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 Название: Data Science for Public Policy
Автор: Jeffrey C. Chen, Edward A. Rubin
Издательство: Springer
Серия: Springer Series in the Data Sciences
Год: 2021
Страниц: 365
Язык: английский
Формат: pdf (true)
Размер: 19.6 MB
This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector. An expansion of the quantitative economics frameworks presented in policy and business schools, this book emphasizes the process of asking relevant questions to inform public policy. Its techniques and approaches emphasize data-driven practices, beginning with the basic programming paradigms that occupy the majority of an analyst’s time and advancing to the practical applications of statistical learning and Machine Learning. The text considers two divergent, competing perspectives to support its applications, incorporating techniques from both causal inference and prediction. Additionally, the book includes open-sourced data as well as live code, written in R and presented in notebook form, which readers can use and modify to practice working with data. | |
Разместил: Ingvar16 1-09-2021, 16:55 | Комментарии: 0 | Подробнее
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 Название: Enterprise Solution Architecture - Strategy Guide: A Roadmap to Transform, Migrate, and Redefine Your Enterprise Infrastructure along with Processes, Tools, and Execution Plans
Автор: Nitesh Garg, Atul Sharma
Издательство: BPB Publications
Год: 2021
Страниц: 732
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
An elite guide for building an exclusive distinctive career. Enterprise Solution Architecture - Strategy Guide takes you through all the essential concepts, strategies, workflows, documentation, and process maps that guide you in designing solutions that meet your existing enterprise architecture. Anyone who thinks about designing a strategy, defining and implementing a project, or transforming the project from poor execution to new techniques are the most opportunistic readers of this book. Azure migrate Server Migration tool along with Azure DMS is another tool offering from Microsoft Azure which have similar architecture (not same) as other tools like AWS SMS or some other migration tool. There are few differences from other tools. Each tool discussed above is simple and specific, results-oriented, with the potential to revolutionize your work and for specific cloud providers. | |
Разместил: Ingvar16 1-09-2021, 15:31 | Комментарии: 0 | Подробнее
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 Название: Modern Linux System Administration: A Practical Guide to Installation, Configuration, and Management (Early Release)
Автор: Ken Hess
Издательство: O’Reilly Media, Inc.
Год: 2021-08-31
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
This essential guide covers all aspects of Linux system administration, from user maintenance, backups, filesystem housekeeping, storage management, and network setup to hardware and software troubleshooting and some application management. It's both a practical daily reference manual for sysadmins and IT pros and a handy study guide for those taking Linux certification exams. You'll turn to it frequently, not only because of the sheer volume of valuable information it provides but because of the real-world examples within and the clear, useful way the information is presented. | |
Разместил: Ingvar16 1-09-2021, 00:31 | Комментарии: 0 | Подробнее
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 Название: Solution Architecture Foundations
Автор: Mark Lovatt
Издательство: BCS, The Chartered Institute for IT
Год: 2021
Страниц: 822
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Solution architecture is a relatively new specialism but is at the very heart of the relationship between business and IT. This book is an authoritative and practical introduction, suitable for new entrants to the field but also of benefit to experienced professionals wishing to consolidate their knowledge and skills. The tools and techniques of solution architecture are presented in the context of a framework and life cycle, taking a problem or idea through logical steps to design a holistic and evidence-based solution. There is a focus on collaboration with the business as well as other disciplines such as enterprise architecture, business analysis and cyber security. | |
Разместил: Ingvar16 31-08-2021, 14:44 | Комментарии: 0 | Подробнее
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 Название: Interactive Reports in SAS Visual Analytics
Автор: Nicole Ball
Издательство: SAS Institute
Год: 2021
Страниц: 230
Язык: английский
Формат: epub
Размер: 10.1 MB
This book contains a variety of examples that enable you to create interactive reports in SAS Visual Analytics using advanced features and customization. You can create interactive links to external websites, use parameters to give the viewer more control over the report, create and add custom graphs and third-party visualizations, execute SAS code using SAS Viya jobs, and even embed report content in your own web pages and apps. This book does not discuss basic functionality in SAS Visual Analytics, like how to create reports, use report objects, apply filters, or add basic actions or links. It is intended for users that are already familiar with both basic and advanced functionalities in SAS Visual Analytics and want to create more advanced interactive reports that enable viewers to exert more control over their report-viewing experience. | |
Разместил: Ingvar16 31-08-2021, 03:28 | Комментарии: 0 | Подробнее
