IOS App Distribution & Best Practices (First Edition)

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Author :
Publisher : Razeware LLC
ISBN 13 : 9781950325153
Total Pages : 338 pages
Book Rating : 4.3/5 (251 download)

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Book Synopsis IOS App Distribution & Best Practices (First Edition) by : Pietro Rea

Download or read book IOS App Distribution & Best Practices (First Edition) written by Pietro Rea and published by Razeware LLC. This book was released on 2021-04-21 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sharing Apple Apps With Your Team, Testers & the World You'll learn how to sign up for Apple Developer Program, generate the various certificates needed, configure your app and submit an app to the App Store for approval, both manually and through automated processes through automated pipelines. You'll learn how to use Apple TestFlight to add internal and external testers and receive feedback and crash reports. iOS App Distribution starts with explaining hurdles everyone faces, such as code signing, provisioning profiles, and how to do manual releases. It'll then go into more advanced topics, including distribution through TestFlight, build customization, automation, and continuous integration. Who This Book Is For This book is for beginner to experienced developers who want to know the best and most common workflow to release an app to the App store, as well as limiting frustration by troubleshooting and debugging common issues and problems associated with distributing apps. Topics Covered in iOS App Distribution & Best Practices App Store quick start: Your quickest way from no account to the App Store. Provisioning, code signing & entitlements: In-depth explanation of what they are, why you need them, and how they work. Distribution channels & TestFlight: Learn different ways of distributing your app, within an enterprise, with internal or external testers. App Store Connect: Learn about the Apple review process, what are the guidelines, what can go wrong and how to dispute them. Build customizations: Learn the ins and outs of configuring Xcode and build configurations. Build automation: Automate builds, build servers, and learn about tools such as fastlane. Continuous integration: Build your own CI pipeline to code, build, test, release, and repeat! After reading this book, you'll take your app build process and distribution to the next level, automate most of its tedious processes, and have an easier time debugging obscure app submission problem

Learning Mobile App Development

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Author :
Publisher : Pearson Education
ISBN 13 : 032194786X
Total Pages : 464 pages
Book Rating : 4.3/5 (219 download)

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Book Synopsis Learning Mobile App Development by : Jakob Iversen

Download or read book Learning Mobile App Development written by Jakob Iversen and published by Pearson Education. This book was released on 2014 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now, one book can help you master mobile app development with both market-leading platforms: Apple's iOS and Google's Android. Perfect for both students and professionals, Learning Mobile App Development is the only tutorial with complete parallel coverage of both iOS and Android. With this guide, you can master either platform, or both--and gain a deeper understanding of the issues associated with developing mobile apps. You'll develop an actual working app on both iOS and Android, mastering the entire mobile app development lifecycle, from planning through licensing and distribution. Each tutorial in this book has been carefully designed to support readers with widely varying backgrounds and has been extensively tested in live developer training courses. If you're new to iOS, you'll also find an easy, practical introduction to Objective-C, Apple's native language.

WatchOS With SwiftUI by Tutorials (Second Edition)

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Author :
Publisher : Kodeco Incorporated
ISBN 13 : 9781950325849
Total Pages : 0 pages
Book Rating : 4.3/5 (258 download)

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Book Synopsis WatchOS With SwiftUI by Tutorials (Second Edition) by : Kodeco Team

