Название: Automate the Boring Stuff with Python, 3rd Edition (Early Access)
Автор: Al Sweigart
Издательство: Manning Publications
Год: 2025
Страниц: 620
Язык: английский
Формат: pdf (true)
Размер: 18.8 MB

If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you? In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand—no prior programming experience required. This is the power of computer programming. A computer is like a Swiss Army knife with tools for countless tasks. Many people spend hours clicking and typing to perform repetitive tasks, unaware that the machine they’re using could do their job in seconds if they gave it the right instructions. Once you’ve mastered the basics of programming, you’ll create Python programs that effortlessly perform useful and impressive feats of automation. Step-by-step instructions walk you through each program, and practice projects at the end of each chapter challenge you to improve those programs and use your newfound skills to automate similar tasks.

Название: Natural Language Processing in Action, 2nd Edition (Final Release)
Автор: Hobson Lane, Maria Dyshel
Издательство: Manning Publications
Год: 2025
Страниц: 720
Язык: английский
Формат: pdf (true)
Размер: 19.1 MB

Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you’ll discover state-of-the art Natural Language Processing (NLP) models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. You’ll create NLP tools that can detect fake news, filter spam, deliver exceptional search results and even build truthfulness and reasoning into Large Language Models (LLMs). Recent advances in deep learning are creating NLP applications with unprecedented power to influence and assist us. Chatbots can now imitate real people, find that tip-of-your-tongue word, diagnose illness, support mental health, educate the public, and automatically generate document summaries—all with free open source software. Accessible open source tools, such as spaCy and PyTorch, make production-level NLP easier and more impactful than ever before. For intermediate Python programmers familiar with Deep Learning basics.

Название: C# Concurrency: Asynchronous and multithreaded programming (Final Release)
Автор: Nir Dobovizki
Издательство: Manning Publications
Год: 2025
Страниц: 250
Язык: английский
Формат: pdf (true)
Размер: 21.0 MB

Supercharge your applications with the ultimate guide to asynchronous and multithreaded programming in C#! C# Concurrency teaches you how to write effective multithreaded and asynchronous software in C#. Practical techniques, real-world examples, and useful code samples cut through the confusion around async/await and help you write rapid, reliable, and bug-free code. C# Concurrency equips programmers with a comprehensive understanding of multithreading and asynchronous programming, focusing on the practical use of the C# async-await feature to simplify asynchronous tasks. It teaches how to avoid common pitfalls, addresses classic multithreading issues like deadlocks and race conditions, and advanced topics such as controlling thread of execution and using thread-safe collections. For experienced C# programmers. No knowledge of asynchronous programming required.

Название: Build a Robo-Advisor with Python (From Scratch): Automate your financial and investment decisions (Final Release)
Автор: Rob Reider, Alex Michalka
Издательство: Manning Publications
Год: 2025
Страниц: 335
Язык: английский
Формат: pdf (true)
Размер: 19.1 MB

Take control of your wealth management by building your own reliable, effective, and automated financial advisor tool. Automated digital financial advisors—also called robo-advisors—manage billions of dollars in assets. Follow the step-by-step instructions in this hands-on guide, and you’ll learn to build your robo-advisor capable of managing a real investing strategy. Automated “robo-advisors” are commonplace in financial services, thanks to their ability to give high-quality investment advice at a fraction of the cost of human advisors. Build a Robo-Advisor with Python (From Scratch) teaches you to develop one of these powerful, flexible tools using popular and free Python libraries. You’ll master practical Python skills in demand in financial services, and financial planning skills that will help you take the best care of your money. All examples are accompanied by working Python code, and are easy to adjust for investors anywhere in the world. Accessible to anyone with a basic knowledge of Python and finance—no special skills required.

Название: PHP Crash Course: The Complete, Modern, Hands-On Guide (Final)
Автор: Matt Smith
Издательство: No Starch Press
Год: 2025
Страниц: 731
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 34.6 MB

Tired of cobbling together PHP solutions from scattered online tutorials? Frustrated by outdated PHP practices that leave your code vulnerable and hard to maintain? Whether you’re building your first dynamic website or modernizing legacy systems, PHP Crash Course gives you a complete, practical foundation for writing professional web applications. PHP is currently in its eighth major version, so as well as being tried and tested, it’s faster and more secure than ever before. It’s a free, open source, and well-maintained language. While other popular web programming languages are available, about 70 percent of the web is run by PHP programs, including Etsy, Facebook (using its dialect of PHP, called Hack), Spotify, Wikipedia, and WordPress. Whether you’re a complete beginner or an experienced developer looking to modernize your PHP skills, PHP Crash Course gives you everything you need to build professional, dynamic websites with confidence.

