Название: What Is Causal Inference? An Introduction for Data Scientists
Автор: Hugo Bowne-Anderson, Mike Loukides
Издательство: O’Reilly Media, Inc.
Год: 2022-01-13
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Causal inference lies at the heart of our ability to understand why things happen by helping us predict the result of any action. This process is vital for businesses that aspire to turn data and information into valuable knowledge. With this report, data scientists and analysts will learn a principled way of thinking about causality using a suite of causal inference techniques now available. Authors Hugo Bowne-Anderson, a data science consultant, and Mike Loukides, vice president of content strategy at O'Reilly Media, introduce causality and discuss randomized control trials (RCTs), key aspects of causal graph theory, and well-needed techniques from econometrics.

Название: Data Quality Fundamentals: A Practitioner’s Guide to Building More Trustworthy Data Pipelines (Second Early Release)
Автор: Barr Moses, Lior Gavish
Издательство: O’Reilly Media, Inc.
Год: 2022-01-13
Страниц: 97
Язык: английский
Формат: pdf, epub
Размер: 10.17 MB

Do your product dashboards look funky? Are your quarterly reports stale? Is the dataset you're using broken or just plain wrong? These problems affect almost every team, yet they're usually addressed on an ad hoc basis and in a reactive manner. If you answered yes to any of the questions above, this book is for you. Many data engineering teams today face the "good pipelines, bad data" problem. It doesn't matter how advanced your data infrastructure is if the data you're piping is bad. In this book, Barr Moses, Lior Gavish, and Molly Vorwerck from the data reliability company Monte Carlo explain how to tackle data quality and trust at scale by leveraging best practices and technologies used by some of the world's most innovative companies.

Название: Rhythmic Advantages in Big Data and Machine Learning
Автор: Anirban Bandyopadhyay, Kanad Ray
Издательство: Springer
Год: 2022
Страниц: 270
Язык: английский
Формат: pdf (true)
Размер: 10.15 MB

The current book in the series of Systems in Rhythm Engineering, SRE, compiles rhythms from Big data in pure computation, astrophysics to basic biological structures. In today’s world, anything and everything is data and we generate voluminous data almost every passing second which actually gave birth to “Big Data”. The phrase “Big Data” which buzzes around us everywhere, is applied to a specific type of data that has certain traits. However, this phrase has been over used and often incorrectly, which is why itis difficult to gauge its true meaning. For commoners, it is very difficult to understand if Big Data is a tool or a technology or just a buzzword used by data scientists to scare us. Another concern is if Big Data really has the potential to usher in dramatic changes or will the hype fade away with time. In any case, over the past few years, Big Data has become an integral part of several industries and in many cases has shown the potential to be a game-changer.

Название: Accelerating Enterprise Digital Transformation with a Next Generation Database
Автор: Steve Suehring
Издательство: O’Reilly Media, Inc.
Год: 2022-01-11
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Determining the best database infrastructure for digital transformation can be tricky. How your organization stores and provides access to data can determine the success or failure of the entire enterprise. Data silos can't properly serve all your organization's needs. Managing multiple databases requires more maintenance, costs, and complexity. How do you determine the right balance? In this report, author Steve Suehring examines the need for next-generation databases and then guides you through the various attributes you need to consider when choosing the right platform for your company. With the increasing abundance and depth of data lakes, the ability to capitalize on real-time analytics becomes more difficult unless the database platform can support and accelerate enterprise digital transformation.

Название: Geospatial Data Analytics and Urban Applications
Автор: Sandeep Narayan Kundu
Издательство: Springer
Год: 2022
Страниц: 197
Язык: английский
Формат: pdf (true)
Размер: 10.0 MB

This book highlights advanced applications of geospatial data analytics to address real-world issues in urban society. With a connected world, we are generating spatial at unprecedented rates which can be harnessed for insightful analytics which define the way we analyze past events and define the future directions. This book is an anthology of applications of spatial data and analytics performed on them for gaining insights which can be used for problem solving in an urban setting. Each chapter is contributed by spatially aware data scientists in the making who present spatial perspectives drawn on spatial Big Data. The book shall benefit mature researchers and student alike to discourse a variety of urban applications which display the use of Machine Learning algorithms on spatial Big Data for real-world problem solving.

Название: Why External Data Needs to Be Part of Your Data and Analytics Strategy
Автор: Joseph D. Stec
Издательство: O’Reilly Media, Inc.
Год: 2022-01-10
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Innovative organizations today are reaping the benefits of combining data from a variety of internal and external sources. By collecting, storing, analyzing, and leveraging external data, these companies are able to outperform competitors by unlocking improvements in growth, productivity, and risk management. This report explains how you can harness the power of external data to boost analytics, find competitive advantages, and drive value.

Название: Excel 2010 на примерах
Автор: Васильев А.Н.
Издательство: СПб.: БХВ-Петербург
Год: 2010
Cтраниц: 628
Формат: pdf
Размер: 26 мб
Язык: русский

На конкретных примерах показаны возможности популярного офисного приложения Microsoft Office Excel 2010. Рассмотрены особенности новейшей версии, существенно изменившийся графический интерфейс, ресурсы (настройки, гиперссылки, примечания, печать и надстройки), форматирование и применение стилей, методы обработки данных, программирование в среде VBA и другие вопросы.

Название: Canvas LMS for Dummies
Автор: Marcus Painter, Eddie Small
Издательство: For Dummies
Год: 2022
Страниц: 307
Язык: английский
Формат: pdf (true)
Размер: 18.6 MB

Uncover the secrets of Canvas LMS.

Technology that enhances the classroom and extends learning beyond the classroom is here to stay. The Canvas Learning Management System unlocks teaching and learning opportunities in both classroom and virtual teaching. Whether you are a new user or seasoned educator, this book provides step-by-step guidance on making Canvas LMS a go-to learning tool. Discover best practices in design, collaboration, and communication. Create your first classroom or integrate new ideas into your pre-existing curriculum. Make your life—and the lives of your students—easier. Canvas LMS — or Learning Management System — is a web-based course management platform that supports online learning and teaching. Used by educators, administrators, and students across the globe, it is an accessible and intuitive ecosystem that supports student learning and communication whether used in a fully remote-teaching model, a hybrid model, or alongside in-person teaching.

Название: Decision Intelligence For Dummies
Автор: Pam Baker
Издательство: For Dummies
Год: 2022
Страниц: 323
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Learn to use, and not be used by, data to make more insightful decisions. The book aims to fill you in on decision intelligence, a new framework for making better, more profitable business decisions. It also serves as an introduction for Artificial Intelligence (AI) and digital decisioning practitioners to take a different approach aimed at making automated decision processes deliver desirable business outcomes. To top it all off, this guide shows you that decision intelligence is not merely a business approach — it’s equally useful when making decisions about your personal life. AutoML uses automation to apply Machine Learning models to solving real-world problems. Examples of AutoML systems are plentiful and include Azure AutoML, Google AutoML, and Tensorflow/adanet.

Название: Windows 11 For Seniors For Dummies
Автор: Curt Simmons
Издательство: For Dummies
Год: 2022
Страниц: 355
Язык: английский
Формат: pdf (true), epub
Размер: 54.2 MB, 29.2 MB

Don't call your tech guru for help - get this book and help yourself! What do you want to do with your Windows computer? Sign up for Facebook to keep up with your friends? Watch a video taken during the latest family trip? Find your latest email messages with a single click of the mouse? Look no further than Windows 11 For Seniors For Dummies to discover how to do these tasks and others that you depend on a daily basis. With this guide to the popular operating system, you find the clear and easy instructions to checking tech tasks off your to-do list.