Название: Financial Data Engineering: Design and Build Data-Driven Financial Products
Автор: Tamer Khraisha
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 571
Язык: английский
Формат: epub
Размер: 11.4 MB

Today, investment in financial technology and digital transformation is reshaping the financial landscape and generating many opportunities. Too often, however, engineers and professionals in financial institutions lack a practical and comprehensive understanding of the concepts, problems, techniques, and technologies necessary to build a modern, reliable, and scalable financial data infrastructure. This is where financial data engineering is needed. A data engineer developing a data infrastructure for a financial product possesses not only technical data engineering skills but also a solid understanding of financial domain-specific challenges, methodologies, data ecosystems, providers, formats, technological constraints, identifiers, entities, standards, regulatory requirements, and governance. This book offers a comprehensive, practical, domain-driven approach to financial data engineering, featuring real-world use cases, industry practices, and hands-on projects. This book serves a wide audience. This includes individuals working at institutions such as banks, investment firms, financial data providers, asset management companies, security exchanges, regulatory bodies, financial software vendors, and many more. It is designed for data engineers, software developers, quantitative developers, financial analysts, and Machine Learning practitioners who are managing and/or working with financial data and financial data-driven products. Prerequisites: - Python programming; - SQL and PostgreSQL; - Using tools like Python JupyterLab, Python Notebooks, and Pandas; - Running Docker containers locally; - Basic Git commands.

Название: Энергия в клетке
Автор: Ирина Зезулева
Издательство: Интернет-издание
Год: 2024
Формат: PDF
Страниц: 26
Размер: 96 Mb
Язык: Русский

Митохондриальная дисфункция - это обширная группа патологических состояний, обусловленных генетическими, структурными, биохимическими дефектами митохондрий, нарушением тканевого дыхания, снижение синтеза АТФ и, как следствие, недостаточностью энергетического обмена.

Название: Рython, Django, Data Science
Автор: Протодьяконов А. В., Пылов П. А., Майтак Р. В.
Издательство: Инфра-Инженерия
Год: 2024
Формат: PDF
Страниц: 518
Размер: 104 Mb
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: Statistical Machine Learning for Engineering with Applications
Автор: Jürgen Franke, Anita Schöbel
Издательство: Springer
Год: 2024
Страниц: 393
Язык: английский
Формат: pdf (true)
Размер: 17.9 MB

This book offers a leisurely introduction to the concepts and methods of Machine Learning. Readers will learn about classification trees, Bayesian learning, neural networks and Deep Learning, the design of experiments, and related methods. For ease of reading, technical details are avoided as far as possible, and there is a particular emphasis on applicability, interpretation, reliability and limitations of the data-analytic methods in practice. To cover the common availability and types of data in engineering, training sets consisting of independent as well as time series data are considered. To cope with the scarceness of data in industrial problems, augmentation of training sets by additional artificial data, generated from physical models, as well as the combination of Machine Learning and expert knowledge of engineers are discussed. This book is dedicated to statistical learning in engineering applications. Its main purpose is to introduce engineers to this exciting new area without requiring more than the most basic training in mathematics and statistics, which usually is part of the engineering education. On this level, it is also of interest for students of Data Science or related disciplines as a first primer on statistical learning with a focus on ideas and not on technical details. As a software, we use basic MATLAB and its toolbox Statistics and Machine Learning. For readers who, for the first time, are interested in applying statistical learning procedures themselves, we would recommend as a starting point R or Python due to the large variety of ready-made routines instead. The focus is on fundamental ideas, applicability and the pitfalls of Machine Learning in industry and science, where data are often scarce. Requiring only very basic background in statistics, the book is ideal for self-study or short courses for engineering and science students.

Название: The Complete Node.js Guide: A Detailed Guide to Learning Node.js, Featuring In-Depth Explanations, Practical Examples, and Best Practices for Professional Developers
Автор: Jiho Seok
Издательство: Independently published
Год: 2024
Страниц: 369
Язык: английский
Формат: epub
Размер: 64.3 MB

The Complete Node.js Guide is your comprehensive guide to mastering the powerful Node.js platform. This book is thoughtfully crafted to cater to both beginners and experienced developers, offering a deep dive into the essential and advanced concepts of Node.js. This book is crafted to guide you through the intricacies of Node.js, whether you're just starting your journey or looking to deepen your expertise. Node.js has revolutionized the world of server-side programming with its efficient, non-blocking I/O model, enabling the creation of high-performance applications that scale. In this comprehensive guide, we will explore the foundational concepts of Node.js and progressively delve into more advanced topics. The aim is to provide a clear and thorough understanding of Node.js, empowering you to build robust, efficient, and scalable applications. Node.js continues to evolve, and staying updated with the latest versions is crucial for leveraging its full potential. Throughout this book, we use the latest software versions available at the time of writing, ensuring you are equipped with up-to-date knowledge and practices. This book is designed to be a practical, hands-on guide that complements your learning journey. Each chapter builds upon the previous ones, with clear explanations, code examples, and best practices. Whether you are a beginner eager Node.js continues to evolve, and staying updated with the latest versions is crucial for leveraging its full potential. Throughout this book, we use the latest software versions available at the time of writing, ensuring you are equipped with up-to-date knowledge and practices.