Download or read book WatchOS With SwiftUI by Tutorials (Second Edition) written by Kodeco Team and published by Kodeco Incorporated. This book was released on 2023-04-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn & Master watchOS with SwiftUI!watchOS with SwiftUI by Tutorials is here to help you learn all you need to know about Apple Watch development using the new declarative SwiftUI framework for building modern and engaging user interfaces. Learn all the main concepts by building different watchOS apps that implement all all of these functionalities. In this book, you will cover most of the concepts required to master watchOS development.Who This Book is ForThis book is for beginner and intermediate developers who wish to know how to develop watchOS apps in a declarative and modern way by implementing SwiftUI.Topics Covered in watchOS With SwiftUI by Tutorials:watchOS app project structure: Apple Watch has a slightly different project structure compared to iOS. So you will learn those differences.Use the Digital Crown in your apps: Build the famous Pong videogame but for watchOS and learn how the Digital Crown can enhance your users experience.Watch Connectivity: The Watch Connectivity framework will show you the different ways you can transfer data between iOS and watchOS apps.Snapshots: Snapshots provide a way for users to quickly view the state of an app showing updated and relevant information.Notifications: watchOS offers support for several different types of notifications and allows you to customize them to the individual needs of your watch app.watchOS app Lifecycle: Find out about the Apple Watch Lifecycles and how it transitions between states while extending current runtime sessions.Complications: Complications are small elements that appear on the user's selected watch face and provide quick access to frequently used data from within your app.Watch Face sharing: You can easily share your own custom Watch Faces through your iOS device or via web.Signing in with Apple Watch: Sign in with Apple to allow simple and straight-forward registration and authentication.HealthKit: Implement HealthKit in your WatchOS app to track health-related information and take advantage of Apple Health capabilities.One thing you can count on: after reading this book, you'll be prepared to develop professional Apple Watch apps with SwiftUI.

High Performance IOS Apps

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491911158
Total Pages : 464 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis High Performance IOS Apps by : Gaurav Vaish

Download or read book High Performance IOS Apps written by Gaurav Vaish and published by "O'Reilly Media, Inc.". This book was released on 2016-06-16 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now that more people spend more time interacting with mobile apps than with their desktop counterparts, you need to think about your iOS app's performance the moment you write your first line of code. This practical hands-on guide shows you how. Through specific and concise tips for designing and optimizing your apps, author Gaurav Vaish provides solutions to many common performance scenarios, including reusable code that you can put to work right away.

UIKit Apprentice (Second Edition)

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Author :
Publisher :
ISBN 13 : 9781950325474
Total Pages : pages
Book Rating : 4.3/5 (254 download)

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Book Synopsis UIKit Apprentice (Second Edition) by : raywenderlich Tutorial Team

Download or read book UIKit Apprentice (Second Edition) written by raywenderlich Tutorial Team and published by . This book was released on 2021-09-22 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn iPhone and iPad Programming via Tutorials!If you're new to iOS or Swift, or to programming in general, learning how to write an app can seem incredibly overwhelming.That's why you need a book that:Shows you how to write an app step-by-step.Has tons of illustrations and screenshots to make everything clear.Is written in a fun and easygoing manner!In this book, you will learn how to make your own iPhone and iPad apps, through four engaging, epic-length tutorials.These hands-on tutorials describe in full detail how to build a new app from scratch. Four tutorials, four apps. Each new app will be a little more advanced than the one before, and together they cover everything you need to know to make your own apps.By the end of the series you'll be experienced enough to turn your ideas into real apps that you can sell on the App Store.Tutorial 1: Bull's Eye. In the first tutorial in the book, you'll start off by building a simple but fun game to learn the basics of iPhone programming. In the process, you'll get familiar with Xcode, UIKit and Swift in an easygoing manner.Tutorial 2: Checklists. In the second tutorial in the series, you'll create your own to-do list app. In the process, you'll learn about the fundamental design patterns that all iOS apps use and about table views, navigation controllers and delegates. Now you're making apps for real!Tutorial 3: MyLocations. In the third tutorial, you'll develop a location-aware app that lets you keep a list of spots that you find interesting. In the process, you'll learn about Core Location, Core Data, Map Kit and much more!Tutorial 4: StoreSearch. Mobile apps often need to talk to web services and that's what you'll do in this final tutorial of the book. You'll make a stylish app, which supports both Dark and Light appearances, for iPhone and iPad that lets you search for products on the iTunes store using HTTP requests and JSON.

