Название: Data Science for Genomics
Автор: Amit Kumar Tyagi, Ajith Abraham
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 314
Язык: английский
Формат: pdf (true)
Размер: 13.6 MB

Data Science for Genomics presents the foundational concepts of data science as they pertain to genomics, encompassing the process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions and supporting decision-making. Sections cover Data Science, Machine Learning, Deep Learning, data analysis, and visualization techniques. The authors then present the fundamentals of Genomics, Genetics, Transcriptomes and Proteomes as basic concepts of molecular biology, along with DNA and key features of the human genome, as well as the genomes of eukaryotes and prokaryotes. Automated ML, abbreviated and popularly known as AutoML, is a process of applying automation to the ML life cycle with the aim to automate the repetitive tasks of it. This will provide an edge to the technology by not only democratizing it and making it accessible to all but will have various other advantages like reduction of the model run time, a well-tuned model, various evaluation metrics to judge the model performance, etc.

Название: Business Financial Planning with Microsoft Excel
Автор: Gavin Powell
Издательство: CRC Press
Год: 2023
Страниц: 224
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Business Finance Planning with Microsoft Excel shows how to visualize, plan, and put into motion an idea for creating a start-up company. Microsoft Excel is a tool that makes it easier to build a business financial planning process for a new business venture. Written around an IT startup case study, the book presents a host of Excel worksheets describing the case study along with accompanying blank forms. Readers can use these forms in their own businesses, so they can build parts of their own business plans as they go. This is intended to be a practical guide that teaches and demonstrates by example, in the end presenting a usable financial model to build and tweak a financial plan with a set of customizable Excel worksheets. The book uses practical techniques to help with the planning processing.

Название: Practical Data Privacy: Enhancing Privacy and Security in Data (Final Release)
Автор: Katharine Jarmul
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 500
Язык: английский
Формат: pdf, epub (true)
Размер: 12.6 MB

Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure to ensure data privacy. Unfortunately, integrating privacy into data systems is still complicated. This essential guide will give you a fundamental understanding of modern privacy building blocks, like differential privacy, Federated Learning, and encrypted computation. Based on hard-won lessons, this book provides solid advice and best practices for integrating breakthrough privacy-enhancing technologies into production systems. What Is Data Privacy? In a simple sense, data privacy protects data and people by enabling and guaranteeing more privacy for data via access, use, processing, and storage controls. Usually this data is people-related, but it applies to all types of processing. This definition, however, doesn’t fully cover the world of data privacy. Federated Learning (FL) and distributed Data Science provide new ways to think about how you do data analysis by keeping data at the edge: on phones, laptops, edge services — or even on-premise architecture or separate cloud architecture when working with partners.

Название: Microsoft Excel 2023: The Comprehensive Guide: The Ultimate Guide To Master Excel Features & Formulas. Become A Pro From Scratch in Just 7 Days With Step-By-Step Instructions, Clear Illustration, and Practical Examples
Автор: Mike Shepard
Издательство: Independently published
Год: 2023
Страниц: 169
Язык: английский
Формат: epub
Размер: 31.8 MB

Microsoft Excel is a data analysis and representation application for fabricating a large number of data, expenditure and income, predictions, and many accounting-related activities. The application can be used in areas such as accounting, finance, and calculation operations. Excel comes with an interesting User Interface; graphics and it is also widely popular. Whether you're a beginner or an experienced Excel user, this comprehensive guide to Microsoft Excel 2023 will take your skills to the next level. With step-by-step instructions and real-world examples, you'll learn everything you need to know to harness the full power of Excel for data analysis, visualization, and automation. Discover the latest features and updates in Excel 2023, including improved data modeling and collaboration tools, advanced formula and function options, and enhanced visualization capabilities. From creating custom charts and graphs to automating repetitive tasks with macros and VBA, this guide covers it all.

Название: Modernize Applications with Apache Kafka: Discover the Next Generation of Messaging for Your Applications
Автор: Jennifer Vargas, Richard Stroop
Издательство: O’Reilly Media, Inc.
Год: 2023-04-14
Язык: английский
Формат: pdf, epub (true)
Размер: 10.2 MB

Application modernization has become increasingly important as older systems struggle to keep up with today's requirements. When you migrate legacy monolithic applications to microservices, easier maintenance and optimized resource utilization generally follow. But new challenges arise around communication within services and between applications. You can overcome many of these issues with the help of modern messaging technologies such as Apache Kafka.

