учебник по программированию

Understanding Python regex, Agarwal S.

   Scripting and automation tasks often need to extract particular portions of text from input data or modify them from one format to another. This book will help you understand Regular Expressions, a mini-programming language for all sorts of text processing needs. This book heavily leans on examples to present features of regular expressions one by one. It is recommended that you manually type each example and experiment with them. Understanding both the nature of input strings and the output produced is essential. As an analogy, consider learning to drive a car — no matter how much you read about them or listen to explanations, you’d need practical experience to become proficient.

Ultimate Selenium WebDriver for Test Automation, Gupta R., 2024.

   You hold in your hands a book that is ostensibly about Selenium. Except it’s about far more than that. You see, in this book, Robin takes us on a journey from neophyte to master tester, introducing us not only to the tool that is Selenium, but also to the context in which it can be used. This book provides a distillation of many of the current “best practices” that many teams have adopted when using Selenium, particularly the Java bindings. Those are practices that have evolved over many years, and have been shown to be effective time and again.

Think Stats, Exploratory Data Analysis, Downey A., 2026.

Фрагмент из книги:
Linear regression is based on a model where the expected value of the dependent variable is the weighted sum of the explanatory variables and an intercept. This model is appropriate when the dependent variable is a continuous quantity like birth weight or penguin weight, but not when the dependent variable is discrete quantity like a count or a category.

System Design, Машинное обучение, Подготовка к сложному интервью, Сюй А., Аминиан А., 2024.

   Собеседования по проектированию системы машинного обучения — самые сложные из всех вопросов технического собеседования. Эта книга предоставляет надежную стратегию и базу знании для решения широкого круга вопросов проектирования систем машинного обучения. Пошаговый подход формирует основу для решения любого вопроса проектирования, используя множество реальных примеров.
Эта книга поможет всем, кто интересуется проектированием систем машинного обучения, будь то новички или опытные инженеры. Если вам нужно подготовиться к собеседованию по данной теме, эта книга создана специально для вас.

Streaming Databases, Unifying Batch and Stream Processing, Dulay H., Debusmann R.M., 2024.

   In this book, we go beyond the boundaries of traditional batch processing and seamlessly integrate the dynamic world of streaming data. If you come from the streaming world, we provide a database perspective for stream processing. Streaming databases bridge the gap between data at rest and data in motion.

Starting Out With Python, Sixth Edition, Gaddis T., 2023.

   Welcome to Starting Out with Python, Sixth Edition. This book uses the Python language to teach programming concepts and problem-solving skills, without assuming any previous programming experience. With easy-to-understand examples, pseudocode, flowcharts, and other tools, the student learns how to design the logic of programs then implement those programs using Python. This book is ideal for an introductory programming course or a programming logic and design course using Python as the language.

Software Design by Example, A Tool-Based Introduction with Python, Wilson G., 2024.

   The best way to learn design in any field is to study examples, and some of the best examples of software design come from the tools programmers use in their own work. Software Design by Example: A Tool-Based Introduction with Python therefore builds small versions of the things programmers use in order to demystify them and give some insights into how experienced programmers think. From a file backup system and a testing framework to a regular expression matcher, a browser layout engine, and a very small compiler, we explore common design patterns, show how making code easier to test also makes it easier to re-use, and help readers understand how debuggers, profilers, package managers, and version control systems work so that they can use them more effectively.

Run Your Own Mail Server, Lucas M.W., 2024.

   Read this book if you want to run an email server for a small organization, for yourself and your friends, or just you. This book will not prepare you to run email for a global enterprise or a large mailing list, but it will provide a foundation for you to study those advanced cases.