Название: Econometric Python: Harnessing Data Science for Economic Analysis: The Science of Pythonomics in 2024
Автор: Hayden Van Der Post, Johann Strauss
Издательство: Reactive Publishing
Год: 2024
Страниц: 416
Язык: английский
Формат: pdf
Размер: 30.3 MB

In the rapidly evolving landscape of economics, "Econometric Python" emerges as a groundbreaking guide, perfectly blending the intricate world of econometrics with the dynamic capabilities of Python. This book is crafted for economists, data scientists, researchers, and students who aspire to revolutionize their approach to economic data analysis. At its center, "Econometric Python" serves as a beacon for those navigating the complexities of econometric models, offering a unique perspective on applying Python's powerful data science tools in economic research. The book starts with a fundamental introduction to Python, focusing on aspects most relevant to econometric analysis. This makes it an invaluable resource for both Python novices and seasoned programmers. As the narrative unfolds, readers are led through a series of progressively complex econometric techniques, all demonstrated with Python's state-of-the-art libraries such as Pandas, NumPy, and statsmodels. Each chapter is meticulously designed to balance theory and practice, providing in-depth explanations of econometric concepts, followed by practical coding examples.

Название: GoLang for Machine Learning: A Hands-on-Guide to Building Efficient, Smart and Scalable ML Models with Go Programming
Автор: Evan Atkins
Издательство: Independently published
Год: 2024
Страниц: 155
Язык: английский
Формат: pdf
Размер: 19.1 MB

Go, the high-performance language from Google, is rapidly gaining traction in the Machine Learning (ML) world. Its speed, concurrency, and built-in features make it ideal for building efficient, scalable ML models. But where do you start? This book is written by a seasoned developer and Machine Learning expert, providing you with practical, hands-on guidance based on real-world experience. After reading this book, you'll be equipped with the knowledge and tools to create robust, performant models without sacrificing clarity or maintainability. Hands-on projects covering various Machine Learning tasks, from regression and classification to image recognition and natural language processing. This book is designed for programmers with some coding experience who are interested in applying Go to Machine Learning. Whether you're a data scientist, software engineer, or simply curious about Go's potential, this guide will empower you to create impactful ML models. Stop struggling with slow, complex ML frameworks. Start building efficient, scalable models with Go. Get your copy of GoLang for Machine Learning today and embark on your journey to smarter, faster AI!

Название: Python for Absolute Beginners: The Ultimate Beginner's Guide to Learn Python Programming with Extensive Coverage on Data Science and Web Programming
Автор: Bona Akubue
Издательство: NanoEdge International Ltd
Год: 2024
Страниц: 453
Язык: английский
Формат: pdf
Размер: 32.3 MB

If you are fortunate enough to have this book as your first Python book, then this is likely the only book you will ever need to master programming in Python. It is a three-in-one book. The first part of the book is dedicated to introducing you to the fundamentals of Python programming. The second part of the book is on data science with Python using Numpy, Pandas, and visualizations using Matplotlib. The third part is on web programming with Python using the Django web framework. Normally, these would have been three books. I wanted to give you a book that will equip you with the fundamentals and the frameworks to go into data science and web development using Python. Also, I wanted to give you an opportunity to determine which career path is best for you. All these without being unnecessarily bulky or too simplified and leaving important details out. Whether you want to pursue a career in data science or web programming, this book has you covered. This is not just a regular Python book, but a practical manual. It is more of a personal tutor with numerous hand-on practice exercises to hone your programming skills.

Название: Adversarial Multimedia Forensics
Автор: Ehsan Nowroozi, Kassem Kallas, Alireza Jolfaei
Издательство: Springer
Серия: Advances in Information Security
Год: 2024
Страниц: 298
Язык: английский
Формат: pdf (true), epub
Размер: 45.9 MB

This book explores various aspects of digital forensics, security and Machine Learning, while offering valuable insights into the ever-evolving landscape of multimedia forensics and data security. This book’s content can be summarized in two main areas. The first area of this book primarily addresses techniques and methodologies related to digital image forensics. It discusses advanced techniques for image manipulation detection, including the use of Deep Learning architectures to generate and manipulate synthetic satellite images. This book also explores methods for face recognition under adverse conditions and the importance of forensics in criminal investigations. Additionally, the book highlights anti-forensic measures applied to photos and videos, focusing on their effectiveness and trade-offs. Intended for those in Computer Science, engineering, and other related fields, this book explores the challenges and opportunities of the adversarial side of multimedia forensics. Some Machine Learning and signal processing basics are helpful but are not required. The goal is to equip readers with the knowledge to navigate this complex space and drive innovation in this exciting, ever-changing field.

Название: The Complete Coding Manual - 21th Edition, 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Страниц: 164
Язык: английский
Формат: pdf
Размер: 84.1 MB

Программирование встречается повсюду. От вашего телевизора до Международной космической станции - миллионы строк кода, управляющего и предоставляющего услуги, которые мы воспринимаем как должное. За всем этим кодом стоят программисты, которые разрабатывают наш цифровой мир, используя множество различных языков для создания Интернета, операционных систем, игр и современных развлечений. Будь то внутри самого мощного в мире суперкомпьютера или автоматизация задач на борту МКС, создание сценариев - ключ к эффективному взаимодействию между системами и людьми. Серия "Полное руководство по программированию" призвана помочь вам извлечь максимальную пользу из вашего опыта кодирования. В этой книге вы найдете идеи, концепции, руководства, советы и проекты, которые помогут вам пройти путь от новичка до продвинутого программиста, понимающего несколько языков и умеющего составлять свой собственный код. На этих страницах мы рассматриваем C++, Python и скрипты Linux.

