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The surging predictive analytics market is expected to grow from $10.5 billion today to $28 billion by 2026. With the rise in automation across industries, the increase in data-driven decision-making, and the proliferation of IoT devices, predictive analytics has become an operational necessity in today's forward-thinking companies. > Explore ways that predictive analytics can provide direct input back to your business Understand mathematical tools commonly used in predictive analytics Learn the development frameworks used in predictive analytics applications Appreciate the role of predictive analytics in the machine learning process Examine industry implementations of predictive analytics Build, train, and retrain predictive models using Python and TensorFlow

"TypeScript is one of the most important tools for JavaScript developers. Still, even experienced developers wonder why the TypeScript compiler is throwing squiggly red lines at them. Enter TypeScript Cookbook. With this practical guide, author Stefan Baumgartner provides senior engineers with solutions for everyday TypeScript problems. If you're conversant with TypeScript as well as JavaScript basics, this book provides actionable recipes to help you tackle a wide array of issues. From setting up complex project structures to developing advanced helper types, each self-contained recipe guides you through the problem and discusses why and how a solution works." --

FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. As its name implies, FastAPI is indeed fast, rivaling similar frameworks in languages such as Golang. With this practical book, developers familiar with Python will learn how FastAPI lets you accomplish more in less time with less code. Author Bill Lubanovic covers the nuts and bolts of FastAPI development with how-to guides on various topics such as forms, database access, graphics, maps, and more that will take you beyond the basics. The book also gets you up to speed on RESTful APIs, data validation, authorization, and performance. With its similarities to frameworks like Flask and Django, you'll find it easy to get started with FastAPI.

Go is an increasingly popular language for programming everything from web applications to distributed network services. This practical guide provides recipes to help you unravel common problems and perform useful tasks when working with Go. Each recipe includes self-contained code solutions that you can freely use, along with a discussion of how and why they work. Programmers new to Go can quickly ramp up their knowledge while accomplishing useful tasks, and experienced Go developers can save time by cutting and pasting proven code directly into their applications. Recipes include: Creating a module; Calling code from another module; Returning and handling an error; Converting strings to numbers (or converting numbers to strings); Modifying multiple characters in a string; Creating substrings from a string; Capturing string input; And so much more.--Back cover.

This book is totally informal and unconventional in its approach. Theory text is kept bare minimal. Targeted readers of this book are novice Python programmers. Author mentions about some Authoritative books by other competent Authors for beginners. The Author takes problem and solution approach . This book contains close to 20 practical problems and their solutions for beginners. The Author strongly asserts his copyright over content in this book that he prepared for teaching. This book is lab oriented and tests you on your learned concepts. After solving all the problems you should have gained some knowledge in Python. The intention of these book is to help novice learner. Good luck!.

From the back cover Learn Concurrent Programming with Go teaches you how to boost the performance of your systems through the power of concurrent programming. It demystifies concurrency, explaining complex topics using simple language, easy-to-follow visuals, and relevant examples you'll face every day as a developer. You'll get an under-the-hood understanding of concurrency by building common concurrency tools like readers/writer locks, semaphores, and thread pools. By the time you're done reading, you'll be effortlessly coding concurrent applications in Go. You'll also have a great foundation to apply your new concurrency skills in almost any other language. About the reader For programmers who already know the basics of Go or another C-style language. No experience in concurrent programming required.

From the back cover This exciting second edition of Web Design Playground is fully updated with new technologies and thoughtful approaches for building modern websites. Discover timeless HTML and CSS techniques, and dive into their cool new tags and features, including Flexbox and CSS Grid. Four serious projects put your skills to the test and give you useful, real-world pages for your portfolio. Don't worry about setting up your own servers and domain names--the book comes with a free online "playground" to experiment with and get creative. You can concentrate on core skills like page layout and adding images and video, as well as learning typography, responsive design, and the other modern web design techniques. Before you know it, you'll be ready to create gorgeous pages that reflect your creativity and style. About the reader If you can use a browser, you're ready to create web pages!

A Practical Guide to Better, Cleaner Code with Functional Programming. In Functional Design, renowned software engineer Robert C. Martin ("Uncle Bob") explains how and why to use functional programming to build better systems for real customers. Martin compares conventional object-oriented coding structures in Java to those enabled by functional languages, identifies the best roles for each, and shows how to build better systems by judiciously using them in context. Martin's approach is pragmatic, minimizing theory in favor of "in the-trenches" problem-solving. Through accessible examples, working developers will discover how the easy-to-learn, semantically rich Clojure language can help them improve code cleanliness, design, discipline, and outcomes. Martin examines well-known SOLID principles and Gang of Four Design Patterns from a functional perspective, revealing why patterns remain extremely valuable to functional programmers, and how to use them to achieve superior results.

