Название: Data Analysis with LLMs: Text, tables, images and sound
Автор: Immanuel Trummer
Издательство: Manning Publications
Год: 2025
Страниц: 233
Язык: английский
Формат: pdf (true)
Размер: 23.7 MB

Speed up common data science tasks with AI assistants like ChatGPT and Large Language Models (LLMs) from Anthropic, Cohere, AI21, Hugging Face, and more! Using ChatGPT and other AI-powered tools, you can analyze almost any kind of data with just a few short lines of plain English. In Data Analysis with LLMs, you’ll learn important techniques for streamlining your data science practice, expanding your skillset and saving you hours—or even days—of time. This practical book takes you from your first prompts through advanced techniques like building automated analysis pipelines and fine-tuning existing models. You’ll learn how to create meaningful reports, generate informative graphs, and much more. You’ll start with an in-depth exploration of how LLMs work. Then, you’ll dive into no-code data analysis with LLMs, creating custom operators with the OpenAI Python API, and building complex data analysis pipelines with the cutting edge LangChain framework. For data scientists, data analysts, and others who are interested in making their work easier through the use of AI techniques. Readers should have a basic understanding of the Python programming language.

Название: Building Quantum Software in Python: A developer's guide
Автор: Constantin Gonciulea, Charlee Stefanski
Издательство: Manning
Год: 2025
Формат: pdf
Страниц: 378
Размер: 26.6 Мб
Язык: английский

A developer-centric look at quantum computing. Quantum computing opens a new realm of possibilities for developers working in complex research and business domains like industrial simulation, predictive modeling, drug discovery, and operations research. Building Quantum Software with Python gives you the foundation you’ll need to build the software for the quantum age.

Название: Go File Handling for New Coders: A Practical Guide with Examples
Автор: William E. Clark
Издательство: NOBTREX LLC.
Год: 2024
Формат: epub, pdf, fb2
Страниц: 289
Размер: 11.8 Мб
Язык: английский

"Go File Handling for New Coders: A Practical Guide with Examples" is an essential resource for beginner programmers eager to master the art of file operations using the Go programming language. This book offers a methodical approach to understanding file handling, setting a robust foundation with an introduction to Go's history, design, and relevance in modern software development. By providing clear instructions on setting up a Go development environment, readers are well-equipped to dive into file operations.

Название: Ultimate Apache Superset for Data Visualization and Analytics
Автор: Bragadeesh Sundararajan
Издательство: Orange Education Pvt Ltd,
Год: 2025
Формат: epub
Страниц: 356
Размер: 25.2 Мб
Язык: английский

Apache Superset is a powerful open-source data visualization and business intelligence platform that enables professionals to create interactive dashboards effortlessly. With its user-friendly interface and broad compatibility with various data sources, Superset helps users uncover insights and make informed, data-driven decisions in real time.

Название: Engineering AI Systems: Architecture and DevOps Essentials (Final Release)
Автор: Len Bass, Qinghua Lu, Ingo Weber, Liming Zhu
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2025
Страниц: 347
Язык: английский
Формат: pdf, epub
Размер: 11.0 MB

Master the Engineering of AI Systems: The Essential Guide for Architects and Developers. In today's rapidly evolving world, integrating Artificial Intelligence (AI) into your systems is no longer optional. Engineering AI Systems: Architecture and DevOps Essentials is a comprehensive guide to mastering the complexities of AI systems engineering. This book combines robust software architecture with cutting-edge DevOps practices to deliver high-quality, reliable, and scalable AI solutions. Experts Len Bass, Qinghua Lu, Ingo Weber, and Liming Zhu demystify the complexities of engineering AI systems, providing practical strategies and tools for seamlessly incorporating AI in your systems. You will gain a comprehensive understanding of the fundamentals of AI and software engineering and how to combine them to create powerful AI systems. Through real-world case studies, the authors illustrate practical applications and successful implementations of AI in small- to medium-sized enterprises across various industries, and offer actionable strategies for designing, building, and operating AI systems that deliver real business value.

