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Régression par arbre de décision: Intelligence Artificielle Apprentissage Rapide 10
Deutsch | 4. Juli 2024 | ASIN: B0D4RLNBY5 | 206 Seiten | Epub | 21.48 MB
Merci d'avoir choisi ce livre ! Ce livre est un manuel de type tutoriel qui vous permet d'apprendre la "régression par arbre de décision" par une expérience pratique. Il fournit des explications approfondies et faciles à comprendre, de sorte que même les débutants puissent s'y retrouver ! La régression par arbre de décision est un algorithme puissant qui démontre d'excellentes performances dans de nombreuses tâches d'apprentissage automatique. Il est difficile de sur-apprendre tout en obtenant une grande précision, et même si du bruit ou des valeurs aberrantes sont inclus, ils ont peu d'impact sur la performance globale de la prédiction, ce qui permet de construire des modèles robustes. En outre, la régression par arbre de décision permet d'évaluer la contribution de chaque caractéristique et de comprendre quelles sont les caractéristiques importantes. Elle est également étroitement liée aux techniques d'intelligence artificielle et aux méthodes couramment utilisées dans les concours d'analyse de données tels que Kaggle (par exemple, LightGBM) Il s'agit d'une compétence essentielle pour comprendre l'analyse des données. Elle est également recommandée à ceux d'entre vous qui souhaitent obtenir un meilleur classement dans les concours d'analyse de données. La régression par arbre de décision est donc une technique utile qui mérite d'être maîtrisée. Dans ce livre, le code est soigneusement expliqué afin que même ceux qui ne sont pas doués pour la programmation puissent le comprendre facilement. Les données et les programmes utilisés dans ce livre peuvent être téléchargés. Vous pouvez accélérer votre apprentissage en les réécrivant vous-même (pour télécharger, veuillez cliquer sur le lien sous votre profil). En lisant ce livre, vous serez en mesure d'utiliser rapidement la régression par arbre de décision pour votre travail et les données qui vous intéressent, et de construire des modèles très précis. Alors avançons ensemble dans le monde de la régression par arbre de décision ! ------------------------- Auteur : mint Sur notre blog (

https://it-mint.com

), nous écrivons également des articles sur les dernières informations et les livres recommandés sur l'analyse de données, l'intelligence artificielle, le traitement d'images et la reconnaissance d'images. De l'analyse statistique et de la science des données à l'anglais, aux mathématiques, à la programmation et plus encore, nous vous fournissons des informations faciles à comprendre qui vous aideront à améliorer votre travail et vos compétences. Cliquez ici pour visiter notre page d'aide aux lecteurs.

https://it-mint.com/it-mint-pub-fr

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RxJS Cookbook for Reactive Programming: Discover 40+ real-world solutions for building async, event-driven web apps
English | March 28, 2025 | ASIN: B0DY7DJ8NN | 437 pages | EPUB (True) | 13.00 MB
Build scalable, efficient applications with seamless async data handling and blazing-fast user experience by unleashing reactive programming with Angular Key Features Master RxJS observables, operators, and subjects to improve your reactive programming skills Explore advanced concepts like error handling, state management, PWA, real-time, and event-driven systems Enhance reactive skills with modern web programming techniques, best practices, and real-world examples Purchase of the print or Kindle book includes a free PDF eBook Book Description Building modern web applications that are responsive and resilient is essential in this rapidly evolving digital world. Imagine effortlessly managing complex data streams and creating seamless user experiences-this book helps you do just that by adopting RxJS to boost your development skills and transform your approach to reactive programming. Written by a seasoned software engineer and consultant with a decade of industry experience, this book equips you to harness the power of RxJS techniques, patterns, and operators tailored for real-world scenarios. Each chapter is filled with practical recipes designed to tackle a variety of challenges, from managing side effects and ensuring error resiliency in client applications to developing real-time chat applications and event-driven microservices. You'll learn how to integrate RxJS with popular frameworks, such as Angular and NestJS, gaining insights into modern web development practices that enhance performance and interactivity. By the end of this book, you'll have mastered reactive programming principles, the RxJS library, and working with Observables, while crafting code that reacts to changes in data and events in a declarative and asynchronous way. What you will learn Manage error handling, side effects, and event orchestration in your Angular and NestJS applications Use RxJS to build stunning, interactive user interfaces with Angular Apply Angular testing strategies to ensure the reliability of your RxJS-powered applications Optimize the performance of RxJS streams Enhance progressive web app experiences with RxJS and Angular Apply RxJS principles to build state management in Angular Craft reactive and event-driven microservices in NestJS Who this book is for This book is ideal for intermediate-to-advanced jаvascript developers who want to adopt reactive programming principles using RxJS. Whether you're working with Angular or NestJS, you'll find recipes and real-world examples that help you leverage RxJS for managing asynchronous operations and reactive data flows across both your frontend and backend. Table of Contents Handling Errors and Side Effects in RxJS Building User Interfaces with RxJS Understanding Reactive Animation Systems with RxJS Testing RxJS Applications Performance Optimizations with RxJS Building Reactive State Management Systems with RxJS Building Progressive Web Apps with RxJS Building Offline-First Applications with RxJS Going Real-Time with RxJS Building Reactive NestJS Microservices with RxJS

