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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
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
SQL for Data Scientists: A Beginner's Guide for Building Datasets for AnalysisНазвание: 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
Название: Data Science For Dummies, 3rd Edition
Автор: Lillian Pierson
Издательство: For Dummies
Год: 2021
Формат: True PDF
Страниц: 435
Размер: 17 Mb
Язык: English

Make smart business decisions with your data by design!
Take a deep dive to understand how developing your data science dogma can drive your business―ya dig? Every phone, tablet, computer, watch, and camera generates data―we’re overwhelmed with the stuff. That’s why it’s become increasingly important that you know how to derive useful insights from the data you have to understand which piece of data in the sea of data is important and which isn’t (trust us: not as scary as it sounds!), and to rely on said data to make critical business decisions. Enter the world of data science: the practice of using scientific methods, processes, and algorithms to gain knowledge and insights from any type of data.
Data Science For Dummies provides a comprehensive introduction in that friendly and approachable way you’ve come to know from Dummies. Your new go-to guide breaks down this vast topic into three smaller parts―big data, data science, and data engineering―and then shows you how to combine those areas to produce value and make informed decisions to drive business growth. It’s also filled with real-world examples and applications that you can apply to your situation.
Разместил: vitvikvas 25-08-2021, 10:00 | Комментарии: 0 | Подробнее
Practical Fraud Prevention: Fraud and AML Analytics for Fintech and eCommerce, using SQL and Python (Second Early Release)Название: Practical Fraud Prevention: Fraud and AML Analytics for Fintech and eCommerce, using SQL and Python (Second Early Release)
Автор: Gilit Saporta, Shoshanan Maraney
Издательство: O’Reilly Media, Inc.
Год: 2021-06-22
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.16 MB

Over the past two decades, the booming ecommerce and fintech industries have become a breeding ground for fraud. Organizations that conduct business online are constantly engaged in a cat-and-mouse game with these invaders. In this practical book, Gilit Saporta and Shoshana Maraney draw on their experience of fraud fighting to provide best practices, methodologies, and tools to help your organization detect and prevent fraud and other malicious activities. Data scientists, data analysts, and fraud analysts will learn how to identify and quickly respond to attacks. You'll get a comprehensive view of typical incursions as well as recommended detection analytic methods. Online fraud is constantly evolving. This book helps experienced researchers safely guide and protect their organizations in the ever-changing fraud landscape.
Разместил: Ingvar16 24-08-2021, 16:10 | Комментарии: 0 | Подробнее
Название: Big Data Transportation Systems
Автор: Guanghui Zhao, Gusheng Zhu
Издательство: World Scientific Publishing
Год: 2021
Формат: PDF
Страниц: 352
Размер: 25 Mb
Язык: English

This book is designed as a popular science book on big data analytics in intelligent transportation systems. It aims to provide an introduction to big-data transportation starting from an overview on the development of big data transportation in various countries. This is followed by a discussion on the blueprint strategies of big data transportation which include innovative models, planning, transportation logistics, and application case studies. Finally, the book discusses applications of big data transportation platforms.
Разместил: vitvikvas 24-08-2021, 13:57 | Комментарии: 0 | Подробнее
Название: Восстанавливаем данные на 100%
Автор: Ташков П.А.
Издательство: Питер
Год: 2010
Cтраниц: 206
Формат: djvu
Размер: 10 мб
Язык: русский

В книге изложены методы восстановления данных с различных носителей информации — жестких дисков, массивов RAID, CD, DVD, карт flash-памяти, карт фотоаппаратов и мобильных телефонов. Ремонт поврежденного оборудования рассматривается в издании только как один из аспектов всего процесса извлечения данных.
Разместил: rivasss 22-08-2021, 08:48 | Комментарии: 0 | Подробнее
Название: Developing Modern Applications with a Converged Database
Автор: Alice LaPlante
Издательство: O’Reilly Media
Год: 2021
Формат: ePUB, PDF
Страниц: 44
Размер: 10 Mb
Язык: English

Single-purpose databases were designed to address specific problems and use cases. Given this narrow focus, there are inherent tradeoffs required when trying to accommodate multiple datatypes or workloads in your enterprise environment. The result is data fragmentation that spills over into application development, IT operations, data security, system scalability, and availability.
Разместил: vitvikvas 20-08-2021, 18:19 | Комментарии: 0 | Подробнее
Artificial Intelligence Applied to Satellite-Based Remote Sensing Data for Earth ObservationНазвание: Artificial Intelligence Applied to Satellite-Based Remote Sensing Data for Earth Observation
Автор: Maria Pia Del Rosso, Alessandro Sebastianelli, Silvia Liberata Ullo
Издательство: The Institution of Engineering and Technology
Год: 2021
Страниц: 300
Язык: английский
Формат: True EPUB
Размер: 40,4 MB

Earth observation (EO) involves the collection, analysis, and presentation of data in order to monitor and assess the status and changes in natural and built environments. This technology has many applications including weather forecasting, tracking biodiversity, measuring land-use change, monitoring and responding to natural disasters, managing natural resources, monitoring emerging diseases and health risks, and predicting, adapting to and mitigating climate change. This book shows how cutting-edge technologies such as Artificial Intelligence (AI), including neural networks and Deep Learning (DL), can be applied for processing satellite data for Earth observation. One of the objectives of this book is to explain how to develop a set of libraries for the implementation of Artificial Intelligence that could overcome some limits and encompass different aspects of research, ranging from data fusion to speckle filtering.
Разместил: Ingvar16 18-08-2021, 15:53 | Комментарии: 0 | Подробнее
Название: Data Modeling with SAP BW/4HANA 2.0
Автор: Konrad Zaleski
Издательство: Apress
Год: 2021
Формат: PDF
Страниц: 279
Размер: 13,7 Mb
Язык: English

Gain practical guidance for implementing data models on the SAP BW/4HANA platform using modern modeling concepts. You will walk through the various modeling scenarios such as exposing HANA tables and views through BW/4HANA, creating virtual and hybrid data models, and integrating SAP and non-SAP data into a single data model.
Разместил: vitvikvas 18-08-2021, 13:42 | Комментарии: 0 | Подробнее

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