electronic circuitsMake fun projects like an arcade game, a robot, and a Minecraft controllerProgram the Pi with Scratch and PythonWho This Book Is ForMakers, students, and teachers who want to learn about electronics and programming with the fun and low-cost Raspberry Pi.
A Practical Guide to Verilog-A: Mastering the Modeling Language for Analog Devices, Circuits, and Systems
by Slobodan MijalkovićDiscover how Verilog-A is particularly designed to describe behavior and connectivity of circuits and system components for analog SPICE-class simulators, or for continuous time (SPICE-based) kernels in Verilog-AMS simulators. With continuous updates since it’s release 30 years ago, this practical guide provides a comprehensive foundation and understanding to the modeling language in its most recent standard formulation. With the introduction of language extensions to support compact device modeling, the Verilog-A has become today de facto standard language in the electronics industry for coding compact models of active and passive semiconductor devices. You'll gain an in depth look at how analog circuit simulators work, solving system equations, modeling of components from other physical domains, and modeling the same physical circuits and systems at various levels of detail and at different levels of abstraction.All industry standard compact models released by Si2 Compact Model Coalition (CMC) as well as compact models of emerging nano-electronics devices released by New Era Electronic Devices and Systems (NEEDS) initiative are coded in Verilog-A. This book prepares you for the current trends in the neuromorphic computing, hardware customization for artificial intelligence applications as well as circuit design for internet of things (IOT) will only increase the need for analog simulation modeling and make Verilog-A even more important as a multi-domain component-oriented modeling language.Let A Practical Guide to Verilog-A be the initial step in learning the extended mixed-signal Verilog-AMS hardware description language.What You'll LearnReview the hardware description and modeling language Verilog-A in its most recent standard formulation.Code new compact models of active and passive semiconductor devices as well as new models for emerging circuit components from different physical disciplines.Extend the application of SPICE-like circuit simulators to non-electronics field (neuromorphic, thermal, mechanical, etc systems).Apply the initial steps towards the extended mixed-signal Verilog-AMS hardware description language.Who This Book Is ForElectronic circuit designers and SPICE simulation model developers in academia and industry. Developers of electronic design automation (EDA) tools. Engineers, scientists and students of various disciplines using SPICE-like simulators for research and development.
Beginning Game AI with Unity: Programming Artificial Intelligence with C#
by Sebastiano M. CossuGame developers will use this book to gain a basic knowledge of programming artificial intelligence using Unity and C#. You will not be bored learning the theory underpinning AI. Instead, you will learn by experience and practice, and complete an engaging project in each chapter.AI is the one of the most popular subjects in gaming today, ranging from controlling the behavior of non-player characters to procedural generated levels. This book starts with an introduction to AI and its use in games. Basic moving behaviors and pathfinding are covered, and then you move through more complex concepts of pathfinding and decision making.What You Will LearnUnderstand the fundamentals of AICreate gameplay-based AI to address navigation and decision-making problemsPut into practice graph theory and behavior modelsAddress pathfinding problemsUse the A* algorithm, the deus ex machina of pathfinding algorithmsCreate a mini stealth gameWho This Book Is ForDevelopers and programming enthusiasts with a basic knowledge of Unity and C# who want to understand and master the foundations of artificial intelligence in games
Custom Fiori Applications in SAP HANA: Design, Develop, and Deploy Fiori Applications for the Enterprise
by Sergio GuerreroGet started building custom Fiori applications for your enterprise. This book teaches you how to design, build, and deploy enterprise-ready, custom Fiori applications in SAP HANA. Tips and tricks collected from projects using Fiori applications (built consuming OData models and REST APIs) and integrating third-party JS libraries are presented. Also included are examples using Fiori templates from different tools such as the SAP Web IDE and the new Visual Studio Code extensions. This book explains the 5 design principles that all Fiori applications are built upon: Role-based, Responsive, Coherent, Simple, and Delightful. The book expands on consuming OData services and REST APIs internal and external to SAP HANA. The Fiori application exercise demonstrates the use of the MVC pattern, JavaScript modularization, reuse of SAP UI5 controls, debugging, and the tools required for a complete scenario. The book closes with an exercise showcasing a finished single page application with multiple views and layouts, navigation between the views, and deployment of the application to AWS. This book is simple enough for entry-level developers getting started in web frameworks but also highlights integration points from the data models being consumed from the application, and shows how the application communicates with back-end services, resulting in a complete front-end custom Fiori application.What You Will LearnKnow the 5 Fiori design principlesUnderstand how to consume OData and REST API modelsApply the MVC pattern using XML views and the SAP UI5 controls along with controller behavior in JavaScriptDebug and deploy the applicationWho This Book is ForWeb developers and application leads who have some experience in JavaScript frameworks and web development and understand web protocol communication
Become ITIL® 4 Foundation Certified in 7 Days: Understand and Prepare for the ITIL Foundation Exam with Real-life Examples
