Название: The Framework for ML Governance: A Practical Guide for Implementing AI and ML Governance
Автор: Kyle Gallatin
Издательство: O’Reilly Media, Inc.
Год: 2021
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Most companies don't have problems building and deploying algorithmic models, but they do struggle to effectively manage them in production. Maximizing the value of machine learning projects in the enterprise requires a robust MLOps program. But there's one key challenge: The problem MLOps sets out to solve isn't just about technology. It's also about process. The last decade has brought a dramatic boom of machine learning (ML) in both academia and enterprise. Companies raced to build data science departments and bring the promises of artificial intelligence (AI) into their decision making and products.

Название: Приложения для Windows 8 на C# и XAML
Автор: Ликнесс Дж.
Издательство: Питер
ISBN: 978-5-496-00349-0
Серия: Библиотека программиста
Год: 2013
Формат: PDF
Страниц: 368
Размер: 10 MB
Язык: Русский

Это первое практическое руководство по созданию приложений для Windows 8 охватывает весь жизненный цикл: от разработки шаблона проекта до публикации в Windows Store. Автор книги Джереми Ликнесс, ведущий специалист компании Microsoft, поможет использовать ваши навыки разработчика в работе с новыми инструментами Visual Studio 2012 для создания полезных и инновационных приложений. В книге рассмотрены и бизнес-приложения, и пользовательские приложения. При помощи тщательно отработанных загружаемых примеров кода и демонстрационных проектов автор показывает, как максимально использовать новые функции платформы, включая встраивание в социальные сети, поиск, расширения, контракты и мозаичное размещение.

Название: Data Analytics for Organisational Development: Unleashing the Potential of Your Data
Автор: Uwe H. Kaufmann, Amy B.C. Tan
Издательство: Wiley
Год: 2021
Страниц: 364
Язык: английский
Формат: pdf (true)
Размер: 25.9 MB

A practical guide for anyone who aspires to become data analytics - savvy. Data analytics has become central to the operation of most businesses, making it an increasingly necessary skill for every manager and for all functions across an organisation. Data Analytics for Organisational Development: Unleashing the Potential of Your Data introduces a methodical process for gathering, screening, transforming, and analysing the correct datasets to ensure that they are reliable tools for business decision-making. Data Analytics for Organisational Development includes downloadable tools for learning enrichment, including spreadsheets, Power BI slides, datasets, R analysis steps and more. Regardless of your level in your organisation, this book will help you become savvy with data analytics, one of today’s top business tools.

Название: Operations Research Using Excel: A Case Study Approach
Автор: Vikas Singla
Издательство: CRC Press
Год: 2021
Формат: PDF
Страниц: 409
Размер: 11,8 Mb
Язык: English

The field of operations research provides a scientific approach to managerial decision making. In a contemporary, hypercompetitive ever-changing business world, a manager needs quantitative and factual ways of solving problems related to optimal allocation of resources, profit/loss, maximization/minimization etc. In this endeavor, the subject of doing research on how to manage and make operations efficient is termed as Operations Research.

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.
Throughout the book, you will get accustomed to the most widely used techniques among DevOps Engineers in their routine. You will explore how infrastructure as code works, working with Vagrant, Docker and Terraform through which you can manage the entire cloud deployment of applications along with how to scale them on your own.