Rust-Programmierung durch das Erstellen von Anwendungen : Grundlagen durch Projekte lernen
Deutsch | 15 Nov. 2025 | ASIN: B0G2H49L9J | 291 Seiten | EPUB (True) | 375.35 KB
Verstrickt in Speicherlecks und Segmentierungsfehlern durch C-ähnliche Programme oder ausgebremst von langsamen Skripten, die Ihre Ideen nicht in marktfähige Anwendungen umsetzen lassen? Sie sind ein Entwickler, der sichere und blitzschnelle Tools - CLIs, Server, Parser - entwickeln möchte, aber Rusts Borrow-Checker macht Ihnen einen Strich durch die Rechnung und verwandelt Tutorials in Frust und Prototypen in knifflige Rätsel. Was wäre, wenn Sie die mühsame Syntax umgehen und über 10 produktionsreife Anwendungen erstellen könnten, während Sie Besitzverhältnisse und Lebensdauern automatisch beherrschen? Starten Sie jetzt mit „Rust Programming by Building Applications: Learn Fundamentals Through Projects" durch - Ihrem praxisorientierten Lehrgang für Rust-Expertise. Dies ist keine isolierte Theorie; es ist ein 196-seitiger Entwicklungsmarathon, der Sie anhand von Projekten wie Concurrent Crawlern und CLI-Assistenten direkt in die Welt der Rust-Programmierung einführt. Von Crates und Traits bis hin zu async/await: In diesem Kurs programmieren Sie Rust-Anwendungen, die sauber kompilieren, dauerhaft laufen und docker-fähig sind. Lernen Sie die Grundlagen anhand von Projekten, die Cargo-Workflows mit praxisnaher Fehlerbehandlung verbinden. Bezwingen Sie den Borrow-Checker durch iterative Builds und erwerben Sie die nötigen Rust-Programmierkenntnisse, um in Vorstellungsgesprächen zu glänzen und sich ein Nebeneinkommen zu sichern. Diese Rust-Erfolge erwarten Sie: Datenhoheit: Kontrollieren Sie Borrows in Datenpipelines - Sicherheit von Anfang an. Projektpipeline: Entwickeln Sie Schritt für Schritt 10 Anwendungen - von der ersten Idee bis zum fertigen Produkt. Parallelität meistern: Erzeugen Sie Threads mit Rayon - Anwendungen für parallele Verarbeitung. Trait-Erfolge: Entwerfen Sie wiederverwendbare Bibliotheken - Modularisierung leicht gemacht. Dynamo bereitstellen: Paketieren und testen - Anwendungen in AWS-Qualität innerhalb eines Wochenendes. Rust-Programmierbuch Rust-Programmierung lernen Rust für Anfänger Rust-Anwendungen entwickeln Rust-Grundlagen Praktische Rust-Projekte Rust-Programmier-Tutorial Empfohlene Amazon-Kategorien Computer & Technologie > Programmiersprachen > Rust Computer & Technologie > Softwareentwicklung > Software-Design, -Test & -Engineering Computer & Technologie > Bildung & Nachschlagewerke > Informatik > Programmiersprachen

Rust Web Programming: A hands-on guide to Rust for modern web development, with microservices and nanoservices
English | 30 Jan. 2026 | ASIN: B0D9M9FGQ4 | 1127 pages | EPUB (True) | 10.11 MB
A comprehensive guide to developing, packaging, and deploying Rust web applications - with new coverage on async Rust, WebAssembly, nanoservices, and more. Purchase of the print or Kindle book includes a free eBook in PDF format. Key Features Get a comprehensive introduction to Rust for full-stack web development Explore the exciting evolution of Rust in recent years with WebAssembly, Axum, native TLS, and SurrealDB Build code in a scalable way with microservice and nanoservice design patterns Book Description Rust is no longer just for systems programming. This book will show you why this safe and performant language is a crucial up-and-coming option for developing web applications, and get you on your way to building fully functional Rust web apps. You don't need any experience with Rust to get started, and this new edition also comes with a shallower learning curve. You'll get hands-on with emerging Rust web frameworks including Actix, Axum, Rocket, and Hyper. You'll look at injecting Rust into the frontend with WebAssembly and HTTPS configuration with NGINX. Later, you'll move on to more advanced async topics, exploring TCP and framing, and implementing async systems. As you work through the book, you'll build a to-do application with authentication using a microservice architecture that compiles into one Rust binary, including the embedding of a frontend jаvascript application in the same binary. The application will have end-to-end atomic testing and a deployment pipeline. By the end of this book, you'll fully understand the significance of Rust for web development. You'll also have the confidence to build robust, functional, and scalable Rust web applications from scratch. What you will learn Build scalable Rust web applications as monoliths or microservices Develop a deeper understanding of async Rust Get to grips with Rust language features such as traits and the borrow checker Manage authentication and databases in Rust web apps Build app infrastructure on AWS using Terraform Learn how to package and deploy Rust servers Build unit tests and end-to-end tests for your Rust web apps with Python Who this book is for This book is for web developers who are looking to learn or adopt Rust to build safe and performant web applications. This includes developers familiar with languages such as Python, Ruby, and jаvascript. You don't need any prior experience in Rust to start this book. However, you'll need a solid understanding of web development principles, along with basic knowledge of HTML, CSS, and jаvascript to get the most out of it. Table of Contents A Quick Introduction to Rust Useful Rust Patterns for Web Programming Designing Your Web Application in Rust Async Rust Handling HTTP Requests Processing HTTP Requests Displaying Content in the Browser Injecting Rust in the Frontend with WebAssembly Data Persistence with PostgreSQL Managing User Sessions Communicating Between Servers Caching Auth Sessions Observability Through Logging Unit Testing End-to-End Testing Deploying Our Application on AWS Configuring HTTPS with NGINX on AWS Practicalities of Using Microservices and Nanoservices Low-Level Networking Distributed Computing