by Abhinav Krishna KaiserUse this guide book in its fully updated second edition to study for the ITIL 4 Foundation certification exam. Know the latest ITIL framework and DevOps concepts.The book will take you through the new ITIL framework and nuances of the DevOps methodology. The book follows the topics included in the foundation certification exam syllabus and includes new sections on ITIL's guiding principles, service value chain, and the four dimensions of service management. Also included are the concepts, processes, and philosophies used in DevOps programs and projects. ITIL and DevOps concepts are explained with relevant examples.By the time you finish this book, you will have a complete understanding of ITIL 4 and will be ready to take the ITIL 4 Foundation certification exam. You will know the DevOps methodology and how ITIL reinforces the philosophy of shared responsibility and collaboration. Over the course of a week, even while working your day job, you will be prepared to take the exam.What You Will LearnKnow the basics of ITIL as you prepare for the ITIL Foundation certification examUnderstand ITIL through examplesBe aware of ITIL's relevance to DevOps and DevOps conceptsWho This Book Is ForProfessionals from the IT services industry
Pro Microsoft Teams Development: A Hands-on Guide to Building Custom Solutions for the Teams Platform
by Rick Van RousseltLeverage the Microsoft Teams developer platform to integrate and build your apps in Teams.Busy developers will want to integrate it with other applications, both existing and new ones. Use this practical, hands-on guide to get you started building amazing custom solutions on and for Microsoft Teams, the new collaboration workspace in Office 365 and the fastest growing app in Microsoft history. Get ready to learn how to interact with data inside of Teams and how to surface your data on top of Teams, so that it is easily searchable and better supports people in their day-to-day jobs. Teams development expert Rick Van Rousselt starts at the beginning, helping you set up your environment, and takes you step by step through the process. You will begin with low code, simple integrations, and progress in your learning to increasingly more complex, multi-faceted applications that use every aspect of the extension capabilities of Teams. And a bonus for developers is that integrating your own apps into the Teams developer platform is an excellent opportunity for those apps to get more visibility and usage. What You Will Learn Understand the different development extension points and frameworks that are available in the Teams developer platformCreate custom tabs, bots, connectors, messaging extensions, and webhooksSet up your development environment and speed up the development processEnlist best practices and easy wins that will make an application stand out inside the Teams ecosystemExplore advanced scenarios where the integrations of Office 365 meet inside of Microsoft Teams Who This Book Is ForDevelopers (front end, back end, C#, or Node.js) and architects. Readers should be familiar with C# or Node.js and tools such as Visual Studio or Visual Studio Code and have some experience with Microsoft Teams. Beyond that, no further knowledge is required because the book starts at the beginning, setting up a development environment.
Pro Cryptography and Cryptanalysis: Creating Advanced Algorithms with C# and .NET
by Marius Iulian Mihailescu Stefania Loredana NitaUtilize this comprehensive, yet practical, overview of modern cryptography and cryptanalysis to improve performance. Learn by example with source code in C# and .NET, and come away with an understanding of public key encryption systems and challenging cryptography mechanisms such as lattice-based cryptography.Modern cryptography is the lifeboat of a secure infrastructure. From global economies and governments, to meeting everyday consumer needs, cryptography is ubiquitous, and used in search, design, data, artificial intelligence, and other fields of information technology and communications. Its complexity can lead to misconfiguration, misuse, and misconceptions. For developers who are involved in designing and implementing cryptographic operations in their applications, understanding the implications of the algorithms, modes, and other parameters is vital. Pro Cryptography and Cryptanalysis is for the reader who has a professional need or personal interest in developing cryptography algorithms and security schemes using C# and .NET. You will learn how to implement advanced cryptographic algorithms (such as Elliptic Curve Cryptography Algorithms, Lattice-based Cryptography, Searchable Encryption, Homomorphic Encryption), and come away with a solid understanding of the internal cryptographic mechanisms, and common ways in which the algorithms are correctly implemented in real practice. With the new era of quantum computing, this book serves as a stepping stone to quantum cryptography, finding useful connections between current cryptographic concepts and quantum related topics. What You Will Learn Know when to enlist cryptography, and how it is often misunderstood and misusedExplore modern cryptography algorithms, practices, and propertiesDesign and implement usable, advanced cryptographic methods and mechanismsUnderstand how new features in C# and .NET impact the future of cryptographic algorithmsUse the cryptographic model, services, and System.Security.Cryptography namespace in .NETModernize your cryptanalyst mindset by exploiting the performance of C# and .NET with its weak cryptographic algorithmsPractice the basics of public key cryptography, including ECDSA signaturesDiscover how most algorithms can be broken Who This Book Is ForInformation security experts, cryptologists, software engineers, developers, data scientists, and academia who have experience with C#, .NET, as well as IDEs such as Visual Studio, VS Code, or Mono. Because this book is for an intermediate to advanced audience, readers should also possess an understanding of cryptography (symmetric and asymmetric) concepts.
