Название: Capitalizing Data Science: A Guide to Unlocking the Power of Data for Your Business and Products
Автор: Mathangi Sri Ramachandran
Издательство: BPB Publications
Год: 2023
Страниц: 229
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Unlock the Potential of Data Science and Machine Learning to Your Business and Organization. Can you foresee how your company and its products will benefit from data science? How can the results of using AI and ML in business be tracked and questioned? Do questions like ‘how do you build a data science team?’ keep popping into your head?
All these strategic concerns and challenges are addressed in this book. Firstly, the book explores the evolution of decision-making based on empirical evidence. The book then helps compare the data-supported era with the current data-led era. It also discusses how to successfully run a Data Science project, the lifecycle of a data science project, and what it looks like. The book dives fairly in-depth into various today's data-led applications, highlights example datasets, discusses obstacles, and explains Machine Learning models and algorithms intuitively.

Название: Artificial Intelligence and Blockchain in Digital Forensics
Автор: P. Karthikeyan, Hari Mohan Pandey, Velliangiri Sarveshwaran
Издательство: River Publishers/Routledge
Год: 2023
Страниц: 297
Язык: английский
Формат: pdf (true)
Размер: 24.3 MB

Digital forensics is the science of detecting evidence from digital media like a computer, smart phone, server, or network. It provides the forensic team with the most beneficial methods to solve confused digital-related cases. Artificial Intelligence (AI) and Blockchain can be applied to solve online predatory chat cases and photo forensics cases, provide network service evidence, custody of digital files in forensic medicine, and identify roots of data scavenging. We can use AI and blockchain design frameworks to make the digital forensic process efficient and straightforward. AI features help determine the contents of a picture, detect spam email messages and recognize swatches of hard drives that could contain suspicious files. Blockchain-based lawful evidence management schemes can supervise the entire evidence flow of all of the court data. Deep Learning is an essential part of Data Science because it supports predictive analytics and allows data scientists to rapidly and cheaply gather, organize, analyze, and understand massive quantities of data.

Название: Macs All-in-One For Dummies, 6th Edition
Автор: Paul McFedries
Издательство: For Dummies
Год: 2023
Страниц: 803
Язык: английский
Формат: pdf (true)
Размер: 68.4 MB

The huge reference guide you need to use the full power of your Mac. Macs All-in-One For Dummies truly covers it all. This compete reference guide contains five books in one, so you can learn all your Mac is capable of. You’ll get a complete understanding of your computer, so you can use it for pleasure or business, become a multimedia master, surf the web like a pro, troubleshoot problems as they arise, and so much besides. This latest edition is updated for the newest version of macOS, the hottest apps, and the just-released Macs. Running an older Mac? Don’t worry, this book won’t leave you behind. Everything you need to do on your Mac can be learned with the help of Macs All-in-One For Dummies.

Название: CompTIA Data+ DA0-001 Exam Cram
Автор: Akhil Behl, Siva G. Subramanian
Издательство: Pearson Education, Inc.
Год: 2023
Страниц: 528
Язык: английский
Формат: epub
Размер: 17.7 MB

CompTIA® Data+ DA0-001 Exam Cram is an all-inclusive study guide designed to help you pass the CompTIA Data+ DA0-001 exam. Prepare for test day success with complete coverage of exam objectives and topics, plus hundreds of realistic practice questions. Extensive prep tools include quizzes, Exam Alerts, and our essential last-minute review CramSheet. The powerful Pearson Test Prep practice software provides real-time assessment and feedback with two complete exams. Data comes in various formats and forms, and you will get to know more about them in Chapter 3, “Data Types and Types of Data.” Moreover, where and how data is stored and utilized are important aspects of the data life cycle, which is covered in Chapter 1, “Understanding Databases and Data Warehouses,” and Chapter 2, “Understanding Database Schemas and Dimensions.”

Название: How to Think about Data Science
Автор: Diego Miranda-Saavedra
Издательство: CRC Press
Серия: Data Science Series
Год: 2023
Страниц: 300
Язык: английский
Формат: pdf (true)
Размер: 147.8 MB

This book is a timely and critical introduction for those interested in what Data Science is (and isn’t), and how it should be applied. The language is conversational and the content is accessible for readers without a quantitative or computational background; but, at the same time, it is also a practical overview of the field for the more technical readers. The overarching goal is to demystify the field and teach the reader how to develop an analytical mindset instead of following recipes. The book takes the scientist’s approach of focusing on asking the right question at every step as this is the single most important factor contributing to the success of a data science project. Upon finishing this book, the reader should be asking more questions than I have answered. This book is, therefore, a practising scientist’s approach to explaining Data Science through questions and examples.