Android App Distribution (First Edition)

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Author :
Publisher :
ISBN 13 : 9781950325238
Total Pages : pages
Book Rating : 4.3/5 (252 download)

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Book Synopsis Android App Distribution (First Edition) by : raywenderlich Tutorial Team

Download or read book Android App Distribution (First Edition) written by raywenderlich Tutorial Team and published by . This book was released on 2022-03-09 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn Android App DistributionDistributing Android applications is a lot more than just uploading an app to the Google Play store. There are a lot of steps, processes and small details that make the difference between a successful app and one that is never used. That is where Publishing to the Android Play Store comes to the rescue! In this book you will learn about Android App Distribution the easy way: by following fun and easy-to-read tutorials.Who This Book Is ForWhile Android developers of all experience levels will find the information in this book useful including new Android developers but also experienced developers with little experience with the app release process.Topics Covered in Android App DistributionThe steps to getting the perfect build.Quickly getting started using he app store.Using test tracks to test your application.Strategies for release.How to master app permissions for a great user experience.Best practices for securing your application.Optimizing App Size and Obfusticating your APK.Techniques for adding features dynamically.How to add build variants and flavors to your app.Automation tools for your local environment.Tips and tricks for getting top ratings and avoiding negative reviews.How to set up CI to automate your deployment process.Monitoring your app performance and vitals.One thing you can count on: after reading this book, you'll be prepared to release and maintain a successful consumer application.

Xcode 5 Start to Finish

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Publisher : Addison-Wesley Professional
ISBN 13 : 0133751023
Total Pages : 622 pages
Book Rating : 4.1/5 (337 download)

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Book Synopsis Xcode 5 Start to Finish by : Fritz F. Anderson

Download or read book Xcode 5 Start to Finish written by Fritz F. Anderson and published by Addison-Wesley Professional. This book was released on 2014-05-03 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use Xcode 5 to Write Great iOS and OS X Apps! Xcode 5 Start to Finish will help you use the tools in Apple’s Xcode 5 to improve productivity, write great code, and leverage the newest iOS 7 and OS X Mavericks features. Drawing on thirty years of experience developing for Apple platforms and helping others do so, Fritz Anderson shows you a complete best-practice Xcode workflow. Through three full sample projects, you’ll learn to integrate testing, source control, and other key skills into a high-efficiency process that works. Anderson shows you better ways to storyboard, instrument, build, and compile code, and helps you apply innovations ranging from Quick Look to Preview Assistant. By the time you’re finished, you’ll have the advanced Xcode skills to develop outstanding software. Coverage includes Setting breakpoints and tracing execution for active debugging Creating libraries by adding and building new targets Integrating Git or Subversion version control Creating iOS projects with MVC design Designing Core Data schemas for iOS apps Linking data models to views Designing UI views with Interface Builder Using the improved Xcode 5 Autolayout editor Improving reliability with unit testing Simplifying iOS provisioning Leveraging refactoring and continual error checking Using OS X bindings, bundles, packages, frameworks, and property lists Localizing your apps Controlling how Xcode builds source code into executables Analyzing processor and memory usage with Instruments Integrating with Mavericks Server’s sleek continuous integration system Register your book at www.informit.com/register for access to this title’s downloadable code.

Mobile App Development with Ionic, Revised Edition

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491998091
Total Pages : 292 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Mobile App Development with Ionic, Revised Edition by : Chris Griffith