Название: Пошаговый гайд Как войти в IT?
Автор: Антон
Издательство: Stepik
Год: 2024
Формат: HTML
Страниц: много
Размер: 69 Mb
Язык: Русский

Этот гайд абсолютно для всех. Материал написан простым языком, который понятен для любого уровня. Если ты не знаешь с чего начать, не понимаешь как выбрать IT специальность и что вообще делать, то этот пошаговый гайд точно для тебя!

Название: Integrated Microelectronic Devices: Physics and Modeling
Автор: J.A. del Alamo
Издательство: Pearson
Год: 2017
Страниц: 868
Язык: английский
Формат: pdf (true)
Размер: 28.4 MB

A modern take on microelectronic device engineering. Microelectronics is a 50-year-old engineering discipline still undergoing rapid evolution and societal adoption. Integrated Microelectronic Devices: Physics and Modeling fills the need for a rigorous description of semiconductor device physics that is relevant to modern nanoelectronics. The central goal is to present the fundamentals of semiconductor device operation with relevance to modern integrated microelectronics. Emphasis is devoted to frequency response, layout, geometrical effects, parasitic issues and modeling in integrated microelectronics devices (transistors and diodes). In addition to this focus, the concepts learned here are highly applicable in other device contexts. The central goal of this book is to present the fundamentals of semiconductor device operation with relevance to modern integrated microelectronics (as opposed to, say, photonics, energy conversion devices, or power electronics). This means that no optical devices nor power devices of any kind are described. In contrast, emphasis is devoted to frequency response, layout, geometrical effects, parasitic issues and modeling in integrated microelectronics devices (transistors and diodes). In spite of this focus, the concepts learned here are highly applicable in other device contexts. This book should be a great resource for a broad range of students with a diverse set of interests.

Название: Home Networking User Manual - 10th Edition, 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Страниц: 164
Язык: английский
Формат: pdf
Размер: 104.2 MB

Your home network is constantly under pressure to serve volumes of data to your computers, smart TVs, games consoles and more. While most of the time they work without too much hassle and interference, there are times when the router will drop its connection to the Internet, or your Wi-Fi stops working altogether. These are the times when knowing a little bit more about how it all works will help save you a lot of headaches - mostly from other members of the family! This book will help you get to grips with the technology involved in creating your network. What equipment is needed, and what it does, and how you can get the best from every piece of the networking puzzle. Inside you'll discover how best to setup a home network, how to improve it, and how to secure it. There are sections on protecting yourself online, how to avoid viruses and malware, how to encrypt your data, how to recover from a digital disaster, and howto become more Internet and social media aware and secure. There are in-depth guides on using a Virtual Private Network, advanced tips and tricks on Windows networking commands, and how to protect your data when out and about.

Название: Гайд по стебу
Автор: Марни Кинрис
Издательство: Интернет-издание
Год: 2024
Формат: PDF
Страниц: 44
Размер: 4.8 Mb
Язык: Русский

Гайд по стебу заострит ваш ум, даст вам фантастическое чувство юмора и суперспособность бесконечно вести разговоры с девушками — ВСЕ СРАЗУ — в течение 30 дней или меньше — даже если у вас не получается разговаривать с девушками прямо сейчас!​

Название: Azure SQL Revealed: The Next-Generation Cloud Database with AI and Microsoft Fabric, 2nd Edition
Автор: Bob Ward
Издательство: Apress
Год: 2024
Страниц: 536
Язык: английский
Формат: pdf
Размер: 51.9 MB

Access detailed content and examples on Azure SQL, a set of cloud services that allows for SQL Server to be deployed in the cloud. This book teaches the fundamentals of deployment, configuration, security, performance, and availability of Azure SQL from the perspective of these same tasks and capabilities in SQL Server. This distinct approach makes this book an ideal learning platform for readers familiar with SQL Server on-premises who want to migrate their skills toward providing cloud solutions to an enterprise market that is increasingly cloud-focused. If you know SQL Server, you will love this book. You will be able to take your existing knowledge of SQL Server and translate that knowledge into the world of cloud services from the Microsoft Azure platform, and in particular into Azure SQL. This book provides information never seen before about the history and architecture of Azure SQL. Author Bob Ward is a leading expert with access to and support from the Microsoft engineering team that built Azure SQL and related database cloud services. He presents powerful, behind-the-scenes insights into the workings of one of the most popular database cloud services in the industry. This book also brings you the latest innovations for Azure SQL including Azure Arc, Hyperscale, generative AI applications, Microsoft Copilots, and integration with the Microsoft Fabric. This book is designed to teach SQL Server in the Azure cloud to the SQL Server professional.