Название: Microsoft Azure For Dummies, 2nd Edition
Автор: Jack Hyman
Издательство: For Dummies
Год: 2023
Страниц: 419
Язык: английский
Формат: pdf (true)
Размер: 26.6 MB

The must-have reference for Azure newcomers. As Microsoft's Azure platform takes a larger stake in the cloud computing world, more tech pros need to know the ins-and-outs of this fast-growing platform. Microsoft Azure For Dummies is the essential guide for users who are new to the platform. Take your first steps into the world of Azure as you learn all about the core services―straight from a Microsoft expert. This book covers the Azure essentials you need to know, including building a virtual network on Azure, launching and scaling applications, migrating existing services, and keeping everything secure. In classic Dummies style, you’ll learn the fundamentals of Azure’s core services and―when you’re ready―how to move into more advanced services. Updated to included expanded information on data resources, Machine Learning, Artificial Intelligence, and collaboration, Microsoft Azure For Dummies, 2nd Edition answers the call for an entry-level, comprehensive guide that provides a simple-to-understand primer on core Azure services.

Название: Financial Modelling in Power BI: Forecasting Business Intelligently
Автор: Jonathan Liau, Liam Bastick
Издательство: SumProduct Pty Limited
Год: 2022
Страниц: 354
Язык: английский
Формат: pdf (true), epub
Размер: 50.9 MB

Just like a shovel, this book is genuinely ground-breaking. It hits you over the head with the proverbial gardening tool, implementing the way forward for financial modelling. Many working in banking and finance create their financial models in Excel and then import them into Power BI for graphical interpretation and further analysis. Not on our watch. We're going to jettison the universal spreadsheet and build the entire model in Power BI. We can't stress how far off the range we're taking the horses. If you are reading this, you are a true pioneer. Some have managed to build the odd financial statement in Power BI, but all three? This is where you can gain a major advantage in the workplace. If you build the calculations for financial statements in Power BI, you can produce statements by product, by customer, by geography... Get the picture? The limitation will be restricted to the granularity of the underlying data and your imagination.This book unearths some of the tricks, measures, logic and tools needed to build the model (there is no need to bury your mistakes). We just can't promise you a rose garden...With the usual jokes in spades, it's just a shame we couldn't get Doug (get it?) to assist. Power BI – Microsoft’s self-service business intelligence and data visualisation tool – is becoming both more versatile and more popular each month. Today’s analysts need to use the best, most powerful and flexible analytical software for their work.

Название: Up Up and Array!: Dynamic Array Formulas for Excel 365 and Beyond
Автор: Abbott Ira Katz
Издательство: Apress
Год: 2023
Страниц: 235
Язык: английский
Формат: pdf
Размер: 20.6 MB

Understand the power of dynamic arrays: a single formula can generate new and vastly more efficient spreadsheet possibilities. This book introduces spreadsheet users to dynamic array functions in Microsoft Excel 365, defines and details the distinctive ways in which they work, and shows how they can be applied to a wide swath of data-analytic tasks. While array formulas and functions have long held a place in the spreadsheet toolbox (although, for many of us, shunted to an obscure corner), the dynamic array engine offers a more user-friendly and intelligible set of means for manipulating spreadsheet data in the array mode. The single-formula, multi-cell capability of dynamic arrays has been extended to nearly all existing spreadsheet functions, offering a new, default way of working. As a result, many tasks can now be executed with dynamic arrays without having to resort to the new functions at all.

Название: Security Strategies in Linux Platforms and Applications, 3rd Edition
Автор: Ric Messier, Michael Jang
Издательство: Jones & Bartlett Learning
Год: 2022
Страниц: 500
Язык: английский
Формат: epub (true)
Размер: 32.1 MB

Security Strategies in Linux Platforms and Applications, Third Edition covers major aspects of security on a Linux system. The first part of this book describes the risks, threats, and vulnerabilities associated with Linux as an operating system. Linux is a common operating system used for Internet infrastructure. As a result, a big focus for this book is on implementing strategies that you can use to protect your system implementations, even in cases where they are public facing. To that end, this book uses examples from two of the major distributions built for the server: Red Hat Enterprise Linux and Ubuntu (Server Edition). With Linux, security is much more than just firewalls and permissions. Part Two of the book shows you how to take advantage of the layers of security available to Linux—user and group options, filesystems, and security options for important services, as well as the security modules associated with Application Armor (AppArmor) and Security Enhanced Linux (SELinux). It also covers encryption options where available. The final part of this book explores the use of both open source and proprietary tools when building a layered security strategy for your Linux operating system environments.

Название: Exam Ref AZ-305 Designing Microsoft Azure Infrastructure Solutions
Автор: Ashish Agrawal, Gurvinder Singh, Avinash Bhavsar
Издательство: Microsoft Press/Pearson Education
Год: 2023
Страниц: 285
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Prepare for Microsoft Exam AZ-305 and help demonstrate your real-world expertise in designing cloud and hybrid solutions that run on Microsoft Azure, including identity, governance, monitoring, data storage, business continuity, and infrastructure. Designed for modern IT professionals, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified Expert level. The purpose of the AZ-305 certification exam is to test your knowledge and understanding of the Microsoft Azure platform, including networking, virtualization, identity, security, business continuity, disaster recovery, data platforms, and governance. The exam is targeted toward Azure Solutions Architects, and includes coverage of advising the stakeholders responsible for translating business requirements into secure, scalable, and reliable cloud solutions. This book provides comprehensive coverage of exam domain objectives, including in-depth explanations and demonstrations of real-world design scenarios.