Download or read book Mobile App Development with Ionic, Revised Edition written by Chris Griffith and published by "O'Reilly Media, Inc.". This book was released on 2017-08-18 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to build app store-ready hybrid apps with Ionic, the framework built on top of Apache Cordova (formerly PhoneGap) and Angular. This revised guide shows you how to use Ionic’s tools and services to develop apps with HTML, CSS, and TypeScript, rather than rely on platform-specific solutions found in Android, iOS, and Windows Universal. Author Chris Griffith takes you step-by-step through Ionic’s powerful collection of UI components, and then helps you use it to build three cross-platform mobile apps. Whether you’re new to this framework or have been working with Ionic 1, this book is ideal for beginning, intermediate, and advanced web developers. Understand what a hybrid mobile app is, and what comprises a basic Ionic application Learn how Ionic leverages Apache Cordova, Angular, and TypeScript to create native mobile applications Create a Firebase-enabled to-do application that stores data across multiple clients Build a tab-based National Park explorer app with Google Map integration Develop a weather app with the Darksky weather API and Google’s GeoCode API Debug and test your app to resolve issues that arise during development Walk through steps for deploying your app to native app stores Learn how Ionic can be used to create Progressive Web Apps

iOS 15 Programming Fundamentals with Swift

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098118464
Total Pages : 788 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis iOS 15 Programming Fundamentals with Swift by : Matt Neuburg

Download or read book iOS 15 Programming Fundamentals with Swift written by Matt Neuburg and published by "O'Reilly Media, Inc.". This book was released on 2021-10-01 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt: Move into iOS development by getting a firm grasp of its fundamentals, including the Xcode 13 IDE, Cocoa Touch, and the latest version of Apple's acclaimed programming language, Swift 5.5. With this thoroughly updated guide, you'll learn the Swift language, understand Apple's Xcode development tools, and discover the Cocoa framework. Explore Swift's object-oriented concepts Become familiar with built-in Swift types Dive deep into Swift objects, protocols, and generics Tour the life cycle of an Xcode project Learn how nibs are loaded Understand Cocoa's event-driven design Communicate with C and Objective-C In this edition, catch up on the latest iOS programming features: Structured concurrency: async/await, tasks, and actors Swift native formatters and attributed strings Lazy locals and throwing getters Enhanced collections with the Swift Algorithms and Collections packages Xcode tweaks: column breakpoints, package collections, and Info.plist build settings Improvements in Git integration, localization, unit testing, documentation, and distribution And more!

SwiftUI Apprentice (First Edition)

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Author :
Publisher :
ISBN 13 : 9781950325160
Total Pages : 726 pages
Book Rating : 4.3/5 (251 download)

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Book Synopsis SwiftUI Apprentice (First Edition) by : Audrey Tam Tam

Download or read book SwiftUI Apprentice (First Edition) written by Audrey Tam Tam and published by . This book was released on 2021-05-26 with total page 726 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn iOS Development Using SwiftUIYou've heard about Apple's hot new declarative user interface SDK - SwiftUI - and are ready to try your hand at iOS development. But, you have no idea where to begin.SwiftUI Apprentice to the rescue! This book will guide you through the first steps of your journey as you learn to build beautiful iOS apps.Who This Book is ForThis book for developers who are new to iOS and SwiftUI who are looking for a step-by-step path to learning.Topics Covered in SwiftUI ApprenticeUsing Xcode: Learn how to use Xcode - Apple's integrated development environment - to code, build and debug your iOS apps.Planning and Prototyping: Learn how to plan and prototype apps using SwiftUI. Once you're happy with the prototype, you'll fill out the implementation into a full-featured app with a beautiful, professionally-designed user interface.Managing Assets: Discover how to manage app assets, such as colors and images, so your app looks good on all iOS devices from the smallest iPod Touch to the largest iPad.SwiftUI Data Flow: See how to manage data within a SwiftUI app so the user interface updates automatically as that data changes.Data Persistence: Explore multiple strategies for persisting an app's data. Understand the pros and cons of several approaches so you can decide the best solution for your own apps.Networking: Learn to access REST APIs so your app can use internet resources to enhance your app's user experience.One thing you can count on: After reading this book, you'll be prepared to create your own iOS apps using SwiftUI.