Rust Programming for Beginners: The Complete Guide to Mastering Rust in 30 Days with Hands-On Projects, Quizzes, and Practice Exercises
English | December 27, 2025 | ASIN: B0GCTF7VGV | 316 pages | Epub | 8.23 MB
Rust Programming for Beginners: The Complete Step-by-Step Guide to Mastering Rust in 30 Days - Everything You Need to Know from Zero, with Hands-On Projects, Quizzes, and Practice Exercises If you've tried to learn Rust and bounced off ownership, lifetimes, or async, you're not alone. Most tutorials skip steps, assume you already speak the language, or drown you in theory. The result is the same: you copy-paste code you don't quite understand, the compiler feels like a brick wall, and your project fizzles out. This book fixes that with a calm, step-by-step path designed for true beginners and busy developers who want real progress in manageable sessions. Over 30 focused days , you'll write code daily, check your understanding with quizzes and practice exercises , and build working projects you'll actually use: a command-line tool, a simple web server, a REST API, and a file organizer. Each lesson is short and cumulative, so you never lose the thread-and every tricky idea lands in plain English before you put it to work. Instead of pushing through jargon, you'll learn by building. Ownership and borrowing stop being mysterious rules and start feeling like the safety rails they are. Error handling becomes a habit that keeps your code honest. Concurrency and async turn into approachable patterns you can apply without fear. Along the way, you'll read compiler messages confidently, navigate Cargo like a pro, and write tests that protect your work. By the final page, you won't just "know about" Rust-you'll be able to ship with it. You'll have a portfolio of small, reliable programs, plus the instincts to keep improving long after day 30. If you're starting from zero and want everything you need in one place-clear explanations, step-by-step guidance, and practical momentum-this is your roadmap. Open your editor. Follow the plan. Use the quizzes and exercises to lock in every concept. Then ship something real. Start your Rust journey today.

Russian Culture in Uzbekistan (One Language in the middle of Nowhere) By David Macfadyen
2006 | 208 Pages | ISBN: 0415341345 | PDF | 1 MB
Recent political changes in Central Asia, where the United States is replacing Russia as the dominant power, are having a profound effect on Russian speakers in the region. These people, formerly perceived as progressive and engaging with Europe, are now confronted by the erasure of their literary, musical, cinematic and journalistic culture, as local ethnic and American cultures become much stronger. This bookexamines the predicament of Russian culture in Central Asia, looking at literature, language, cinema, music, and religion.It argues that the Soviet past was much more complex than the simplified, polarised rhetoric of the Cold War period and also that the present situation, in which politicians from the former Soviet regime often continue in power, is equally complex.

Régression par arbre de décision Intelligence Artificielle Apprentissage Rapide 10

RxJS Cookbook for Reactive Programming Discover 40+ real-world solutions for building async, event-driven web apps

Rust-Programmierung durch das Erstellen von Anwendungen Grundlagen durch Projekte lernen

Rust programming for Machine Learning

Rust for GPU & CUDA Acceleration

Rust for Financial Risk Engines Real-Time VaR, Stress Testing, Liquidity Modeling, and Portfolio Risk Systems

Rust Web Programming A hands-on guide to Rust for modern web development, with microservices and nanoservices

Rust Programming for Beginners The Complete Guide to Mastering Rust in 30 Days with Hands-On Projects, Quizzes, and Practice

Rust Belt Burlesque The Softer Side of a Heavy Metal Town

Russian Culture in Uzbekistan (One Language in the middle of Nowhere)