Название: Python Debugging from Scratch: A Practical Guide with Examples
Автор: William E. Clark
Издательство: NOBTREX LLC.
Год: 2024
Формат: pdf, epub, fb2
Страниц: 262
Размер: 10,14 Мб
Язык: английский

This book provides a detailed exploration of debugging techniques in Python, offering a comprehensive guide that covers both fundamental concepts and advanced strategies. It is meticulously organized to ensure that readers gain an in-depth understanding of error identification, exception handling, and the utilization of powerful debugging tools. Readers are introduced to both manual methods and integrated development environments, allowing them to select the most suitable approach for their coding challenges.

Название: AI Solutions for the United Nations Sustainable Development Goals (UN SDGs): A Practical Approach Using jаvascript
Автор: Tulsi Pawan Fowdur, Lavesh Babooram
Издательство: Apress
Год: 2024
Страниц: 355
Язык: английский
Формат: pdf (true), epub (true)
Размер: 33.2 MB

Learn the United Nations Sustainable Development Goals (UN SDGs) and see how machine learning can significantly contribute to their realization. This book imparts both theoretical knowledge and hands-on experience in comprehending and constructing Machine Learning-based applications for addressing multiple UN SDGs using jаvascript. The reading begins with a delineation of diverse UN SDG targets, providing an overview of previous successful applications of Machine Learning in solving realistic problems aligned with these targets. It thoroughly explains fundamental concepts of Machine Learning algorithms for prediction and classification, coupled with their implementation in jаvascript and HTML programming. Detailed case studies examine challenges related to renewable energy, agriculture, food production, health, environment, climate change, water quality, air quality, and telecommunications, corresponding to various UN SDGs. Each case study includes related works, datasets, Machine Learning algorithms, programming concepts, and comprehensive explanations of jаvascript and HTML codes used for web-based Machine Learning applications.

Название: Mastering Python Automation: A Comprehensive Guide to Automate Everything: Unlock the Power of Python to Automate Tasks Across Cloud, DevOps, Data Processing, and More
Автор: Ahmed Khorshid
Издательство: Independently published
Год: September 20, 2024
Страниц: 224
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Discover the limitless potential of Python automation with 'Mastering Python Automation: A Comprehensive Guide to Automate Everything.' This book is your ultimate resource for automating a wide range of tasks using Python, from cloud services and DevOps to data processing and cybersecurity. With detailed explanations, practical examples, and real-world case studies, you'll learn how to streamline workflows, enhance productivity, and tackle complex automation challenges. Whether you're a beginner or an experienced developer, this guide provides the tools and techniques you need to master Python automation and transform your projects. Python automation refers to the process of using the Python programming language to automate repetitive tasks, streamline workflows, and enhance productivity across various domains. Whether it’s data processing, web scraping, system administration, or even machine learning, Python provides a versatile and powerful platform for automating these tasks.

Название: The Complete Developer: Master the Full Stack with TypeScript, React, Next.js, MongoDB, and Docker
Автор: Martin Krause
Издательство: No Starch Press
Год: 2024
Страниц: 347
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB, True/Retail MOBI
Размер: 28.5 MB

A hands-on, beginner-friendly approach to developing complete web applications from the ground up, using jаvascript and its most popular frameworks, including Node.js and React.js. Whether you’ve been in the developer kitchen for decades or are just taking the plunge to do it yourself, The Complete Developer will show you how to build and implement every component of a modern stack—from scratch. You’ll go from a React-driven frontend to a fully fleshed-out backend with Mongoose, MongoDB, and a complete set of REST and GraphQL APIs, and back again through the whole Next.js stack. The book’s easy-to-follow, step-by-step recipes will teach you how to build a web server with Express.js, create custom API routes, deploy applications via self-contained microservices, and add a reactive, component-based UI. You’ll leverage command line tools and full-stack frameworks to build an application whose no-effort user management rides on GitHub logins. Covers: Docker, Express.js, jаvascript, Jest, MongoDB, Mongoose, Next.js, Node.js, OAuth, React, REST and GraphQL APIs, and TypeScript.