Practical Azure SQL Database for Modern Developers: Building Applications in the Microsoft Cloud
by Davide Mauri Silvano Coriani Anna Hoffman Sanjay Mishra Jovan PopovicHere is the expert-level, insider guidance you need on using Azure SQL Database as your back-end data store. This book highlights best practices in everything ranging from full-stack projects to mobile applications to critical, back-end APIs. The book provides instruction on accessing your data from any language and platform. And you learn how to push processing-intensive work into the database engine to be near the data and avoid undue networking traffic. Azure SQL is explained from a developer's point of view, helping you master its feature set and create applications that perform well and delight users.Core to the book is showing you how Azure SQL Database provides relational and post-relational support so that any workload can be managed with easy accessibility from any platform and any language. You will learn about features ranging from lock-free tables to columnstore indexes, and about support for data formats ranging from JSON and key-values to the nodes and edges in the graph database paradigm. Reading this book prepares you to deal with almost all data management challenges, allowing you to create lean and specialized solutions having the elasticity and scalability that are needed in the modern world. What You Will LearnMaster Azure SQL Database in your development projects from design to the CI/CD pipelineAccess your data from any programming language and platformCombine key-value, JSON, and relational data in the same databasePush data-intensive compute work into the database for improved efficiencyDelight your customers by detecting and improving poorly performing queriesEnhance performance through features such as columnstore indexes and lock-free tablesBuild confidence in your mastery of Azure SQL Database's feature setWho This Book Is ForDevelopers of applications and APIs that benefit from cloud database support, developers who wish to master their tools (including Azure SQL Database, and those who want their applications to be known for speedy performance and the elegance of their code
Machine Learning for Economics and Finance in TensorFlow 2: Deep Learning Models for Research and Industry
by Isaiah HullWork on economic problems and solutions with tools from machine learning. ML has taken time to move into the space of academic economics. This is because empirical work in economics is concentrated on the identification of causal relationships in parsimonious statistical models; whereas machine learning is oriented towards prediction and is generally uninterested in either causality or parsimony. That leaves a gap for both students and professionals in the economics industry without a standard reference.This book focuses on economic problems with an empirical dimension, where machine learning methods may offer something of value. This includes coverage of a variety of discriminative deep learning models (DNNs, CNNs, RNNs, LSTMs, the Transformer Model, etc.), generative machine learning models, random forests, gradient boosting, clustering, and feature extraction. You'll also learn about the intersection of empirical methods in economics and machine learning, including regression analysis, text analysis, and dimensionality reduction methods, such as principal components analysis.TensorFlow offers a toolset that can be used to setup and solve any mathematical model, including those commonly used in economics. This book is structured to teach through a sequence of complete examples, each framed in terms of a specific economic problem of interest or topic. Otherwise complicated content is then distilled into accessible examples, so you can use TensorFlow to solve workhorse models in economics and finance.What You'll LearnDefine, train, and evaluate machine learning models in TensorFlow 2Apply fundamental concepts in machine learning, such as deep learning and natural language processing, to economic and financial problemsSolve workhorse models in economics and financeWho This Book Is ForStudents and data scientists working in the economics industry. Academic economists and social scientists who have an interest in machine learning are also likely to find this book useful.