Название: Data Centers of the Future: Reaching Sustainability
Автор: Jon Lin, Gary Aitkenhead
Издательство: O’Reilly Media, Inc.
Год: 2023-04-17
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

As the demand for data grows exponentially, industries are looking to more sustainably grow their digital business footprint to maximize the benefits of the digital economy. Data centers, long perceived as egregious users of energy, are now strategically positioned to offer eco-friendly digital infrastructure. In their new role, these centers can support a material positive impact on global sustainability and climate change through the development of key innovations and efficiencies. Three big trends are driving growth in every business and, in turn, driving the need for sustainable data centers. First, every business is a digital business, and every business that wants to succeed in the 21st century needs to negotiate its own transition to the digital economy. The technology industry has buzzed about Big Data, Data Science, and now Machine Learning and Artificial Intelligence, requiring larger and richer datasets at each stage.

Название: Linux For Beginners - 14th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 89
Язык: английский
Формат: pdf
Размер: 34.8 MB

Данная книга содержит подробную информацию о Linux, его основных функциях и возможностях. Вы научитесь устанавливать Linux на свой компьютер, работать с командной строкой, управлять пользователями и файлами, а также создавать сетевые подключения и настраивать различные службы. В книге также приведены реальные примеры программ, которые вы можете создать с помощью скриптов на Bash. Эта книга является отличным ресурсом для начинающих программистов Linux и будет полезна как для профессионалов, так и для любителей. В ней вы найдете все необходимые сведения, чтобы начать свой путь в мире программирования Linux и создавать потрясающие приложения.

Название: Excel for Finance and Accounting: Learn how to optimize Excel formulas and functions for financial analysis
Автор: Suraj Kumar Lohani
Издательство: BPB Publications
Год: 2023
Страниц: 158
Язык: английский
Формат: epub
Размер: 14.5 MB

Everything you need to know about using Excel for finance and accounting functions. Excel is a widely-used tool in finance and accounting, and this book provides a comprehensive guide on how to utilize it for maximum efficiency. The book covers basic to advanced Excel functions such as data manipulation, financial modeling, and scenario analysis. It also offers practical tips on how to create professional-looking reports, charts, and tables, which are essential in presenting financial data to stakeholders. With Excel's ever-evolving features and functions, it can be challenging for professionals to keep up with its latest updates. This book keeps you updated with the latest Excel features and offers practical examples of how to apply them in finance and accounting. Additionally, it offers tips on how to use Excel to automate repetitive tasks, freeing up more time for strategic analysis and decision-making.

Название: Windows 11 for Beginners: The Complete Step-by-Step User Guide to Learn and Take Full Use of Windows 11
Автор: Kyle A. Veltri
Издательство: Independently published
Год: 2023
Страниц: 248
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Are You Interested in Mastering Windows 11 and Strengthening Your User Skills?Would You Like to Find a Simple and Comprehensive Guide to Help You Learn Windows 11 Even Though It's Your First Time Using it?Are You Considering Purchasing a New Computer and Want to Know What Features Windows 11 as well as its Novelties Need to Function at Their Highest Potential? Keep reading if you said "YES" to any of those, as this book is perfect for you. This is a detailed reference book made to help new users in navigating the most recent operating system from Microsoft. It is perfect for those getting ready to use Windows 11 for the first time and seeking to grasp the fundamentals of the platform's operations as well as those looking to delve further into the finer details.

Название: IT Infrastructure Architecture - Infrastructure Building Blocks and Concepts 4th Edition
Автор: Sjaak Laan
Издательство: Lulu Press
Год: 2023
Страниц: 338
Язык: английский
Формат: pdf, epub
Размер: 11.2 MB

This book is about information technology (IT) infrastructure architecture. Infrastructure refers to all the hardware and system software components required to run IT applications. And infrastructure architecture describes the overall design and evolution of that infrastructure. This book explains how infrastructure components work at the architectural level. This means that components are described in building blocks that are tied to specific infrastructure technologies. IT infrastructure is the system of hardware, software, facilities and service components that support the delivery of business systems and IT-enabled processes.