Название: Modern Data Visualization with R
Автор: Robert Kabacoff
Издательство: CRC Press
Серия: The R Series
Год: 2024
Страниц: 272
Язык: английский
Формат: pdf (true)
Размер: 33.4 MB

Modern Data Visualization with R describes the many ways that raw and summary data can be turned into visualizations that convey meaningful insights. R is an amazing platform for data analysis, capable of creating almost any type of graph. This book helps you create the most popular visualizations–from quick and dirty plots to publication-ready graphs. The text relies heavily on the ggplot2 package for graphics, but other approaches are covered as well. It starts with basic graphs such as bar charts, scatter plots, and line charts, but progresses to less well-known visualizations such as tree maps, alluvial plots, radar charts, mosaic plots, effects plots, correlation plots, biplots, and the mapping of geographic data. Both static and interactive graphics are described and the use of color, shape, shading, grouping, annotation, and animations are covered in detail. The book moves from a default look and feel for graphs, to graphs with customized colors, fonts, legends, annotations, and organizational themes. The book is written for those new to data analysis as well as the seasoned data scientist. The reader should have some basic coding experience, but expertise in R is not required.

Название: Applications of Generative AI
Автор: Zhihan Lyu
Издательство: Springer
Год: 2024
Страниц: 607
Язык: английский
Формат: pdf (true)
Размер: 21.7 MB

This book provides a comprehensive introduction to Generative AI in terms of basic concepts, core technologies, technical architecture, and application scenarios. Readers gain a deeper understanding of the emerging discipline of Generative AI. This book covers the latest cutting-edge application technologies of Generative AI in various fields. It provides relevant practitioners with ideas to solve problems and deepen their understanding of Generative AI. At the same time, it guides and helps Generative AI and related industries to deepen their understanding of the industry and enhance professional knowledge and skills. Starting from reality, this book lists many cases and analyzes theories in a popular image. Generative AI is a class of Artificial Intelligence (AI) models. At the time of writing these lines, GAI models’ cores are mainly based on Generative Adversarial Networks (GANs) and Transformer based models such as GPT-3, GPT-3.5 and GPT-4. GAI applications can be classified as open-source, private, and closed-source GAI. Open source is more relevant to specific enterprise needs and applications, whereas private and closed-source GAI are more general-oriented solutions to AI based on Large Language Models (LLM).

Название: Знакомьтесь, Python. Секреты профессии
Автор: Евгений Павлов
Издательство: аст
Год: 2023
Формат: PDF
Страниц: 220
Размер: 1.95 Mb
Язык: Русский

Очень хочется стать программистом и войти в IT, но не знаете с чего начать? Поздравляю, в ваших руках учебник нового поколения – без кучи непонятных слов и кодов расскажем про инструменты и библиотеки для программирования на Python. И все это заправлено лайфхаками, вдохновляющими историями из мира настоящих хакеров и игрофикацией – потому что обучение не должно быть скучным.

Название: The Art of Unit Testing: With Examples in jаvascript, 3rd Edition (Final Release)
Автор: Roy Osherove, Vladimir Khorikov
Издательство: Manning Publications
Год: 2024
Страниц: 289
Язык: английский
Формат: True/Retail PDF EPUB
Размер: 12.5 MB

Unit testing is more than just a collection of tools and practices—it’s a state of mind! This bestseller reveals the master’s secrets for delivering robust, maintainable, and trustworthy code. Thousands of developers have learned to hone their code quality under the tutelage of The Art of Unit Testing. This revised third edition updates an international bestseller to reflect modern development tools and practices, as well as to cover jаvascript. Effective unit tests streamline your software development process and ensure you deliver consistent high-quality code every time. With practical examples in jаvascript and Node, this hands-on guide takes you from your very first unit tests all the way to comprehensive test suites, naming standards, and refactoring techniques. You’ll explore test patterns and organization, working with legacy code and even “untestable” code. The many tool-agnostic examples are presented in jаvascript and carefully designed so that they apply to code written in any language. The book is for anyone who writes code and is interested in learning best practices for unit testing. All the examples are written in jаvascript and TypeScript, so jаvascript developers will find the examples particularly useful.

Название: Software Design by Example: A Tool-Based Introduction with Python
Автор: Greg Wilson
Издательство: CRC Press
Год: 2024
Страниц: 343
Язык: английский
Формат: pdf (true)
Размер: 12.4 MB

The best way to learn design in any field is to study examples, and some of the best examples of software design come from the tools programmers use in their own work. Software Design by Example: A Tool-Based Introduction with Python therefore builds small versions of the things programmers use in order to demystify them and give some insights into how experienced programmers think. From a file backup system and a testing framework to a regular expression matcher, a browser layout engine, and a very small compiler, we explore common design patterns, show how making code easier to test also makes it easier to reuse, and help readers understand how debuggers, profilers, package managers, and version control systems work so that they can use them more effectively.

This material can be used for self-paced study, in an undergraduate course on software design, or as the core of an intensive weeklong workshop for working programmers. Each chapter has a set of exercises ranging in size and difficulty from half a dozen lines to a full day’s work. Readers should be familiar with the basics of modern Python, but the more advanced features of the language are explained and illustrated as they are introduced.