Traefik API Gateway for Microservices: With Java and Python Microservices Deployed in Kubernetes
by Rahul Sharma Akshay MathurUse Traefik as a load balancer or a reverse proxy for microservices-based architecture. This book covers Traefik integration for microservices architecture concerns such as service discovery, telemetry, and resiliency.The book focuses on building an in-depth understanding of Traefik. It starts with the fundamentals of Traefik, including different load balancing algorithms available, and failure handling for application resiliency. Examples are included for the failure scenarios. TLS support is explained, including scenarios of TLS termination and TLS forwarding. Traefik supports TLS termination using Let's Encrypt. Traefik deployment in prominent microservices ecosystems is discussed, including Docker and Kubernetes.Traefik is a language-neutral component. This book presents examples of its deployment with Java-based microservices. The examples in the book show Traefik integration with Jaeger/Zipkin, Prometheus, Grafana, and FluentD. Also covered is Traefik for Python-based services and Java-based services deployed in the Kubernetes cluster. By the end of the book, you will confidently know how to deploy and integrate Traefik into prominent microservices ecosystems.What You Will LearnUnderstand Traefik basics and its componentsExplore different load balancing scenarios and TLS terminationConfigure service discovery, circuit breakers, timeouts, and throttlingMonitor Traefik using Prometheus and request tracing Who This Book Is ForDevelopers and project managers who have developed microservices and are deploying them in cloud and on-premise environments with Kubernetes or Docker. The book is not specifically written for any particular programming language. The examples presented use Java or Python.
Designing Products for Evolving Digital Users: Study UX Behavior Patterns, Online Communities, and Future Digital Trends
by Anastasia UteshevaDigital user behavior is evolving at an ever-increasing pace, and predicting future trends is a booming business as a result. Users associate technology with their identities now more than ever, and it is up to you as a product designer to enhance their experience for the better. Designing Products for Evolving Digital Users is a 21st century handbook that helps you do just that. By providing insights that allow you to study UX (user experience) behavior patterns, online communities, and future digital trends, Designing Products for Evolving Digital Users instills confidence and fact-based foundations for your digital creations. Author Anastasia Utesheva expertly teaches you how to account for the way the technology impacts the identity of users and how that identity shifts through ongoing interaction with a product or service. She also brings in important case studies on social media, gaming, eRetail, and more to illustrate past examples of technology’s profound impact on communal and individual identity. Digital product design’s ultimate end goal is end user satisfaction. While a myriad of material is available out there consisting of simple tips and tricks for optimal digital design, Designing Products for Evolving Digital Users is a rare and remarkable title that cohesively accounts for all environmental factors involved. Comprehend how distributed technology impacts creation and negotiation of identity and explore communities that form around digital products. UX designers, futurists, students, and industry veterans alike have an abundance of invaluable learning ahead of them in Designing Products for Evolving Digital Users. What You Will LearnLearn how to design digital products/services that resonate with and transform identity of usersStudy how digital impacts formation of identityConsider how digital technology has impacted our world and implications for future digital trendsWho This Book Is For UX designers, digital product creators, entrepreneurs, educators, philosophy of technology enthusiasts, futurists
Pro iOS Testing: XCTest Framework for UI and Unit Testing
by Avi TsadokDiscover what tools there are for unit testing in iOS, and how to work in a test-driven environment. This book reveals how testing is a crucial capability in any iOS developer’s toolset, and a minimum requirement in iOS interviews.A few years ago, tests on mobile platforms were not very popular. It wasn’t a technical constraint, more a cultural one. But these days it’s a crucial skill set, especially when projects become big and hard to maintain. This book shows you how to set up a testing target in XCode unit tests. You'll learn how to write unit tests properly and incorporate concepts like spies and mocks and code coverage. You'll also learn the philosophy behind the architecture of UI tests, and how to mock network and DB layers in testing. Write unbreakable UI tests performance tests, as well. And learn the difference between integration tests and snapshot testing.This book will show you how to maintain code that's not only bug-free but will also remain high quality over time and maintainable while you make changes and refactors during an app's life. Testing in all its aspects is the best way of maintaining iOS projects to run fast and reliably long after you've released them. Many iOS developers working today lack an understanding of the advantages of testing, and might be unfamiliar with tools that make the job easier, such as XCTest framework. With Pro iOS Testing you'll see how to develop and test apps that work and stay working for a long time. What You'll LearnSet up a stable testing systemExtend an app's lifetime with testing before releaseIncorporate testing into your everyday development routineWrite unbreakable UI tests performance testsUnderstand the difference between integration tests and snapshot testingWho This Book Is ForProfessional iOS developers with extensive experience in the basics of building apps.