React Native for Mobile Development

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Author :
Publisher : Apress
ISBN 13 : 1484244540
Total Pages : 243 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis React Native for Mobile Development by : Akshat Paul

Download or read book React Native for Mobile Development written by Akshat Paul and published by Apress. This book was released on 2019-06-12 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop native iOS and Android apps with ease using React Native. Learn by doing through an example-driven approach, and have a substantial running app at the end of each chapter. This second edition is fully updated to include ES7 (ECMAScript 7), the latest version of React Native (including Redux), and development on Android. You will start by setting up React Native and exploring the anatomy of React Native apps. You'll then move on to Redux data flow, how it differs from flux, and how you can include it in your React Native project to solve state management differently and efficiently. You will also learn how to boost your development by including popular packages developed by the React Native community that will help you write less; do more. Finally, you'll learn to how write test cases using Jest and submit your application to the App Store. React Native challenges the status quo of native iOS and Android development with revolutionary components, asynchronous execution, unique methods for touch handling, and much more. This book reveals the the path-breaking concepts of React.js and acquaints you with the React way of thinking so you can learn to create stunning user interfaces. What You'll Learn Build stunning iOS and Android applications Understand the Redux design pattern and use it in your project Interact with iOS and android device capabilities such as addressbook, camera, GPS and more with your apps Test and launch your application to the App StoreWho This Book Is For Anyone with JavaScript experience who wants to build native mobile applications but dreads the thought of programming in Objective-C or Java. Developers who have experience with JavaScript but are new or not acquainted to React Native or ReactJS.

Swift Game Development

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1788472802
Total Pages : 435 pages
Book Rating : 4.7/5 (884 download)

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Book Synopsis Swift Game Development by : Siddharth Shekar

Download or read book Swift Game Development written by Siddharth Shekar and published by Packt Publishing Ltd. This book was released on 2018-09-28 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embrace the mobile gaming revolution by creating popular iOS games with Swift 4.2 Key FeaturesLearn to create games for iPhone and iPad with the latest Swift Programming languageUnderstand the fundamental concepts of game development like game physics, camera action, sprites, controls, among othersBuild Augmented reality games using ARKit for true performanceBook Description Swift is the perfect choice for game development. Developers are intrigued by Swift and want to make use of new features to develop their best games yet. Packed with best practices and easy-to-use examples, this book leads you step by step through the development of your first Swift game. The book starts by introducing Swift's best features – including its new ones for game development. Using SpriteKit, you will learn how to animate sprites and textures. Along the way, you will master physics, animations, and collision effects and how to build the UI aspects of a game. You will then work on creating a 3D game using the SceneKit framework. Further, we will look at how to add monetization and integrate Game Center. With iOS 12, we see the introduction of ARKit 2.0. This new version allows us to integrate shared experiences such as multiplayer augmented reality and persistent AR that is tied to a specific location so that the same information can be replicated on all connected devices. In the next section, we will dive into creating Augmented Reality games using SpriteKit and SceneKit. Then, finally, we will see how to create a Multipeer AR project to connect two devices, and send and receive data back and forth between those devices in real time. By the end of this book, you will be able to create your own iOS games using Swift and publish them on the iOS App Store. What you will learnDeliver powerful graphics, physics, and sound in your game by using SpriteKit and SceneKitSet up a scene using the new capabilities of the scene editor and custom classesMaximize gameplay with little-known tips and strategies for fun, repeatable actionMake use of animations, graphics, and particles to polish your gameUnderstand the current mobile monetization landscapeIntegrate your game with Game CenterDevelop 2D and 3D Augmented Reality games using Apple's new ARKit frameworkPublish your game to the App StoreWho this book is for If you wish to create and publish iOS games using Swift, then this book is for you. No prior game development or experience with Apple ecosystem is needed.

iPhone Programming

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Publisher : Addison-Wesley Professional
ISBN 13 : 0321706463
Total Pages : 551 pages
Book Rating : 4.3/5 (217 download)

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Book Synopsis iPhone Programming by : Aaron Hillegass

