Название: Data Science в действии. Пять реальных проектов Python
Автор: Леонард Апельцин
Издательство: Питер
Год: 2023
Страниц: 736
Язык: русский
Формат: pdf
Размер: 12.8 MB

В проектах обработки и анализа данных много движущихся частей, и требуются практика и знания, чтобы создать гармоничную комбинацию кода, алгоритмов, наборов данных, форматов и визуальных представлений. Эта уникальная книга содержит описание пяти практических проектов, включая отслеживание вспышек заболеваний по заголовкам новостей, анализ социальных сетей и поиск закономерностей в данных о переходах по рекламным объявлениям. Автор не ограничивается поверхностным обсуждением теории и искусственными примерами. Исследуя представленные проекты, вы узнаете, как устранять распространенные проблемы, такие как отсутствующие и искаженные данные и алгоритмы, не соответствующие создаваемой модели. По достоинству оцените подробные инструкции по настройке и детальные обсуждения решений, в которых описываются типичные точки отказа, и обретите уверенность в своих навыках.

Название: First Steps in Programming: Understanding the Logic Behind the Code
Автор: RRP Digital
Издательство: RRP Digital
Год: 2023
Страниц: 103
Язык: английский
Формат: pdf
Размер: 17.9 MB

"First Steps in Programming: Understanding the Logic Behind the Code" is an indispensable guide for everyone who wants to enter the fascinating world of programming but doesn't know where to start. Written in a clear and accessible way, this book takes you from absolute zero to a complete understanding of fundamental programming principles. On this journey, you'll learn to think like a programmer, master the logic that drives code, and become familiar with popular languages like Python, Java, and jаvascript. You'll learn to create control structures, manipulate variables and functions, and explore vital tools used in day-to-day programming. This is not just a book for learning to write code. It's a book that teaches you how to solve problems, think creatively and adapt in an ever-changing digital world. Whether you're looking to launch a career in technology, accelerate your current career, or simply make sense of the codified world around us, this book is an invaluable investment in your future. Take your first step into programming today with "First Steps in Programming: Understanding the Logic Behind the Code". We are excited to see where this journey takes you!

Название: Mobile Robot Programming: Adventures in Python and C (2nd Edition)
Автор: Thomas Braunl
Издательство: Springer
Год: 2023
Страниц: 193
Язык: английский
Формат: pdf (true)
Размер: 75.1 MB

This book emphasizes software design as the most important topic in modern robotics and demonstrates practical code examples in Python and C. The book introduces the free simulation system EyeSim in combination with EyeBot robots, which can be built from inexpensive embedded processors, sensors and motors – or by adapting the control inputs of model cars. EyeSim is a free software for MacOS, Windows and Linux, which uses a realistic physics simulation engine and is source-code compatible to the EyeBot mobile robots. So, each robot program can first be tested on the simulator before running it on a real robot. EyeSim includes modules for driving, walking, swimming and diving robots, as well as for robot manipulators. EyeSim also runs on the Meta/Oculus Quest, providing a fully immersive robotics experience in virtual reality. Contrary to common belief, the three most important topics in robotics are not Mechanics, Electronics and Software. Instead, they are Software, Software and Software! This book is suitable as a text for undergraduate and graduate courses in Robotics, Automation and Artificial Intelligence, as well as a self-study guide for practitioners and hobbyists. All robot application programs in this book are available as free downloads for MacOS, Windows, Linux, and Raspberry Pi OS.

Название: Python Essentials in Minutes: Rapid Learning Series: A Beginner's Guide and Quick Recap
Автор: Lakshminarayan Shrivas
Издательство: Independently published
Год: 2023
Страниц: 158
Язык: английский
Формат: pdf
Размер: 28.6 MB

Introducing "Python Essentials in Minutes: Rapid Learning Series," the ultimate guide for beginners and individuals seeking a quick recap of the fundamentals of Python programming. This concise and focused book is designed to provide you with essential knowledge and get you up and running with Python in no time. Are you a beginner looking to dive into the world of programming? Do you find lengthy books overwhelming and time-consuming? Look no further! "Python Essentials in Minutes" is specifically tailored for individuals who want to quickly grasp the basics of Python without compromising on the quality of learning. In this book, you'll find a streamlined approach that covers the core concepts of Python in a concise manner, allowing you to absorb the essential knowledge without getting lost in unnecessary details. Whether you're a student, a professional looking to enhance your skill set, or an enthusiast eager to start coding, this book provides you with the perfect starting point. With its clear explanations, practical examples, and hands-on exercises, "Python Essentials in Minutes" empowers you to quickly understand the fundamentals of Python programming. You'll learn about variables, data types, control structures, functions, file handling, object-oriented programming, and more.

Название: Building Responsible AI Algorithms: A Framework for Transparency, Fairness, Safety, Privacy, and Robustness
Автор: Toju Duke
Издательство: Apress
Год: 2023
Страниц: 193
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

This book introduces a Responsible AI framework and guides you through processes to apply at each stage of the Machine Learning (ML) life cycle, from problem definition to deployment, to reduce and mitigate the risks and harms found in Artificial Intelligence (AI) technologies. AI offers the ability to solve many problems today if implemented correctly and responsibly. This book helps you avoid negative impacts – that in some cases have caused loss of life – and develop models that are fair, transparent, safe, secure, and robust. The approach in this book raises your awareness of the missteps that can lead to negative outcomes in AI technologies and provides a Responsible AI framework to deliver responsible and ethical results in ML. It begins with an examination of the foundational elements of responsibility, principles, and data. Next comes guidance on implementation addressing issues such as fairness, transparency, safety, privacy, and robustness. The book helps you think responsibly while building AI and ML models and guides you through practical steps aimed at delivering responsible ML models, datasets, and products for your end users and customers.

