Книги по Python

Pandas Workout: 200 exercises to make you a stronger data analyst - Reuven Lerner (2024)

 Work out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks.

In Pandas Workout you’ll learn how to:
 

• Clean your data for accurate analysis
• Work with rows and columns for retrieving and assigning data
• Handle indexes, including hierarchical indexes
• Read and write data with a number of common formats, such as CSV and JSON
• Process and manipulate textual …
  Английский PDF

Mastering Python Design Patterns: Craft essential Python patterns by following core design principles. 3 Ed - Kamon Ayeva, Sakis Kasampalis (2024)

 As software systems become increasingly complex, maintaining code quality, scalability, and efficiency can be a daunting challenge. Mastering Python Design Patterns is an essential resource that equips you with the tools you need to overcome these hurdles and create robust, scalable applications.

 The book delves into design principles and patterns in Python, covering both classic and modern patterns, and apply them to solve daily challenges as a Python developer …

The Recursive Book of Recursion: Ace the Coding Interview with Python and JavaScript - Al Sweigart (2022)

 Recursion has an intimidating reputation: it’s considered to be an advanced computer science topic frequently brought up in coding interviews. But there’s nothing magical about recursion.

 The Recursive Book of Recursion uses Python and JavaScript examples to teach the basics of recursion, exposing the ways that it’s often poorly taught and clarifying the fundamental principles of all recursive algorithms. You’ll learn when to use recursive functions …

PyTorch. Освещая глубокое обучение - Лука Антига, Томас Виман, Эли Стивенс (2022)

 Многие средства глубокого обучения используют Python, но именно библиотека PyTorch по-настоящему «питоническая». Легкая в освоении для тех, кто знаком с NumPy и scikit-learn, PyTorch упрощает работу с глубоким обучением, обладая в то же время богатым набором функций. PyTorch прекрасно подходит для быстрого создания моделей и без проблем масштабируется до корпоративного проекта. PyTorch используют такие компании как Apple и JPMorgan Chase.

 Навыки работы с этой библиотекой пригодятся вам …

Django Visual Guide: The Complete Beginner's Handbook to Mastering Web Development Effortlessly Without Prior Programming Experience - Atlas Skylark, Ben Bloomfield, David Ocean, Valeria Celis (2024)

 Django is a powerful tool for building web applications and is highly trusted by developers. It is scalable, flexible, and secure and benefits from extensive community support.

 This book is designed to help beginners understand the core concepts of Django and web development. Its hands-on approach includes creating real web applications. The guide covers the basics of Django's structure and components to more advanced topics like deploying …

Coding Examples from Simple to Complex: Applications in Python™ - Paul A. Gagniuc (2024)

 This book provides a comprehensive guide to Python, which stands as the cornerstone of modern programming and is the main computer language driving software prototyping in both industry and research. The author introduces readers to the rich world of Python, taking them on a journey from the fundamentals to advanced topics, equipping them with the knowledge and skills needed to become a proficient Python developer or scientist. The book …

Django for Beginners: Build Websites with Python and Django - William S. Vincent (2022)

 Django for Beginners is a project-based introduction to Django, the popular Python-based web framework. Suitable for total beginners who have never built a website before as well as professional programmers looking for a fast-paced guide to modern web development and Django fundamentals.

In the book you’ll learn how to:

• Build 5 websites from scratch, including a Blog and Newspaper website
• Deploy online using security best practices
• Customize the look …
  Английский ZIP (pdf+epub)

Создание веб-API Python с помощью FastAPI - Абдулазиз Абдулазиз Адешина (2022)

 Быстрое руководство по созданию высокопроизводительных и надежных веб-API с очень небольшим количеством шаблонного кода.

 Начинается с основ структуры FastAPI и других технологий, используемых в этой книге. Затем вы узнаете о различных аспектах фреймворка: системе маршрутизации, моделировании ответов, обработке ошибок и шаблонах.

 В этой книге вы узнаете, как создавать быстрые, эффективные и масштабируемые приложения на Python с помощью FastAPI. Вы начнете с приложения Hello World к …

Dive Into Data Science: Use Python To Tackle Your Toughest Business Challenges - Bradford Tuckfield (2023)

 Dive into the exciting world of data science with this practical introduction. Packed with essential skills and useful examples, Dive Into Data Science will show you how to obtain, analyze, and visualize data so you can leverage its power to solve common business challenges.

 With only a basic understanding of Python and high school math, you’ll be able to effortlessly work through the book and start implementing data …

Django for APIs: Build web APIs with Python and Django - William S. Vincent (2022)

 Django for APIs is a project-based guide to building modern web APIs with Django & Django REST Framework. It is suitable for beginners who have never built an API before as well as professional programmers looking for a fast-paced introduction to Django fundamentals and best practices.

 Over the course of 200+ pages you'll learn how to set up a new project properly, how web APIs work under the …

Python для непрограммистов. Самоучитель в примерах - Джош Коглиати (2024)

 Эта книга в кратчайшие сроки поможет на базовом уровне освоить Python — идеальный для новичка, доступный и понятный язык программирования, позволяющий легко создавать интересные и креативные приложения. Буквально с первых страниц читатель, даже если он никогда в жизни не писал код, с легкостью начнет постигать Python и на основе простых практических заданий приступит к написанию собственных программ, сначала состоящих из двух-трех строк кода, а затем, по мере усвоения базовых …

Deep Reinforcement Learning with Python: RLHF for Chatbots and Large Language Models. 2 Ed - Nimish Sanghi (2024)

 Gain a theoretical understanding to the most popular libraries in deep reinforcement learning (deep RL).  This new edition focuses on the latest advances in deep RL using a learn-by-coding approach, allowing readers to assimilate and replicate the latest research in this field. 

 New agent environments ranging from games, and robotics to finance are explained to help you try different ways to apply reinforcement learning. A chapter on multi-agent reinforcement learning …

Python, Django и Bootstrap для начинающих. Для начинающих - Анатолий Владимирович Постолит (2023)

 Книга посвящена вопросам разработки веб-приложений с использованием языка Python, фреймворков Django, Bootstrap и интерактивной среды разработки PyCharm. Рассмотрены основные технологии и рабочие инструменты создания веб-приложений. Описаны фреймворки Django, Bootsrtap и структура создаваемых веб-приложений. На простых примерах показана обработка и маршрутизация запросов пользователей, формирование ответных веб-страниц. Рассмотрено создание шаблонов веб-страниц и форм для пользователей. Показано взаимодействие пользователей с различными типами баз данных через модели. Описана работа с базами данных через встроенные …

Python Crash Course: A Hands-On, Project-Based Introduction to Programming. 3 Ed - Eric Matthes (2023)

 Python Crash Course is the world’s best-selling guide to the Python programming language. This fast-paced, thorough introduction will have you writing programs, solving problems, and developing functioning applications in no time.

 You’ll start by learning basic programming concepts, such as variables, lists, classes, and loops, and practice writing clean code with exercises for each topic. You’ll also learn how to make your programs interactive and test your code …

Using Stable Diffusion with Python: Leverage Python to control and automate high-quality AI image generation using Stable Diffusion - Andrew Zhu (2024)

 Stable Diffusion is a game-changing AI tool for image generation, enabling you to create stunning artwork with code. However, mastering it requires an understanding of the underlying concepts and techniques. This book guides you through unlocking the full potential of Stable Diffusion with Python.

 Starting with an introduction to Stable Diffusion, you'll explore the theory behind diffusion models, set up your environment, and generate your first image using diffusers. You'll …