Название: Recent Advances in Time Series Forecasting
Автор: Dinesh C.S. Bisht, Mangey Ram
Издательство: CRC Press
Год: 2022
Страниц: 239
Язык: английский
Формат: pdf (true)
Размер: 20.1 MB

A time series is a chronological collection of data. The sequential analysis of data and information gathered from past to present is called time series analysis. Time series data are of high dimension, have a large size and are updated continuously. A time series depends on various factors like trend, seasonality, cycle and irregular data set. A time series is basically a series of data points well-organized in time. Time series forecasting is a significant area of Machine Learning (ML). There are various prediction problems that are time dependent, and these problems can be handled through time series analysis. This book aims to cover the recent advancement in the field of time series analysis. It will cover theoretical as well as recent applications of the time series.

Название: It's All Analytics - Part II: Designing an Integrated AI, Analytics, and Data Science Architecture for Your Organization
Автор: Scott Burk, David E. Sweenor
Издательство: Routledge
Год: 2022
Страниц: 299
Язык: английский
Формат: pdf (true)
Размер: 10.19 MB

This book debunks the common notion that data are the foundation of any analysis. It shows that a much more basic foundation is needed before results of data analysis can be used in an organization effectively - appropriate business processes must be designed and built to accept them. The question is posed early in the book, “We have to change the way we work”? Yes, we must change the way we work. That has happened many times before. It happened during the Industrial Revolution to harness steam power to drive big machines. It happened during the Computer Revolution to move from typewriters to word processors and from paper ledgers to computer databases. AI and analytics programs are considered something you “add to your business or organization” - a department, some data scientists, some software, and some training.

Название: A Simple Guide to Technology and Analytics
Автор: Brian J. Evans
Издательство: CRC Press
Год: 2022
Страниц: 324
Язык: английский
Формат: pdf (true)
Размер: 18.0 MB

Everyday technology is constantly changing, and it’s hard to keep up with it at times. What is all this talk about automation, STEM, analytics and super-computers, and how will it really affect my daily life at work and in the home? This book is a simple guide to everyday technology and analytics written in plain language. It starts with explaining how computer networks are increasing in speed so fast that we can do more in less time than ever before. It explains the analytical jargon in plain English and why robotics in the home will be aided by the new technology of the quantum computer.

Название: Hands-on Data Virtualization with Polybase: Administer Big Data, SQL Queries and Data Accessibility Across Hadoop, Azure, Spark, Cassandra, MongoDB, CosmosDB, MySQL and PostgreSQL
Автор: Pablo Alejandro Echeverria Barrios
Издательство: BPB Publications
Год: 2021
Страниц: 496
Язык: английский
Формат: epub
Размер: 12.2 MB

This book brings exciting coverage on establishing and managing data virtualization using polybase. This book teaches how to configure polybase on almost all relational and nonrelational databases. You will learn to set up the test environment for any tool or software instantly without hassle. You will practice how to design and build some of the high performing data warehousing solutions and that too in a few minutes of time. You will almost become an expert in connecting to all databases including hadoop, cassandra, MySQL, PostgreSQL, MariaDB and Oracle database. This book also brings exclusive coverage on how to build data clusters on Azure and using Azure Synapse Analytics. By the end of this book, you just don't administer the polybase for managing big data clusters but rather you learn to optimize and boost the performance for enabling data analytics and ease of data accessibility.

Название: High Performance MySQL, 4th Edition (Early Release)
Автор: Silvia Botros and Jeremy Tinley.
Издательство: O’Reilly Media
Год: 2021-07-29
Формат: ePUB
Страниц: 295
Размер: 10 Mb
Язык: English

How can you realize MySQL's full power? With High Performance MySQL, you'll learn advanced techniques for everything from choosing the right abstraction layer for databases to designing schemas, indexes, and queries to tuning your server, operating system, and hardware to achieve their full potential. This guide also teaches database administrators safe and practical ways to scale applications through replication, load balancing, high availability, and failover.