Implementing AI Systems: Transform Your Business in 6 Steps
by Tom TaulliAI is one of the fastest growing corners of the tech world. But there remains one big problem: many AI projects fail. The fact is that AI is unique among IT projects. The technology requires a different mindset, in terms of understanding probabilities, data structures and complex algorithms. There is also a need to deal with complex issues like ethics and privacy.This is where Implementing AI Systems comes in. You'll learn the step-by-step process for successful implementations of AI, backed up with numerous case studies from top companies. This book puts everything you need to know into one place – that is, it’s the handbook you need for AI. You’ll focus primarily on understanding the core concepts for AI like NLP, Machine Learning, Deep Learning and so on.This book will help you find the right areas to apply AI.What You’ll LearnPut together an effective data strategyCreate models and how to successfully test themEvaluate AI toolsAssemble the right teamScale AI across an organizationWho This Book Is ForPrimarily for managers, IT professionals and executives of mid-size and large companies wanting to implement AI in their organization.
Building Better PowerShell Code: Applying Proven Practices One Tip at a Time
by Adam BertramLearn to write better PowerShell code via short, example-driven tips. This book covers tips to make your PowerShell scripts faster and easier to read all while following proven best practices. Written by a six-time Microsoft MVP and one of the first Microsoft PowerShell MVPs with over a decade of PowerShell experience, Building Better PowerShell Code gives you easily digestible tips you can begin using immediately. The book starts with an overview of some of the most important tips the author can muster which segues into a deeper dive with dozens of examples throughout the book. It takes you through tips such as using community modules, writing better comments, thinking of PowerShell functions as building blocks, and more. You will also see how to use parameters the right way and how to create simple logging code to easily record script activity. You will learn not only how to write better code, but also how to implement some mindset tricks, such as being explicit and specific with code and how to write code that reads well. You’ll get into error handling and also how to make your scripts more secure. Finally, you’ll examine the concept of building PowerShell tools and how to build scripts for speed. Other tips and best practices include: Building Pester tests Improving performance through parallel processing Writing cross-platform scripts Using filtering properly After reading this book and applying these tips, you will have an expert coding mindset and be able to build PowerShell code that’s efficient, readable, and compliant with many best practices. What You Will Learn Implement error handling Create a logging function Use regular expressions to search strings Implement parallel processing Who This Book Is For PowerShell script developers.
Pro .NET 5 Custom Libraries: Implementing Custom .NET Data Types
by Roger VillelaLeverage .NET 5, Microsoft’s bold new cross-platform implementation, for developing your very own cross-platform custom data types and libraries for Windows, Linux, and macOS. The book starts with the purpose and benefits of a custom cross-platform model of .NET data types and its architectural implementation in detail. Next, you will learn fundamental operations such as the equality and inequality operations in .NET 5, demonstrated with sample projects in C#. Implementation of comparison and sorting operations is discussed next followed by a discussion on cloning operations. Here you will learn details of overriding the clone virtual method and its implementation. Moving forward, you will understand custom formatting with specialized .NET data types in various functions and how to implement it. You will then go through .NET reference types along with developing a custom library for working with the software project. Finally, you will explore .NET 5 assemblies and modules followed by their APIs. After reading Pro .NET 5 Custom Libraries, you will be able to work on fundamental operations for productivity and quality in your designs of .NET 5 custom data types. What You Will Learn Work with .NET 5 assemblies Work with .NET 5 modules Understand the logical and physical organization of .NET 5 modules Implement custom .NET reference types from scratchImplement a custom .NET value type from scratchWho This Book Is ForSoftware developers working on .NET and .NET Core platform.
Beginning Unreal Engine 4 Blueprints Visual Scripting: Using C++: From Beginner to Pro
by Satheesh PvDiscover how Unreal Engine 4 allows you to create exciting games using C++ and Blueprints. This book starts with installing, launching, and examining the details of Unreal Engine. Next, you will learn about Blueprints and C++ and how to leverage them. The following chapters talk in detail about gameplay, basic physics, and ray-casting for game development in Unreal Engine. Furthermore, you’ll create material, meshes, and textures. The last chapter brings all the concepts together by building a demo game. By the end of the book, you’ll be equipped with the know-how and techniques needed to develop and deploy your very own game in Unreal Engine. What You Will Learn Discover Blueprints and how to apply them in Unreal Engine 4 Get started with C++ programming in Unreal Engine 4 Apply the concepts of physics and ray-casting Work with the Gameplay Framework Who This Book Is For Beginners interested in learning Blueprints visual scripting and C++ for programming games in Unreal Engine 4 would find this book useful.