Viele der wichtigsten Technologiekonzerne der Welt bieten Lösungen für mobile Applikationen an, die inzwischen auch zum Entwickeln für andere Zielplattformen als iOS und Android nutzbar sind. Sowohl der Begriff App als auch damit verbundene Technologien wachsen über die Welt der mobilen Endgeräte hinaus. Vor diesem Hintergrund präsentiert dieses Buch das nötige Wissen über den gesamten Entwicklungsprozess einer App von der Konzeption bis zur Umsetzung und Inbetriebnahme. In der Konzeption werden empfohlene Methoden des International Requirements Engineering Boards und aus dem Standard Essence genutzt. Für die Umsetzung wiederum werden die Technologien .NET MAUI und ergänzend Comet betrachtet, worüber auch eine optionale einfache Einarbeitung in SwiftUI, Jetpack Compose und Flutter möglich ist.Frühere Versionen dieses Buches sind unter den Titeln ¿Konzeption und Umsetzung mobiler Applikationen¿ und ¿App Engineering¿ für den BoD-Verlag erschienen.

Launched at the peak of the legendary 1980s microcomputer rivalry, the Jupiter ACE was the most intriguing machine of them all, marketed by Jupiter Cantab. This company was founded by Richard Altwasser and Stephen Vickers - the key hardware and software designers for the legendary Sinclair ZX Spectrum.This collector's edition of the manual is an almost exact reproduction of the original that accompanied the Jupiter ACE and is brought to you by the current owners of the ACE brand as a celebration of the 40th anniversary of the launch of the special computer that so many people hold dear.The original designers wanted the Jupiter ACE to be a programmers' machine, and although sales were not necessarily stellar, they achieved exactly what they set out to. Now, almost forty years on, you can once again learn not only how to code the Jupiter ACE but also the foundations of the still-useful programming language FORTH.

Adding WiFi to the Raspberry Pi Pico turns this low-cost, small form factor device into a true IoT device. The extra capabilities added to the Pico W open up loads of opportunities, but only if you are prepared to do battle with the two libraries that provide networking and security - lwIP and mbedtls respectively. The problem with these large libraries of code is that they are poorly documented and don't refer directly to the Pico W and its SDK. This book sets out to remedy this by providing a guide to these libraries along with examples of what you can do with them. Having introduced the Pico WiFi Stack and basic network connections, we look at how to use TCP to create the all-important Protocol Control Block and then tackle implementing an HTTP client. As well as covering the basic mechanics of using lwIP, we also concentrate on how to organize the use of an asynchronous library based on callbacks. The problem of IoT security is unique because IoT devices can be physically accessed by an attacker and hence any secrets embedded in their code have to be considered almost as public knowledge. Even so it is worth implementing encryption and this is achieved using mbedtls to create an HTTPS client. If you can ensure the physical security of the IoT device, then running it as a server is possible and this is covered in both HTTP and HTTPS modes, complete with certificates. We cover the basics of cryptography, including the problem of generating random numbers, what an encryption suite is and the various modes of AES encryption.>Harry Fairhead is also the author of Programming The Raspberry Pi Pico/W In C; Raspberry Pi IoT in C, Raspberry Pi IoT In C Using Linux Drivers, Applying C For The IoT With Linux, Fundamental C: Getting Closer To The Machine and Micro: bit IoT in C. Mike James is the author of Programming the Raspberry Pi Pico/W in MicroPython; Raspberry Pi IoT In Python Using GPIO Zero; and the Programmer's Python: Something Completely Different series of books and several other programming and computer science titles in the I Programmer Library.

Develop your Java coding skills by exploring object-oriented methodologies, functional programming, software design patterns, and morePurchase of the print or Kindle book includes a free PDF eBookKey Features:Get started with programming in Java with this step-by-step guide for experienced programmersRe-enforce your knowledge of object-oriented methodologies applied in JavaDevelop the range of skills necessary for you to become a successful Java developerBook Description:This comprehensive guide will help non-Java developers already using different languages transition from their current language to all things Java. The chapters are designed in a way that re-enforces a developer's existing knowledge of object-oriented methodologies as they apply to Java.This book has been divided into four sections, with each section touching upon different aspects that'll enable your effective transition. The first section helps you get to grips with the Java development environment and the Maven build tool for modern Java applications. In the second section, you'll learn about Java language fundamentals, along with exploring object-oriented programming (OOP) methodologies and functional programming and discovering how to implement software design patterns in Java. The third section shows you how to code in Java on different platforms and helps you get familiar with the challenges faced on these platforms. In the fourth section, you'll find out how you can manage and package your Java code.By the end of this Java programming book, you'll have learned the core concepts of Java that'll help you successfully transition from a different language to Java.What You Will Learn:Gain a solid understanding of the syntax in JavaExplore the object-oriented programming basics of the Java languageDiscover how to implement functions in JavaUnderstand which Java frameworks would be best for solving various problemsExplore creational, structural, and behavioral patterns in JavaGet to grips with server-side coding in JavaWho this book is for:This book is for anyone who is currently working with other programming languages and wishes to add Java to their skillset. Prior working experience as a developer using languages other than Java is expected, although no prior knowledge of Java is required.

