Название: Data Analytics and Machine Learning: Navigating the Big Data Landscape Автор: Pushpa Singh, Asha Rani Mishra, Payal Garg Издательство: Springer Серия: Studies in Big Data Год: 2024 Страниц: 357 Язык: английский Формат: pdf (true) Размер: 10.7 MB
This book presents an in-depth analysis of successful data-driven initiatives, highlighting how organizations have leveraged data to drive decision-making processes, optimize operations, and achieve remarkable outcomes. Through case studies, readers gain valuable insights and learn practical strategies for implementing data analytics, Big Data, and Machine Learning solutions in their own organizations. The book discusses the transformative power of data analytics and Big Data in various industries and sectors and how Machine Learning applications have revolutionized exploration by enabling advanced data analysis techniques for mapping, geospatial analysis, and environmental monitoring, enhancing our understanding of the world and its dynamic processes. This book explores how Big Data explosion, the power of analytics and Machine Learning revolution can bring new prospects and opportunities in the dynamic and data-rich landscape. It highlights the future research directions in data analytics, Big Data, and Machine Learning that explores the emerging trends, challenges, and opportunities in these fields by covering interdisciplinary approaches such as handling and analyzing real-time and streaming data. The study is done using a popular statistical tool named R programming.
Название: Data Analytics for Business: AI-ML-PBI-SQL-R Автор: Wolfgang Garn Издательство: Routledge Год: 2024 Страниц: 283 Язык: английский Формат: pdf (true) Размер: 29.2 MB
We are drowning in data but are starved for knowledge. Data Analytics is the discipline of extracting actionable insights by structuring, processing, analysing and visualising data using methods and software tools. Hence, we gain knowledge by understanding the data. A roadmap to achieve this is encapsulated in the knowledge discovery in databases (KDD) process. Databases help us store data in a structured way. The structure query language (SQL) allows us to gain first insights about business opportunities. Visualising the data using business intelligence tools and Data Science languages deepens our understanding of the key performance indicators and business characteristics. This can be used to create relevant classification and prediction models; for instance, to provide customers with the appropriate products or predict the eruption time of geysers. Machine Learning algorithms help us in this endeavour. Moreover, we can create new classes using unsupervised learning methods, which can be used to define new market segments or group customers with similar characteristics. Finally, Artificial Intelligence (AI) allows us to reason under uncertainty and find optimal solutions for business challenges. The material was especially designed for Business Analytics degrees with a focus on Data Science and can also be used for Machine Learning or Artificial Intelligence classes. Data Science languages such as R provide a platform to access the state-of-the-art methods for analysing business data.
Название: The Definitive Guide to KQL: Using Kusto Query Language for operations, defending, and threat hunting (Early Release) Автор: Mark Morowczynski, Rod Trent, Matthew Zorich Издательство: Microsoft Press/Pearson Education Год: 2024 Страниц: 496 Язык: английский Формат: epub Размер: 58.4 MB
KQL is a powerful query language that helps analyze a large volume of structured, semi structured, and unstructured data. KQL has inbuilt operators and functions that lets a user analyze data to find trends, patterns, anomalies, create forecasting, and machine learning. KQL underpins a variety of Microsoft cloud products - Microsoft Sentinel, Azure Data Explorer, Microsoft 365 Advanced Hunting, Azure Resource Graph, Azure Monitor and more. KQL has similarities with SQL language as well. KQL allows to write data queries and control commands for the database and the database tables. The Kusto Query Language, or KQL, is one of those foundational technologies for IT professionals, security team members, and really anyone who is leveraging the Microsoft Azure platform. If you want to turn data into insights and action, you’ll need to use KQL. What do we mean by that? There is a tremendous amount of data being generated by your Azure resources. Where KQL Is Used? KQL is used everywhere in Azure! More than 150 services—including applications, IaaS workloads, infrastructure, and the Azure platform itself—can send their data to Azure Monitor. And we can query all of it with KQL.
Название: Mastering Microsoft Dynamics 365 Business Central: A Comprehensive Guide to Successful Implementation Автор: Gomathi S. Издательство: Apress Год: 2024 Страниц: 372 Язык: английский Формат: pdf, epub Размер: 35.3 MB
Get ready to ace Microsoft Dynamics 365 Business Central and usher in an era of streamlined efficiency, enhanced productivity, and growth. This guide book is your trusty companion on your journey to becoming an ERP implementation pro. The book will take you through the entire implementation process, from initial planning to successful deployment and beyond. The book starts with an introduction to Business Central and the benefits of its implementation. It discusses pre-implementation planning and vendor selection and partnership, and you will learn budgeting and timeline along with evaluating implementation partners. You will go through project management methodologies and learn about resource allocation and team roles. Data migration and cleansing are discussed, along with configuration and customization. You will learn about change management and user adoption, as well as Integration with existing systems. The book takes you through testing and quality assurance, and you will understand how to prepare for Go-Live. You also will learn common implementation challenges and solutions, and future trends in ERP and Business Central. After reading this book, you will be able to discover the full potential and make the most out of Microsoft Dynamics 365 Business Central.
Название: Fundamentals of Metadata Management Succeed with Data, Information, and Knowledge Management (Early Release) Автор: Ole Olesen-Bagneux Издательство: O’Reilly Media, Inc. Год: 2024-03-19 Язык: английский Формат: pdf, epub, mobi Размер: 10.1 MB
Whether it's to adhere to regulations, access markets by meeting specific standards, or devise data analytics and AI strategies, companies today are busy implementing metadata repositories—metadata tools about the data, information, and knowledge in your company. Until now, most of these repositories have been implemented in isolation from one another, but that practice lies at the core of problems with data management in many companies today. Author Ole Olesen-Bagneux, chief evangelist at Zeenea, shows you how to masterfully manage your metadata repositories by properly coordinating them. That requires a data discovery team to increase insights for all key players in enterprise data management, from the CIO and CDO to enterprise and data architects. Coordinating these repositories will help you and your organization democratize data and excel at data management.