A Python Data Analyst’s Toolkit: Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics
by Gayathri RajagopalanExplore the fundamentals of data analysis, and statistics with case studies using Python. This book will show you how to confidently write code in Python, and use various Python libraries and functions for analyzing any dataset. The code is presented in Jupyter notebooks that can further be adapted and extended.This book is divided into three parts – programming with Python, data analysis and visualization, and statistics. You'll start with an introduction to Python – the syntax, functions, conditional statements, data types, and different types of containers. You'll then review more advanced concepts like regular expressions, handling of files, and solving mathematical problems with Python. The second part of the book, will cover Python libraries used for data analysis. There will be an introductory chapter covering basic concepts and terminology, and one chapter each on NumPy(the scientific computation library), Pandas (the data wrangling library) and visualization libraries like Matplotlib and Seaborn. Case studies will be included as examples to help readers understand some real-world applications of data analysis. The final chapters of book focus on statistics, elucidating important principles in statistics that are relevant to data science. These topics include probability, Bayes theorem, permutations and combinations, and hypothesis testing (ANOVA, Chi-squared test, z-test, and t-test), and how the Scipy library enables simplification of tedious calculations involved in statistics.What You'll LearnFurther your programming and analytical skills with PythonSolve mathematical problems in calculus, and set theory and algebra with PythonWork with various libraries in Python to structure, analyze, and visualize dataTackle real-life case studies using PythonReview essential statistical concepts and use the Scipy library to solve problems in statistics Who This Book Is ForProfessionals working in the field of data science interested in enhancing skills in Python, data analysis and statistics.
A Complete Guide to Burp Suite: Learn to Detect Application Vulnerabilities
by Sagar RahalkarUse this comprehensive guide to learn the practical aspects of Burp Suite—from the basics to more advanced topics. The book goes beyond the standard OWASP Top 10 and also covers security testing of APIs and mobile apps. Burp Suite is a simple, yet powerful, tool used for application security testing. It is widely used for manual application security testing of web applications plus APIs and mobile apps. The book starts with the basics and shows you how to set up a testing environment. It covers basic building blocks and takes you on an in-depth tour of its various components such as intruder, repeater, decoder, comparer, and sequencer. It also takes you through other useful features such as infiltrator, collaborator, scanner, and extender. And it teaches you how to use Burp Suite for API and mobile app security testing.What You Will Learn Understand various components of Burp Suite Configure the tool for the most efficient use Exploit real-world web vulnerabilities using Burp Suite Extend the tool with useful add-onsWho This Book Is ForThose with a keen interest in web application security testing, API security testing, mobile application security testing, and bug bounty hunting; and quality analysis and development team members who are part of the secure Software Development Lifecycle (SDLC) and want to quickly determine application vulnerabilities using Burp Suite
Data Science Solutions on Azure: Tools and Techniques Using Databricks and MLOps
by Julian Soh Priyanshi SinghUnderstand and learn the skills needed to use modern tools in Microsoft Azure. This book discusses how to practically apply these tools in the industry, and help drive the transformation of organizations into a knowledge and data-driven entity. It provides an end-to-end understanding of data science life cycle and the techniques to efficiently productionize workloads. The book starts with an introduction to data science and discusses the statistical techniques data scientists should know. You'll then move on to machine learning in Azure where you will review the basics of data preparation and engineering, along with Azure ML service and automated machine learning. You'll also explore Azure Databricks and learn how to deploy, create and manage the same. In the final chapters you'll go through machine learning operations in Azure followed by the practical implementation of artificial intelligence through machine learning. Data Science Solutions on Azure will reveal how the different Azure services work together using real life scenarios and how-to-build solutions in a single comprehensive cloud ecosystem. What You'll LearnUnderstand big data analytics with Spark in Azure Databricks Integrate with Azure services like Azure Machine Learning and Azure SynapsDeploy, publish and monitor your data science workloads with MLOps Review data abstraction, model management and versioning with GitHubWho This Book Is ForData Scientists looking to deploy end-to-end solutions on Azure with latest tools and techniques.