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 Название: Predictive Safety Analytics: Reducing Risk through Modeling and Machine Learning
Автор: Robert Stevens
Издательство: CRC Press
Год: 2024
Страниц: 99
Язык: английский
Формат: pdf (true), djvu
Размер: 10.2 MB
Nearly all our safety data collection and reporting systems are backwardlooking: incident reports; dashboards; compliance monitoring systems; and so on. This book shows how we can use safety data in a forward-looking, predictive sense. Predictive Safety Analytics: Reducing Risk through Modeling and Machine Learning contains real use cases where organizations have reduced incidents by employing predictive analytics to foresee and mitigate future risks. It discusses how Predictive Safety Analytics is an opportunity to break through the plateau problem where safety rate improvements have stagnated in many organizations. The book presents how the use of data, coupled with advanced analytical techniques, including machine learning, has become a proven and successful innovation. Emphasis is placed on how the book can “meet you where you are” by illuminating a path to get there, starting with simple data the organization likely already has. Highlights of the book are the real examples and case studies that will assist in generating thoughts and ideas for what might work for individual readers and how they can adapt the information to their particular situations. Data scientists speak of their workflow in terms of a pipeline. In fact, many modern software tools for data science build upon this concept to manage the tasks associated with building models. There is a myriad of ways pipelines are put forth, and no one scheme rules them all. Python is a broad programming language with strengths in manipulating data. A large variety of “libraries” are available that are purpose-driven, such as implementing a specific Machine Learning algorithm or a collection of algorithms. | |
Разместил: Ingvar16 24-09-2023, 03:40 | Комментарии: 0 | Подробнее
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 Название: SQL Server Analytical Toolkit: Using Windowing, Analytical, Ranking, and Aggregate Functions for Data and Statistical Analysis
Автор: Angelo Bobak
Издательство: Apress
Год: 2023
Страниц: 1069
Язык: английский
Формат: pdf
Размер: 84.1 MB
This is a book on applying Microsoft SQL Server aggregate, analytical, and ranking functions across various industries for the purpose of statistical, reporting, analytical, and historical performance analysis using a series of built-in SQL Server functions affectionately known as the window functions! No, not window functions like the ones used in the C# or other Microsoft Windows application programming. They are called window functions because they implement windows into the data set generated by a query. These windows allow you to control where the functions are applied in the data by creating partitions in the query data set. “What’s a partition?” you might ask. This is a key concept you need to understand to get the most out of this book. Suppose you have a data set that has six rows for product category A and six rows for product category B. Each row has a column that stores sales values that you wish to analyze. The data set can be divided into two sections, one for each product category. These are the partitions that the window functions use. For intermediate to advanced SQL Server developers and data architects. | |
Разместил: Ingvar16 23-09-2023, 21:53 | Комментарии: 0 | Подробнее
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 Название: Using and Administering Linux: Volume 1: Zero to SysAdmin: Getting Started, 2nd Edition
Автор: David Both
Издательство: Apress
Год: 2023
Страниц: 667
Язык: английский
Формат: pdf, epub
Размер: 29.0 MB
Learn to be a Linux sysadmin and an expert user of the Linux operating system, even with no previous Linux experience. This second edition of the popular and highly rated Linux self-study training course has been fully updated to Fedora Linux 37 with expanded and revised content and figures as well new chapters on the BTRFS file system, using Zram for swap, NetworkManager, automation with Ansible, and systemd. Like the previous version, this edition has been reviewed for technical accuracy by a highly respected Linux expert and will prepare you to manage complex systems with ease and equip you for a new career. It has also been reviewed by a student who took this course to ensure its readability and flow for those with little or no previous experience with Linux. In this first volume of the training course series, you will learn about operating systems in general and Linux in particular, and explore the Linux philosophy for SysAdmins in preparation for the rest of the course. This book provides you with the tools necessary for mastering user management; installing, updating, and deleting software; and using command line tools to do performance tuning and basic problem determination. | |