Название: Graph Algorithms the Fun Way: Powerful Algorithms Decoded, Not Oversimplified
Автор: Jeremy Kubica
Издательство: No Starch Press
Год: 2025
Страниц: 419
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 58.2 MB

Graph Algorithms the Fun Way offers a refreshing approach to complex concepts by blending humor, imaginative examples, and practical Python implementations to reveal the power and versatility of graph-based problem-solving in the real world. Through clear diagrams, engaging examples, and Python code, you’ll build a solid foundation for addressing graph problems in your own projects. This book is an introduction to graphs and their algorithms for programmers who want to understand and apply them. Graphs are a type of data structure used throughout mathematics, Computer Science, and numerous other fields to model and solve a wide range of real-world problems. The structure of a graph allows us to represent connections or associations between items. Understanding this structure is critical to harnessing the power of graphs and using them efficiently. This book is for programmers who want to learn more about graphs, graph algorithms, and the computational thinking behind such techniques. I assume no prior knowledge of graphs or graph algorithms. However, readers should have the kind of basic familiarity with Python that can be expected after an introductory course, book, or boot camp. They should be familiar with fundamental Python programming concepts, including basic data structures such as lists and dictionaries.

Название: Серия "Программисту" в 11 книгах +1CD
Автор(ы): разные
Издательство: Бином. ЛЗ
Год: 2005-2021
Страниц: 1000+
Формат: pdf, djvu
Размер: 222 Мб
Язык: русский

В этой серии представлены книги, посвященные вопросам программирования практически на всех существующих языках под различные платформы и операционные системы. Также вы найдете массу информации по администрированию, работе с графикой использованию и настройке ОС, а также учебники по программированию, компоненты, исходники программ.

Название: Machine Learning Q and AI: 30 Essential Questions and Answers on Machine Learning and AI
Автор: Sebastian Raschka
Издательство: No Starch Press
Год: 2024
Страниц: 267
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB, True/Retail MOBI
Размер: 122.2 MB

If you’re ready to venture beyond introductory concepts and dig deeper into Machine Learning, Deep Learning, and AI, the question-and-answer format of Machine Learning Q and AI will make things fast and easy for you, without a lot of mucking about. Born out of questions often fielded by author Sebastian Raschka, the direct, no-nonsense approach of this book makes advanced topics more accessible and genuinely engaging. Each brief, self-contained chapter journeys through a fundamental question in AI, unraveling it with clear explanations, diagrams, and hands-on exercises. This book adopts a unique Q&A style, where each brief chapter is structured around a central question related to fundamental concepts in Machine Learning, Deep Learning, and AI. Every question is followed by an explanation, with several illustrations and figures, as well as exercises to test your understanding. Many chapters also include references for further reading. These bite-sized nuggets of information provide an enjoyable jumping-off point on your journey from Machine Learning beginner to expert.

Название: Machine Learning for Adaptive Many-Core Machines - A Practical Approach
Серия: Studies in Big Data, 7
Автор: Noel Lopes, Bernardete Ribeiro
Издательство: Springer
Год: 2015
Формат: pdf
Страниц: 251
Размер: 17,9 Мб
Язык: английский

The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in society, from science to industry. In particular, the magnitude and complexity of the tasks that Machine Learning (ML) algorithms have to solve are driving the need to devise adaptive many-core machines that scale well with the volume of data, or in other words, can handle Big Data.
This book gives a concise view on how to extend the applicability of well-known ML algorithms in Graphics Processing Unit (GPU) with data scalability in mind. It presents a series of new techniques to enhance, scale and distribute data in a Big Learning framework. It is not intended to be a comprehensive survey of the state of the art of the whole field of machine learning for Big Data. Its purpose is less ambitious and more practical: to explain and illustrate existing and novel GPU-based ML algorithms, not viewed as a universal solution for the Big Data challenges but rather as part of the answer, which may require the use of different strategies coupled together.

Название: Mastering Regression Modeling: A Practical Guide for Data Scientists with Python
Автор: Ahmed Khorshid
Издательство: Ahmed Khorshid
Год: 2024
Формат: pdf, epub
Страниц: 224
Размер: 27.2 Мб
Язык: английский

Unlock the power of regression modeling with this hands-on guide designed for data scientists and analysts. Whether you're a beginner or an experienced practitioner, this book provides a comprehensive exploration of regression techniques, from foundational concepts to advanced applications, all using Python.

Название: Mastering Arrays in jаvascript: Basics and Beyond
Автор: WebLighters Studio
Издательство: WebLighters Studio
Год: 2025
Формат: pdf, epub
Страниц: 217
Размер: 27,95 Мб
Язык: английский

"Mastering Arrays in jаvascript: Basics and Beyond" is your comprehensive guide to understanding and mastering one of the most fundamental data structures in programming. Whether you're a beginner taking your first steps in jаvascript or an intermediate developer looking to deepen your knowledge, this book provides a structured, hands-on approach to arrays that will elevate your coding skills.