Application of Cplusplus for solving practical problems

Your warehouse is unique, so your system must be too! Explore your options for extending and customizing both embedded and decentralized EWM in SAP S/4HANA. Use function modules, BAdIs, and custom code to alter the UI, automate processes, change standard procedures, and more. With detailed examples and sample code, you can ensure that your warehouse management solution suits your business precisely!Highlights include:1) Delivery processing2) Inventory management3) Quality management4) Warehouse monitor5) Easy graphics framework6) Radio frequency framework7) Post processing framework8) Key-use extensibility9) Work center10) Function modules11) BAdIs12) Migration

C++ is a general-purpose programming language that is widely used in software development. It is an extension of the C programming language and supports object-oriented programming (OOP) features. Some of the topics that might be covered in a C++ programming lab manual include:Basic syntax and data types in C++.Control statements like if-else, for loop, while loop, and switch case.Functions and function overloading.Arrays and pointers in C++.Object-oriented programming concepts like classes, objects, inheritance, and polymorphism.File handling in C++.Exception handling in C++.

Learn how to use Google Cloud Platform (GCP) and its services to design, build, and deploy applications. This book includes best practices, practical examples, and code snippets written in Java, making it a key resource for developers seeking hands-on experience with GCP. You'll begin with an introduction to GCP services and a review of what Java offers while developing applications for GCP. Next, you'll be walked through how to set up Google App Engine, Google Storage Cloud, and Google Cloud SQL with use cases, as well as application development and deployment. As the book progresses, you'll be exposed to advanced GCP services, deploying and scaling applications on GCP services, and troubleshooting and optimization of Java applications on GCP. The book uses real-world examples to help you understand how GCP services can solve everyday problems.After completing this book, you will understand Google Cloud Platform and its services, and will have the knowledge needed to design, build, and deploy your own applications on GCP using Java.What You'll LearnCreate a GCP project, configure authentication and authorization, and deploy a sample application.Use GCP services to solve common problems and apply them to real-world scenariosImplement GCP services such as Datastore, SQL, and SpannerLeverage GCP tools such as the SDK and Cloud ShellWho This Book Is ForSoftware developers, Cloud architects, and managers looking to design and build applications for Google Cloud Platform. This book is for those with software development experience who are familiar with Java programming. It is also suitable for those new to GCP who have a basic understanding of cloud computing concepts.

After a short introduction on the history of programming languages, this book provides step-by-step examples that are mirrored in seven programming languages, including C#, C++, Java, JavaScript, PERL, PHP, Python, Ruby, VB, and VBA. This mirrored approach for each of the examples represents the main feature of the book with the goal of gaining a better understanding of the advantages and disadvantages of programming and scripting languages. This approach also allows readers to learn the mechanics of short implementations and the algorithms involved, no matter what technology and programs are used in the future. Based on the growing need for programmers to be proficient across languages, the book is designed in such a way that no prior training or exposure to the programming languages is needed by readers.

Explore Go testing techniques and leverage TDD to deliver and maintain microservices architecture, including contract, end-to-end, and unit testingPurchase of the print or Kindle book includes a free PDF eBookKey Features:Write Go test suites using popular mocking and testing frameworksLeverage TDD to implement testing at all levels of web applications and microservices architectureMaster the art of writing tests that cover edge cases and concurrent codeBook Description:Experienced developers understand the importance of designing a comprehensive testing strategy to ensure efficient shipping and maintaining services in production. This book shows you how to utilize test-driven development (TDD), a widely adopted industry practice, for testing your Go apps at different levels. You'll also explore challenges faced in testing concurrent code, and learn how to leverage generics and write fuzz tests.The book begins by teaching you how to use TDD to tackle various problems, from simple mathematical functions to web apps. You'll then learn how to structure and run your unit tests using Go's standard testing library, and explore two popular testing frameworks, Testify and Ginkgo. You'll also implement test suites using table-driven testing, a popular Go technique. As you advance, you'll write and run behavior-driven development (BDD) tests using Ginkgo and Godog. Finally, you'll explore the tricky aspects of implementing and testing TDD in production, such as refactoring your code and testing microservices architecture with contract testing implemented with Pact. All these techniques will be demonstrated using an example REST API, as well as smaller bespoke code examples.By the end of this book, you'll have learned how to design and implement a comprehensive testing strategy for your Go applications and microservices architecture.What You Will Learn:Create practical Go unit tests using mocks and assertions with TestifyBuild table-driven test suites for HTTP web applicationsWrite BDD-style tests using the Ginkgo testing frameworkUse the Godog testing framework to reliably test web applicationsVerify microservices architecture using Pact contract testingDevelop tests that cover edge cases using property testing and fuzzingWho this book is for:If you are an intermediate-level developer or software testing professional who knows Go fundamentals and is looking to deliver projects with Go, then this book is for you. Knowledge of Go syntax, structs, functions, and interfaces will help you get the most out of this book.