Название: Информатика: разработка программ на языке программирования Питон (Python): базовые языковые конструкции
Автор: Широков А.И., Пышняк М.О.
Издательство: Издательский Дом МИСиС
Год: 2020
Cтраниц: 140
Формат: pdf
Размер: 18 мб
Язык: русский

В учебнике рассматриваются основные конструкции языка программирования Питон (Python). Приводятся многочисленные примеры, которые позволят современному специалисту овладеть навыками для создания приложений разной направленности.

Название: Python OOP Step by Step: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 190
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

This book provides a comprehensive and systematic introduction to Python programming with a focused emphasis on object-oriented principles. It offers detailed guidance on the core aspects of Python, covering everything from fundamental syntax and data structures to more advanced topics like class design, inheritance, and polymorphism. The content is arranged logically to build a strong foundation in programming followed by an in-depth exploration of object-oriented methodologies. The material is divided into distinct sections that progressively introduce essential programming concepts before transitioning to sophisticated applications. Topics such as configuring a development environment, understanding Python's built-in constructs, and developing clear, maintainable code prepare the reader for advanced discussions on classes and objects. Subsequent sections elaborate on inheritance models, method overriding, and design patterns while also addressing the intricacies of testing and debugging within object-oriented systems.

Название: Python Data Structures Explained: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 242
Язык: английский
Формат: pdf, epub (true)
Размер: 11.3 MB

This book offers a comprehensive guide to understanding and effectively utilizing data structures and algorithmic strategies in Python. It systematically presents each data structure, from basic arrays and lists to more complex entities like trees and graphs, ensuring that readers build a solid foundation in both theory and practical implementation. The content is designed to be accessible to beginners while still providing depth and insights that are valuable for experienced programmers. The text explains core concepts with clear, precise language, emphasizing the importance of choosing the right data structure for efficient problem solving. Detailed explanations of operations, performance considerations, and practical coding techniques provide readers with the tools they need to implement reliable and efficient solutions. The inclusion of debugging and optimization practices further supports the development of professional programming skills.

Название: Generative AI in Computer Science Education: Challenges and Opportunities
Автор: Diana Franklin, Paul Denny, David A. Gonzalez-Maldonado, Minh Tran
Издательство: Cambridge University Press
Год: 2025
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Generative AI is a disruptive technology that has the potential to transform many aspects of how Computer Science is taught. Like previous innovations such as high-level programming languages and block-based programming languages, Generative AI lowers the technical expertise necessary to create working programs, bringing the power of computation to more people. The programming process is already changing as a result of its presence, even for expert programmers. It also poses significant challenges to educators around re-thinking assessment as some well-established approaches may no longer be viable. Many traditional programming assignments can be completed using Generative AI tools with minimal effort, thus potentially undermining learning. In this Element, the authors explore both the opportunities and the challenges for Computer Science education resulting from the widespread availability of Generative AI.

Название: The StatQuest Illustrated Guide To Machine Learning
Автор: Josh Starmer
Издательство: StatQuest Publications
Год: November 7, 2022
Страниц: 305
Язык: английский
Формат: pdf
Размер: 29.4 MB

Machine Learning is awesome and powerful, but it can also appear incredibly complicated. That’s where The StatQuest Illustrated Guide to Machine Learning comes in. This book takes the Machine Learning algorithms, no matter how complicated, and breaks them down into small, bite-sized pieces that are easy to understand. Each concept is clearly illustrated to provide you, the reader, with an intuition about how the methods work that goes beyond the equations alone. The StatQuest Illustrated Guide does not dumb down the concepts. Instead, it builds you up so that you are smarter and have a deeper understanding of Machine Learning. The StatQuest Illustrated Guide to Machine Learning starts with the basics, showing you what Machine Learning is and what are its goals, and builds on those, one picture at a time, until you have mastered the concepts behind self driving cars and facial recognition.