Разместил: Ingvar16 22-09-2023, 10:57 | Комментарии: 0 | Подробнее
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 Название: Building Real-Time Analytics Systems: From Events to Insights with Apache Kafka and Apache Pinot (Final)
Автор: Mark Needham
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 218
Язык: английский
Формат: True EPUB (Retail Copy)
Размер: 10.1 MB
Gain deep insight into real-time analytics, including the features of these systems and the problems they solve. With this practical book, data engineers at organizations that use event-processing systems such as Kafka, Google Pub/Sub, and AWS Kinesis will learn how to analyze data streams in real time. The faster you derive insights, the quicker you can spot changes in your business and act accordingly. Author Mark Needham from StarTree provides an overview of the real-time analytics space and an understanding of what goes into building real-time applications. The book's second part offers a series of hands-on tutorials that show you how to combine multiple software products to build real-time analytics applications for an imaginary pizza delivery service. Tools and platforms such as Apache Kafka (for data streaming), Apache Flink (stream processing), Apache Pinot (data analytics) and Apache Superset (data visualization) provide an excellent foundation for real-time analytics and have seen a tremendous uptake over the last years. At the same time, getting started with implementing your first use cases can be challenging, and you might ask yourself questions such as these: Which tools to choose for which purpose? How to put the individual pieces together for a coherent solution? | |
Разместил: Ingvar16 21-09-2023, 22:28 | Комментарии: 0 | Подробнее
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 Название: Interaction Data Analytics: Methods, Tools, and Applications
Автор: Vagner Figueredo de Santana
Издательство: Leanpub
Год: 2023-04-16
Язык: английский
Формат: pdf (true)
Размер: 17.4 MB
Most of the analytics tools available focus on assessing customer clicks, but have you ever thought about how little we know about what happens in between clicks? In this book we present methods, tools, and applications so that you can start uncovering the value of multiple interaction data available when people interact with computing systems. Interaction logs are present in the most diverse platforms, from mainframes to mobile devices. Interaction data analytics gained visibility with the advent of e-commerce in the late 90s. Analytics in e-commerce aims at analyzing the most viewed/bought products, the origin of accesses, or even understanding why users gave up on buying something. These goals promoted the development of multiple tools in the area. However, when we analyze these tools considering detailed interaction data beyond click streams –with user experience, accessibility, and usability in mind–, few tools allow evaluators to get details about how a given interaction occurred. This book aims at supporting software engineers, software architects, developers, designers, HCI (Human-Computer Interaction) practitioners, and Data Scientists to consider nuances and particular characteristics of interaction logs, surpassing challenges, and gaining insights from these interaction traces as much as possible, always having accessibility and usability in mind. | |
Разместил: Ingvar16 21-09-2023, 17:39 | Комментарии: 0 | Подробнее
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 Название: Windows 11 Kickstart: A Comprehensive & Handy Guide For Beginners and Seniors
Автор: Anand Narayanaswamy
Издательство: Leanpub
Год: 2023
Страниц: 285
Язык: английский
Формат: pdf (true)
Размер: 14.1 MB
Windows 11 Kickstart teaches all the core aspects of Windows 11 operating system in a simple style. The book is designed to serve as a perfect study material for beginners and students including senior citizens who would like to learn the nuances of Windows 11 without any assistance. Windows 11 Kickstart teaches all the core aspects of the Windows 11 operating system in a simple style. The book is designed to serve as a perfect study material for beginners and students including senior citizens who would like to learn the nuances of Windows 11 without any assistance. The Windows 11 Kickstart book is supplemented with plenty of images. Moreover, the additional content inside boxes amplifies the learning process to great extent. The book also provides a short history of Microsoft Windows operating system and the computer basics. Towards the end of reading this book, readers will be able to work with Windows 11 quickly with maximum productivity. | |
Разместил: Ingvar16 21-09-2023, 17:02 | Комментарии: 0 | Подробнее
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 Название: Управление проектами в Microsoft Project 2007
Автор: Богданов В.В.