"Covers the creation of full-stack web development applications. Topics include building a Node.js server, developing a frontend interface, expanding applications by writing REST and GraphQL APIs, implementing middleware, connecting applications to a MongoDB database, adding OAuth authorization, writing automated tests, and deploying projects as microservices using Docker"--

"An introduction to solving problems with algorithms and data structures, using competitive programming examples. Topics covered include recursion, dynamic programming, graphs, greedy algorithms, heaps, hash tables, segment trees, and other data structures for efficiently handling data"-Provided by publisher"--

"Modern C# is a comprehensive guide to the best practices for effectively using C# to create value types and write better programs. The book explores the core features of the memory and object models of C#, using practical examples and real-world context"--

Ruby is one of the most important programming languages in use for web development. It powers the Rails framework, which is the backing of some of the most important sites on the web. The Pickaxe Book, named for the tool on the cover, is the definitive reference on Ruby, a highly-regarded, fully object-oriented programming language. This updated edition is a comprehensive reference on the language itself, with a tutorial on the most important features of Ruby - including pattern matching and Ractors - and describes the language through Ruby 3.3. Would you like to go from first idea to working code much, much faster? Do you currently spend more time satisfying the compiler instead of your clients or end users? Are you frustrated with demanding languages that seem to get in your way instead of helping you get the work done? Are you using Rails and want to dig deeper into the underlying Ruby language? If so, then we've got a language and book for you! Ruby is a fully object-oriented language. The combination of the power of a pure object-oriented language with the convenience of a scripting language makes Ruby a favorite tool of programmers that want to get things done quickly and cleanly. This comprehensive reference manual for Ruby includes a description of the most important standard library modules, built-in classes, and modules. It also includes all the new and changed syntax and semantics introduced through Ruby 3.3, including pattern matching and Ractors, and describes the language through Ruby 3.3. What You Need: This book assumes you have a basic understanding of object-oriented programming. In general, Ruby programmers tend to favor the the command line for running their code, and they tend to use text editors rather than IDEs. Ruby runs on Windows, Linux, and MacOS.

If youre new to Javaor new to programmingthis best-selling book will guide you through the language features and APIs of Java 11. With fun, compelling, and realistic examples, authors Marc Loy, Patrick Niemeyer, and Daniel Leuck introduce you to Java fundamentalsincluding its class libraries, programming techniques, and idiomswith an eye toward building real applications.Youll learn powerful new ways to manage resources and exceptions in your applicationsalong with core language features included in recent Java versions.Develop with Java, using the compiler, interpreter, and other toolsExplore Javas built-in thread facilities and concurrency packageLearn text processing and the powerful regular expressions APIWrite advanced networked or web-based applications and services

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If youre comfortable with Python and its libraries, including pandas and scikit-learn, youll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics.Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications.Youll find recipes for:Vectors, matrices, and arraysHandling numerical and categorical data, text, images, and dates and timesDimensionality reduction using feature extraction or feature selectionModel evaluation and selectionLinear and logical regression, trees and forests, and k-nearest neighborsSupport vector machines (SVM), nave Bayes, clustering, and neural networksSaving and loading trained models

This book constitutes the refereed proceedings of the 19th International Conference on Economics of Grids, Clouds, Systems, and Services, GECON 2022, held in Izola, Slovenia, in September 2022. The 4 full papers presented in this book were carefully reviewed and selected from 22 submissions. In addition, this book includes 6 work-in-progress papers, 4 new ideas paper, and two invited papers. This series of conferences serves as a meeting place to bring together distributed systems expertise (e.g., in resource allocation, quality of service management, and energy consumption) with economics expertise (focusing on both micro- and macro-economic modelling and analysis) for creating effective solutions in this space.

This book constitutes the refereed proceedings of the 26th European Conference on Genetic Programming, EuroGP 2023, held as part of EvoStar 2023, in Brno, Czech Republic, during April 12¿14, 2023, and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications. The 14 revised full papers and 8 short papers presented in this book were carefully reviewed and selected from 38 submissions. The wide range of topics in this volume reflects the current state of research in the field. The collection of papers cover topics including developing new variants of GP algorithms for both optimization and machine learning problems as well as exploring GP to address complex real-world problems.