Название: Real-World Java: Helping You Navigate the Java Ecosystem
Автор: Victor Grazi, Jeanne Boyarsky
Издательство: Wiley
Год: 2025
Страниц: 523
Язык: английский
Формат: epub (true)
Размер: 28.5 MB

A concise handbook for the most common tools used in modern Java development. Good Java developers learn Java syntax, how to create loops and switches, and can work out a lambda filter stream. But great Java developers need to understand the vast ecosystem of tools and frameworks for collaboration, testing, building, and more. In Real-World Java: Helping You Navigate the Java Ecosystem, a team of veteran Java developers delivers a concise and authoritative discussion of the most common frameworks, tools, and techniques used in enterprise Java development shops. The authors provide just enough background and examples to allow you to dive right into the expert guidance on annotations, logging frameworks, observability, performance tuning, testing tools, and collaboration, that real-life commercial Java development typically relies on. You’ll expand your Java development toolkit with frameworks and utilities like Spring, Git, Prometheus, and Project Lombok. You’ll also discover links to tested, downloadable code examples that demonstrate the skills discussed in the book.

Название: Ultimate Generative AI Solutions on Google Cloud: Practical Strategies for Building and Scaling Generative AI Solutions with Google Cloud Tools, Langchain, RAG, and LLMOps
Автор: Arun Pandey
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 349
Язык: английский
Формат: epub (true)
Размер: 20.2 MB

Unlock Generative AI's Potential: Transform Ideas into Reality on Google Cloud! Generative AI, powered by Google Cloud Platform (GCP), is reshaping industries with its advanced capabilities in automating and enhancing complex tasks. The Ultimate Generative AI Solutions on Google Cloud is your comprehensive guide to harnessing this powerful combination to innovate and excel in your job role. It explores foundational Machine Learning concepts and dives deep into Generative AI, providing the essential knowledge needed to conceptualize, develop, and deploy cutting-edge AI solutions. The Chapter 1 provides a comprehensive overview of Machine Learning and its various types, from supervised to unsupervised and reinforcement learning. It delves into transformer models, which have reshaped AI development, particularly in natural language processing, and explores the growing domain of generative AI. The chapter also introduces foundation models and model hubs, critical tools for building advanced AI applications. Finally, we will outline the life cycle of generative AI and demonstrate how to leverage Google Cloud’s tools and infrastructure to develop scalable, AI-driven solutions.

Название: Python, Django, Data Science
Автор(ы): Протодьяконов А.В., Пылов П.А., Майтак Р.В.
Издательство: Инфра-Инженерия
Год: 2025
Страниц: 518
Формат: PDF
Размер: 36 Мб
Язык: русский

Показаны основы работы на Python, а также два его основных ответвления – веб-разработка на Django и область прикладного искусственного интеллекта, являющаяся частью Data Science.
Для студентов и сотрудников высших технических учебных заведений, а также специалистов прикладной сферы анализа данных.

Название: Artificial Intelligence for Design and Process Science
Автор: Sang C. Suh
Издательство: Springer
Год: 2025
Страниц: 203
Язык: английский
Формат: pdf (true), epub
Размер: 38.4 MB

This book provides a focused overview of what role Artificial Intelligence (AI) plays on the design and process of system development and perspectives on making it more and more relevant and beneficial for our society. It covers topics like large language models, Generative AI, intelligenticism, communication dynamics representation, feature selection, smart design and social wellbeing, and it demonstrates the general applicability of AI to various problems in transdisciplinary domains. Through the integration of neural networks, sentence transformers, and PyTorch, the AI-driven chatbot boasts a robust foundation for effectively addressing user queries. These technologies enable the chatbot to understand and respond intelligently to a diverse range of inquiries ensuring accuracy and efficiency in delivering information. By combining the power of Artificial Intelligence with the state-of-the-art natural language processing techniques, this chatbot serves as a valuable resource offering users a seamless and informative experience as they explore the dynamic and promising landscape of Computer Science education and careers.

Название: Basics of Python Programming: A Quick Guide for Beginners
Автор: Krishna Kumar Mohbey, Malika Acharya
Издательство: Bentham Books
Год: 2023
Страниц: 281
Язык: английский
Формат: pdf (true)
Размер: 55.9 MB

Basics of Python Programming: A Quick Guide for Beginners is an essential companion to mastering the Python programming language. The book presents information about Python in 12 structured chapters with a strong emphasis on fundamentals and practical information. Starting with basic operators, functions and expressions, contents explain file handling, exception handling and modules. The book concludes with advanced topics such as object oriented programming and Machine Learning. Our primary goal in writing this book is to provide an approachable resource for beginners new to programming or with limited coding experience. We understand that learning a programming language can be intimidating, especially for those starting from scratch. With "Basics of Python Programming: A Quick Guide for Beginners", we have consciously designed the content to be beginner-friendly, focusing on simplicity and clarity of explanations.