New to Python? Read the Python article
Sblocca la potenza dei dati geospaziali con Python! Questa guida pratica è pensata per principianti e utenti intermedi desiderosi di esplorare l’analisi spaziale e la mappatura interattiva utilizzando strumenti open source. Imparerai a lavorare con dati reali attraverso esempi pratici e a sviluppare competenze in programmazione Python, analisi vettoriale e raster, web mapping e cloud computing. Che tu sia studente, ricercatore, professionista GIS o data scientist, questo libro ti fornirà gli strumenti per affrontare con sicurezza le sfide geospaziali.
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.
Every application goes through changes. Even if the code itself does not need change the environment might. You might need to upgrade a library or even python itself. You might need to upgrade your operation system to a new version or switch to an entire new one. How will you know that your code runs after *any* change? You write tests. Lots of tests.
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.
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.