A powerful new book on Conformal Prediction by bestselling author and machine learning expert Valery Manokhin, bridging theory and real-world machine learning. Discover how to quantify uncertainty with statistical guarantees—across deep learning, time series, forecasting, and more. Preorder now before the price goes up.
Widgets and sample applications.
Testing is one of the super-powers programmers can have. Do you already have that super-power? If not this very short book can get you a taste.
What's the difference between knowing about cybersecurity and actually doing cybersecurity? Practice with real tools on real problems. This field guide takes you from theory to practice with hands-on AWS, Linux, Python, Splunk, and SQL skills. Learn through actual incident response scenarios, not sanitized demos. Build working security solutions you can deploy tomorrow.
Elegant Design Principles distils decades of design wisdom into 95 actionable principles spanning core OO, SOLID/GRASP, package design, reliability and a forward‑looking AI‑first approach. Explore the Design Pyramid to understand how quality attributes, smells and principles interconnect; learn to manage complexity through high cohesion, low coupling and clear abstractions; and adopt modern practices like test‑driven development and semantic modularity. From novices seeking a roadmap to experts embracing AI‑assisted workflows, this book equips you to create systems that are robust, maintainable and elegant—today and in the AI‑driven future.
I'll teach you to craft strong APIs with FastAPI, use Pydantic and SQLAlchemy for data integrity, and apply patterns that avoid repetition. As we go through CRUD operations, advanced pagination, filtering, and bulk data handling, you'll see that each concept builds on what came before. You'll learn to add features and connect them into a smooth whole. You'll find step-by-step instructions for secure authentication, password resets, role-based permissions, and even two-factor authentication. When we talk about user experience, I show you to implement dynamic forms, drag-and-drop uploads, custom error pages, and theme toggles. You'll learn to bring external services into your app, like sending emails, integrating SMS, or allowing users to log in with Google or GitHub.
Откройте потенциал геоданных с помощью Python! Это практическое руководство создано для начинающих и пользователей среднего уровня, стремящихся освоить пространственный анализ и интерактивную картографию с использованием инструментов с открытым исходным кодом. Вы научитесь работать с реальными данными, выполнять практические задания и приобретёте навыки программирования на Python, векторного и растрового анализа, веб-картографии и облачных вычислений. Эта книга даст вам всё необходимое, чтобы уверенно решать задачи пространственного анализа — будь вы студентом, исследователем, ГИС-специалистом или аналитиком данных.
Entfesseln Sie die Kraft geospatialer Daten mit Python! Dieser praxisorientierte Leitfaden richtet sich an Einsteigerinnen und fortgeschrittene Nutzerinnen, die räumliche Analyse und interaktive Kartierung mit Open-Source-Tools erkunden möchten. Sie lernen anhand praxisnaher Beispiele mit realen Daten und erwerben Fähigkeiten in Python-Programmierung, Vektor- und Rasteranalyse, Webkartierung und Cloud-Computing. Egal, ob Sie Studentin, Forscherin, GIS-Fachkraft oder Datenwissenschaftler*in sind – dieses Buch gibt Ihnen die Werkzeuge an die Hand, um geoinformatische Herausforderungen souverän zu meistern.
Manfaatkan kekuatan data geospasial dengan Python! Panduan praktis ini dirancang untuk pemula dan pengguna menengah yang ingin menjelajahi analisis spasial dan pemetaan interaktif menggunakan alat sumber terbuka. Anda akan belajar bekerja dengan data dunia nyata melalui contoh praktis dan membangun keterampilan dalam pemrograman Python, analisis vektor dan raster, pemetaan web, dan komputasi awan. Baik Anda mahasiswa, peneliti, profesional GIS, atau ilmuwan data, buku ini akan membekali Anda untuk menghadapi tantangan geospasial dengan percaya diri.
Look no further. "Python in Practice: From Fundamentals to Functional Code – Your Essential First Step into Coding" is your hands-on guide to mastering Python, the most versatile and in-demand programming language today. Designed specifically for absolute beginners and aspiring coders, this book transforms complex concepts into clear, actionable knowledge, ensuring you not just read about coding, but truly do it.
Large Language Models are powerful, but they're trapped. They can't access real-time data, call APIs, or even count characters reliably. *Practical MCP* is your guide to setting them free. Learn the Model Context Protocol (MCP), the "USB-C for AI" that standardizes how LLMs connect to the outside world. This book teaches Python developers everything they need to build, secure, and deploy powerful AI tools. You'll master integrating with Claude, Gemini, and GPT; create interactive tools that ask for clarification; and automatically generate an MCP interface for any REST API. Go from a simple "Hello, World" to deploying a full-stack, multi-service AI application in the cloud. Stop hitting the LLM wall. Start building the solutions. This book shows you how.
Even if you're a total newbie to the world of GPUs, this book will take you from the basics of CPUs to the current world of GPU programming. All you need is some Python experience and a willingness to explore and try the techniques it offers.This book will walk you through the basics of GPU architectures, show you hands-on parallel programming techniques, and give you the know-how to confidently speed up real workloads in data processing, analytics, and engineering.
Get started quickly, creating applications for the Model Context Protocol (MCP) using the official MCP SDKs for Python, Java 21, and Node.js. Quickly master, all of the concepts needed in order to build MCP servers, including transport protocols, tools, resources, prompts, roots, and sampling. Learn how to get familiar with popular MCP client applications such as, Claude Desktop, Postman, and the MCP Inspector.
Python is a multi-paradigm language. Beginners use it a procedural language.Intermediate users learn Object Oriented Python programming. Advanced user use the Functional Programming features of the language.This books helps you to become and advanced Python programmer who understand and can use the functional programming constructs of the language.