Название: Hands-on DevOps with Linux: Build and Deploy DevOps Pipelines Using Linux Commands, Terraform, Docker, Vagrant, and Kubernetes
Автор: lisson Machado de Menezes
Издательство: BPB Publications
Год: 2021
Формат: True ePUB
Страниц: 258
Размер: 10 Mb
Язык: English

Hands-on DevOps with Linux brings you advanced learnings on how to make the best use of Linux commands in managing the DevOps infrastructure to keep enterprise applications up-to-date.
The book begins by introducing you to the Linux world with the most used commands by DevOps experts and teaches how to set up your own infrastructure in your environment. The book covers exclusive coverage on production scenarios using Kubernetes and how the entire container orchestration is managed.

Название: How to Make a Database in Historical Studies
Автор: Tiago Luis Gil
Издательство: Springer
Год: 2021
Формат: PDF, ePUB
Страниц: 101
Размер: 10 Mb
Язык: English

This book is a greatly supplemented translation from Portuguese, originally published in 2015. It discusses the most appropriate ways to create databases for research on history and other humanities, including an extensive debate about the usages that historians have made of computing since the 1950s. It has four chapters: the first is dedicated to theoretical and methodical questions about the usage of databases in history; the second is about technical issues; the third presents the concept of research engineering (how to improve research in groups); the last is about the construction of databases.

Название: Microsoft Exchange Server 2019 Administration Guide
Автор: Edward van Biljon
Издательство: BPB Publications
Год: 2021
Формат: ePUB
Страниц: 218
Размер: True ePUB
Язык: English

Prepare your environment so you can introduce Exchange Server 2019 or build a new environment from scratch and learn along the way.
This guide will help the readers how to deploy Exchange 2019 and perform all the post administrative tasks like creating a certificate request that you can submit to an external source and completing this setup. You will learn how to configure your virtual directories to match the name on your certificate. You will also learn how to build your first Database Availability Group (DAG) or extend the Database Availability Groups in your environment to ensure you have high availability.

Название: Knowledge Graphs: Data in Context for Responsive Businesses
Автор: Jesus Barrasa, Amy E. Hodler, Jim Webber
Издательство: O’Reilly Media, Inc.
Год: 2021-07-26
Язык: английский
Формат: epub
Размер: 10.1 MB

The winners in the data industry know where the puck is going: making data smarter. This can be accomplished by integrating data with knowledge at scale, and this is where knowledge graphs come in. This book is a practical guide to understand what knowledge graphs are and why you should care. Importantly, it strikes the right balance between technical aspects and corresponding business value for an organization. If you need to make the business case for knowledge graphs, this is the book for you! Let’s first talk about the elephant in the room: RDF versus property graphs. Over the years, I’ve enjoyed my conversations with Jesús Barrasa on this topic. We have always been strong believers that these technologies will converge because at the end of the day, it’s all just a graph! This book is evidence of this convergence: enriching the property graph model with taxonomies, ontologies, and semantics in order to create knowledge graphs.

Название: Probability Models for Economic Decisions, 2nd edition
Автор: Roger B. Myerson, Eduardo Zambrano
Издательство: The MIT Press
Год: 2019
Страниц: 568
Язык: английский
Формат: epub
Размер: 116.1 MB

An introduction to the use of probability models for analyzing risk and economic decisions, using spreadsheets to represent and simulate uncertainty. This textbook offers an introduction to the use of probability models for analyzing risks and economic decisions. It takes a learn-by-doing approach, teaching the student to use spreadsheets to represent and simulate uncertainty and to analyze the effect of such uncertainty on an economic decision. Students in applied business and economics can more easily grasp difficult analytical methods with Excel spreadsheets. All the analytical work in this book is done in Microsoft Excel spreadsheets, because the spreadsheet medium allows students to handle much more complex problems than they could handle with traditional ways of representing mathematical formulas. As a result of this emphasis on spreadsheet modeling, many readers may also learn sophisticated spreadsheet skills from this book.