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 Название: Smart Log Data Analytics: Techniques for Advanced Security Analysis
Автор: Florian Skopik, Markus Wurzenberger, Max Landauer
Издательство: Springer
Год: 2021
Страниц: 210
Язык: английский
Формат: pdf (true), epub
Размер: 20.6 MB
Prudent event monitoring and logging are the only means that allow system operators and security teams to truly understand how complex systems are utilized. Log data are essential to detect intrusion attempts in real time or forensically work through previous incidents to create a vital understanding of what has happened in the past. This book provides insights into smart ways of computer log data analysis, with the goal of spotting adversarial actions. It is organized into 3 major parts with a total of 8 chapters that include a detailed view on existing solutions, as well as novel techniques that go far beyond state of the art. The first part of this book motivates the entire topic and highlights major challenges, trends and design criteria for log data analysis approaches, and further surveys and compares the state of the art. | |
Разместил: Ingvar16 29-08-2021, 18:17 | Комментарии: 0 | Подробнее
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 Название: Data through Movement: Designing Embodied Human-Data Interaction for Informal Learning
Автор: Francesco Cafaro, Jessica Roberts
Издательство: Morgan & Claypool
Серия: Synthesis Lectures on Visualization
Год: 2021
Страниц: 127
Язык: английский
Формат: pdf (true)
Размер: 45.2 MB
When you picture human-data interactions (HDI), what comes to mind? The datafication of modern life, along with open data initiatives advocating for transparency and access to current and historical datasets, has fundamentally transformed when, where, and how people encounter data. People now rely on data to make decisions, understand current events, and interpret the world. We frequently employ graphs, maps, and other spatialized forms to aid data interpretation, yet the familiarity of these displays causes us to forget that even basic representations are complex, challenging inscriptions and are not neutral; they are based on representational choices that impact how and what they communicate. This book draws on frameworks from the learning sciences, visualization, and human-computer interaction to explore embodied HDI. | |
Разместил: Ingvar16 28-08-2021, 15:21 | Комментарии: 0 | Подробнее
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 Название: Big Data and Social Science: Data Science Methods and Tools for Research and Practice, 2nd Edition
Автор: Ian Foster, Rayid Ghani, Ron S. Jarmin, Frauke Kreuter, Julia Lane
Издательство: CRC Press
Год: 2021
Формат: PDF
Страниц: 413
Размер: 26,4 Mb
Язык: English
Big Data and Social Science: Data Science Methods and Tools for Research and Practice, Second Edition shows how to apply data science to real-world problems, covering all stages of a data-intensive social science or policy project. Prominent leaders in the social sciences, statistics, and computer science as well as the field of data science provide a unique perspective on how to apply modern social science research principles and current analytical and computational tools. The text teaches you how to identify and collect appropriate data, apply data science methods and tools to the data, and recognize and respond to data errors, biases, and limitations. | |
Разместил: vitvikvas 26-08-2021, 20:20 | Комментарии: 0 | Подробнее
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 Название: Quantile Regression: Applications on Experimental and Cross Section Data using EViews
Автор: I. Gusti Ngurah Agung
Издательство: Wiley
Год: 2021
Формат: EPUB, PDF
Размер: 67 Мб
Язык: английский / English
A thorough presentation of Quantile Regression designed to help readers obtain richer information from data analyses. The conditional least-square or mean-regression (MR) analysis is the quantitative research method used to model and analyze the relationships between a dependent variable and one or more independent variables, where each equation estimation of a regression can give only a single regression function or fitted values variable. As an advanced mean regression analysis, each estimation equation of the mean-regression can be used directly to estimate the conditional quantile regression (QR), which can quickly present the statistical results of a set nine QR(τ)s for τ(tau)s from 0.1 up to 0.9 to predict detail distribution of the response or criterion variable. QR is an important analytical tool in many disciplines such as statistics, econometrics, ecology, healthcare, and engineering. | |
Разместил: black 26-08-2021, 09:25 | Комментарии: 0 | Подробнее
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 Название: SQL for Data Scientists: A Beginner's Guide for Building Datasets for Analysis
Автор: Renee M. P. Teate
Издательство: Wiley
Год: 2021
Страниц: 291
Язык: английский
Формат: pdf (true), epub
Размер: 13.9 MB, 28.7 MB
Jump-start your career as a data scientist—learn to develop datasets for exploration, analysis, and machine learning. SQL for Data Scientists: A Beginner's Guide for Building Datasets for Analysis is a resource that’s dedicated to the Structured Query Language (SQL) and dataset design skills that data scientists use most. Aspiring data scientists will learn how to how to construct datasets for exploration, analysis, and machine learning. You can also discover how to approach query design and develop SQL code to extract data insights while avoiding common pitfalls. | |
Разместил: Ingvar16 26-08-2021, 03:26 | Комментарии: 0 | Подробнее
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