Название: Introduction to Integration Suite Capabilities: Learn SAP API Management, Open Connectors, Integration Advisor and Trading Partner Management
Автор: Jaspreet Bagga
Издательство: Apress
Год: 2023
Страниц: 366
Язык: английский
Формат: pdf, epub
Размер: 25.8 MB

Discover the power of SAP Integration Suite's capabilities with this hands-on guide. Learn how this integration platform (iPaaS) can help you connect and automate your business processes with integrations, connectors, APIs, and best practices for a faster ROI. Over the course of this book, you will explore the powerful capabilities of SAP Integration Suite, including API Management, Open Connectors, Integration Advisor, Trading Partner Management, Migration Assessment, and Integration Assessment. With detailed explanations and real-world examples, this book is the perfect resource for anyone looking to unlock the full potential of SAP Integration Suite. Welcome to the world of APIs, a fundamental building block for modern software development and integration. In today’s digital era, where businesses rapidly adopt cloud technologies, APIs enable seamless communication and data exchange between different systems. Application Programming Interfaces, commonly known as APIs, provide a standardized way for different applications to interact. They allow developers to expose certain functionalities of their applications and make them available to other applications or developers. This enables faster and more efficient business process development, integration, and automation.

Название: Easy jаvascript - Handy Guide (2023): Discover the World of Web Programming
Автор: David Lupe
Издательство: Independently published
Год: 2023
Страниц: 227
Язык: английский
Формат: pdf
Размер: 47.5 MB

In recent years, web programming has become increasingly relevant, with jаvascript emerging as one of the most widely used and powerful programming languages for developing interactive web applications. With jаvascript, you can create dynamic Web sites, add interactivity to page elements, handle asynchronous calls to servers, and even create engaging games. This guide is designed for those who want to enter the world of web programming with a practical and effective approach. Whether you are a complete beginner or already have some basic knowledge of HTML and CSS, this manual has been structured to walk you step by step through the process of learning jаvascript. With this guide, you will be able to gain a solid understanding of the fundamentals of jаvascript and develop the skills you need to create interactive Web applications. We will start with basic concepts such as variables, operators, and control structures, and then delve into topics such as functions, arrays, objects, and DOM manipulation. We will also learn how to handle errors, work with APIs for sending and receiving data, and implement asynchronous programming.

Название: Learn AI-Assisted Python Programming (MEAP v3)
Автор: Leo Porter, Daniel Zingaro
Издательство: Manning Publications
Год: 2023
Страниц: 383
Язык: английский
Формат: pdf, epub
Размер: 10.7 MB

Writing computer programs in Python just got a lot easier! Use AI-assisted tools like GitHub Copilot to go from idea to application faster than you can say “ChatGPT.” Learn AI-Assisted Python Programming: With Copilot and ChatGPT is a beginner’s guide that embraces AI as the future of coding. AI-assisted coding tools like GitHub Copilot and ChatGPT empower you to create useful Python applications without learning all the low-level details of a programming language. You’ll hit the ground running as you write prompts that tell your AI-assistant exactly what you want your programs to do. Along the way, you’ll pick up the essentials of Python programming and practice the higher-level thinking you’ll need to create working apps for data science, automation, and even video games. If you can move files around on your computer and open a web browser, you can learn to write Python programs with this book!

Название: Elixir in Action, Third Edition (MEAP v8)
Автор: Sasa Juric
Издательство: Manning Publications
Год: 2023
Страниц: 439
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Fully updated to Elixir 1.14, this authoritative bestseller reveals how Elixir tackles problems of scalability, fault tolerance, and high availability. Elixir is the perfect choice for mission-critical software. Its fault-tolerance and concurrency capabilities let it seamlessly handle huge numbers of users and data, and its functional programming mindset means Elixir applications are predictable, readable, and easy to maintain. Start coding in Elixir, and you’ll get instant access to the battle-tested Erlang virtual machine that powers this awesome language, along with Elixir’s own thriving ecosystem of resources. It’s the reliable solution you need for everything from a large-scale distributed system to a simple web app. Elixir in Action, Third Edition teaches you to build production-quality distributed applications and highly available server-side systems using Elixir. This new edition is fully updated with the latest versions and features of the language. You’ll start with the foundations of the Erlang platform that underpins Elixir, then quickly progress to functional and concurrent programming. You’ll need intermediate skills with client/server applications and a language like Java, C#, or Ruby. No previous experience with Elixir required.

Название: Java Programming Made Easy: Unlock Your Coding Potential from Scratch
Автор: Ryan Campbell
Издательство: Independently published
Год: 2023
Страниц: 112
Язык: английский
Формат: pdf
Размер: 25.2 MB

Step into the exciting world of coding with "Java Programming Made Easy: Unlock Your Coding Potential from Scratch". Whether you're an absolute beginner with zero coding experience or an experienced programmer looking to brush up your Java skills, this comprehensive guide is your perfect companion. We've distilled complex concepts into simple, easy-to-understand explanations, complete with hands-on examples and practical exercises. Unleash the power of one of the world's most popular programming languages. From the very basics to advanced topics, we'll guide you every step of the way in your journey to master Java. This book is packed with practical insights, expert tips, and plenty of code examples that will help you learn, practice, and excel in Java programming.