Download or read book iPhone Programming written by Aaron Hillegass and published by Addison-Wesley Professional. This book was released on 2010-04-13 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on Big Nerd Ranch’s popular iPhone Bootcamp class, iPhone Programming: The Big Nerd Ranch Guide leads you through the essential tools and techniques for developing applications for the iPhone, iPad, and iPod Touch. In each chapter, you will learn programming concepts and apply them immediately as you build an application or enhance one from a previous chapter. These applications have been carefully designed and tested to teach the associated concepts and to provide practice working with the standard development tools Xcode, Interface Builder, and Instruments. The guide’s learn-while-doing approach delivers the practical knowledge and experience you need to design and build real-world applications. Here are some of the topics covered: Dynamic interfaces with animation Using the camera and photo library User location and mapping services Accessing accelerometer data Handling multi-touch gestures Navigation and tabbed applications Tables and creating custom rows Multiple ways of storing and loading data: archiving, Core Data, SQLite Communicating with web services ALocalization/Internationalization "After many 'false starts' with other iPhone development books, these clear and concise tutorials made the concepts gel for me. This book is a definite must have for any budding iPhone developer." –Peter Watling, New Zealand, Developer of BubbleWrap

Learning IOS Development

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Author :
Publisher : Addison-Wesley Professional
ISBN 13 : 0321862961
Total Pages : 591 pages
Book Rating : 4.3/5 (218 download)

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Book Synopsis Learning IOS Development by : Maurice Sharp

Download or read book Learning IOS Development written by Maurice Sharp and published by Addison-Wesley Professional. This book was released on 2014 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers the perfect hands-on introduction to iOS development, covering everything your students need to know about Objective-C, XCode, and modern iOS user interface development. With sample projects and end-of-chapter exercises, this book is ideal for classroom instruction. The authors get started fast with Objective-C, covering basic syntax, memory management, Foundation Classes, development paradigms, blocks, threads, and more. Next, they show how to use XCode and related tools to build projects, instrument and efficiently debug code, and deploy apps. In the next part, hey turn to interfaces, covering design, content construction, View Controllers, Views, Animations, Touch, Table Views, and even a taste of Core Data.

The Book of R

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Author :
Publisher : No Starch Press
ISBN 13 : 1593277792
Total Pages : 833 pages
Book Rating : 4.5/5 (932 download)

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Book Synopsis The Book of R by : Tilman M. Davies

Download or read book The Book of R written by Tilman M. Davies and published by No Starch Press. This book was released on 2016-07-16 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.

Kubernetes Best Practices

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492056421
Total Pages : 281 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Kubernetes Best Practices by : Brendan Burns

Download or read book Kubernetes Best Practices written by Brendan Burns and published by "O'Reilly Media, Inc.". This book was released on 2019-11-14 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this practical guide, four Kubernetes professionals with deep experience in distributed systems, enterprise application development, and open source will guide you through the process of building applications with this container orchestration system. Based on the experiences of companies that are running Kubernetes in production successfully, many of the methods are also backed by concrete code examples. This book is ideal for those already familiar with basic Kubernetes concepts who want to learn common best practices. You’ll learn exactly what you need to know to build your best app with Kubernetes the first time. Set up and develop applications in Kubernetes Learn patterns for monitoring, securing your systems, and managing upgrades, rollouts, and rollbacks Understand Kubernetes networking policies and where service mesh fits in Integrate services and legacy applications and develop higher-level platforms on top of Kubernetes Run machine learning workloads in Kubernetes

Practical Statistics for Data Scientists

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491952911
Total Pages : 395 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Practical Statistics for Data Scientists by : Peter Bruce

Download or read book Practical Statistics for Data Scientists written by Peter Bruce and published by "O'Reilly Media, Inc.". This book was released on 2017-05-10 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you’ll learn: Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that “learn” from data Unsupervised learning methods for extracting meaning from unlabeled data