Издательство: СПб.: Питер
Год: 2008
Формат: pdf
Страниц: 592
Размер: 71 Мб
Язык: русский
Эта книга о том, как управлять отдельными проектами с помощью Microsoft Project 2007. Ее цель — дать читателю такие навыки, которые он смог бы в дальнейшем применять и при работе с профессиональной версией этого приложения. Особенность программы MS Project заключается в том, что ее невозможно эффективно использовать без знания теории управления проектами. Учебный курс разделен на четыре части, в которых рассматриваются возможности и интерфейс программы, теория планирования и практика управления проектами, рассказывается о ведении проектов и дополнительных возможностях MS Project 2007. Книга будет полезна всем, кто связан с планированием и ведением проектов в организациях. | |
Разместил: sanek1235 21-09-2023, 13:29 | Комментарии: 0 | Подробнее
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 Название: Pro Exchange Administration: Understanding On-premises and Hybrid Exchange Deployments, 3rd Edition
Автор: Jaap Wesselius. Michel de Rooij
Издательство: Apress
Год: 2023
Страниц: 941
Язык: английский
Формат: pdf, epub
Размер: 24.1 MB
Move to the current version of Exchange Server, whether it be stand-alone, on-premises, or in a hybrid configuration with Exchange Online. This book provides background information on Exchange 2019, and teaches you how to bring it up to date and keep it up to date in a consistent state. The book starts with an introduction to Exchange Server, Active Directory, Exchange Online, and Azure Active Directory (AD). It takes you through designing and installing Exchange Server and guides you in managing it. You will learn Microsoft 365 integration with Azure AD in your Exchange Server. Moving to Exchange Online, Mail Flow, and authentication are discussed so you will better understand hybrid transport. The book shows you how to secure your Exchange Server with Azure App Proxy, message hygiene, and multi-factor authentication. Also covered are compliance needs for business firms such as backup and restore, message records management, auditing, and information rights management. After reading this book, you will not only be able to install, configure, and maintain Exchange Server, but you will also know how to secure and monitor the environment. | |
Разместил: Ingvar16 21-09-2023, 02:28 | Комментарии: 0 | Подробнее
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 Название: SAP Analytics Cloud Performance Optimization Guide
Автор: Erik Bertram, Carl Dannenhauer, Melanie Holzapfel, Sandra Loop
Издательство: Rheinwerk Publishing/SAP Press
Год: 2023
Страниц: 310
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
Frustrated with slow performance in SAP Analytics Cloud? This guide is your answer! Learn the basics of solution performance and optimization and then start making your adjustments: get the story builder and analytics designer apps running smoothly, fine-tune your backend settings, and follow best practices for viewing dashboards. With detailed examples of performance improvements throughout, this book has everything you need for an optimal SAP Analytics Cloud experience! Whether you are new to SAP Analytics Cloud or are already a skilled app designer or developer does not really matter because all groups might find different aspects that they might not have known before on how to optimize the dashboard performance. All these tips and tricks are also closely aligned with our in-house development organization, which means that you get hands-on information directly from the right source. Thus, what you can expect is a book that provides technical insights into performance optimizations while guiding you through building the correct dashboard step by step. | |
Разместил: Ingvar16 20-09-2023, 17:03 | Комментарии: 0 | Подробнее
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 Название: ChatGPT Cheat Sheet for Data Science
Автор: DataCamp
Издательство: DataCamp
Год: 2023
Язык: английский
Формат: pdf
Размер: 29.4 MB
In this cheat sheet, gain access to 60+ ChatGPT prompts for data science tasks. ChatGPT has taken the (data) world by storm and is growing to be one of the more useful tools out there across a variety of tasks. In this cheat sheet, we'll focus on useful prompts data scientists can use in ChatGPT as part of their data workflows. | |
Разместил: Ingvar16 19-09-2023, 20:21 | Комментарии: 0 | Подробнее
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