Название: Linux & Open Source Annual - Volume 9, 2024 Автор: Jon White (Editor) Издательство: Future Publishing Год: 2024 Страниц: 180 Язык: английский Формат: pdf (true) Размер: 49.3 MB
Свободное программное обеспечение с открытым исходным кодом (FOSS) в последние годы стало международным феноменом. Философия FOSS, направленная на защиту свободы пользователей, отличает ее от многих коммерческих поставщиков программного обеспечения. Постоянно обновляясь и совершенствуясь, оно расширяет границы возможного в программном обеспечении, предоставляя вам свободу в других отношениях: создавать, взламывать (в смысле "взламывать"; ведите себя хорошо!), исследовать новые способы ведения дел. Мы вместили в этот ежегодник столько интересной информации, сколько смогли, включая самые горячие дистрибутивы и FOSS для широкого круга интересных и практических приложений. Эта коллекция - настоящий кладезь знаний о Linux и открытом коде, готовый к тому, чтобы вы сразу же приступили к работе. Итак, чего же вы ждете?
Название: C# ADO.NET: Building Secure and Scalable Data Access Автор: Theophilus Edet Издательство: CompreQuest Books Серия: Mastering Database Management Series Год: 2024 Страниц: 275 Язык: английский Формат: pdf Размер: 32.5 MB
Discover the key to unlocking powerful data access solutions: Unlock the power of data access in your C# applications with "C# ADO.NET: Building Secure and Scalable Data Access." This comprehensive guide equips you with the knowledge and tools necessary to create robust, secure, and scalable data access solutions using ADO.NET. ADO.NET is a data access technology from the Microsoft.NET Framework that provides communication between relational and non-relational systems through a common set of components. Dive into the world of ADO.NET for secure data access: Are you looking to enhance your understanding of data access in C# applications? Dive into the world of ADO.NET and discover how to leverage its capabilities to build secure and scalable data access solutions. Whether you're a beginner or an experienced developer, this book provides valuable insights and practical examples to help you master the art of data access in C#. Get your copy of "C# ADO.NET: Building Secure and Scalable Data Access" today and take your C# development skills to the next level. Whether you're a seasoned professional or just starting with C#, this book has something for everyone. Don't miss out on this opportunity to become a master of data access in C# applications.
Название: Total Commander: эффективная работа с файлами и архивами (+ компакт-диск к книге) Автор: Власов К., Казаков В. Издательство: СПб.: БXB-Пeтepбуpг Год: 2009 Cтраниц: 752 Формат: djvu Размер: 83 мб Язык: русский
Total Commander - популярный файловый менеджер для повседневной работы на компьютере, позволяющий эффективно управлять файлами, каталогами и архивами - который по простоте освоения, удобству применения и мощности функций во многом превосходит используемый в Windows Проводник.
Название: Deploying Juniper Data Centers with EVPN VXLAN (Early Release) Автор: Aninda Chatterjee Издательство: Addison-Wesley Professional/Pearson Education Год: 2024 Страниц: 572 Язык: английский Формат: epub Размер: 61.7 MB
Deploying Juniper Data Centers with EVPN VXLAN is designed for engineers and architects designing, deploying, and/or maintaining small to large data centers. This book will increase productivity and streamline processing and communication by helping you understand BGP EVPN-based VXLAN, data center design, and deployment using Junos OS/EVO and interconnecting multiple data centers for various deployment applications. Aninda Chaterjee's straightforward prose and industry experience also gives you the foundational knowledge necessary for Juniper Data Center certification from the JNCIA-DC to the JNCIE-DC. Data centers are a cornerstone of today’s digital age and a critical part of modern IT infrastructure. With the advent of cloud computing, Artificial Intelligence (AI), and Machine Learning, it has become imperative for network engineers to gain an understanding of how data centers are designed, deployed, and operationally managed. Junos OS is a network operating system with a modular software architecture, developed on top of FreeBSD, which is an open-source operating system.
Название: Database and Application Security: A Practitioner's Guide (Final) Автор: R. Sarma Danturthi Издательство: Addison-Wesley Professional/Pearson Education Год: 2024 Страниц: 448 Язык: английский Формат: epub (true) Размер: 37.2 MB
An all-encompassing guide to securing your database andapplications against costly cyberattacks! Cybersecurity is both a very challenging and very fun field to work in. The ultimate law to excel in this field remains to be this—keep your eyes open, learn continuously, adapt, and grow with the field. Whether you are an application developer, DB coder, DB administrator, or system administrator, this book will help you achieve a strong security posture in your organization. But remember that cybersecurity is a security posture that can only be achieved by working with everyone around you. The first line of defense in security is YOU. This book is for IT professionals who want to learn how to secure their DB or their applications with a multi-pronged stature. System administrators can use this book in securing their hosts, creating firewall rules, and hardening the IIS side of hosting an application. The book might be helpful in learning security of software and DBs and may help with Sec+ and CISSP certifications. The book should be used at every stage of the software or DB development process to create a strong cybersecurity posture. It also helps in learning the fundamentals for an aspiring student in IT and cybersecurity. The book touches on both Oracle and SQL Server software.
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