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Feature Engineering for Machine Learning

Principles and Techniques for Data Scientists

by Alice Zheng, Amanda Casari ...

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, ... Read more

$36.99 USD

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together,
... Read more
Principles of Package Design

Creating Reusable Software Components

by Matthias Noback ...

Series series Professional and Applied Computing (R0)
Apply design principles to your classes, preparing them for reuse. You will use package design principles to create packages that are just right in terms of cohesion and coupling, and are user- and maintainer-friendly at the same time.The first part of this book walks you through the five SOLID principles that will help you improve the design of your classes. The second part introduces you to the ... Read more

$71.99 USD

Apply design principles to your classes, preparing them for reuse. You will use package design principles to create packages that are just right in terms of cohesion and coupling, and are user- and maintainer-friendly at the same time.The first part of this book walks you through the five SOLID principles that will help you improve the design of your classes. The second part introduces you to the
... Read more
HBase: The Definitive Guide

Random Access to Your Planet-Size Data

by Lars George ...

If you're looking for a scalable storage solution to accommodate a virtually endless amount of data, this book shows you how Apache HBase can fulfill your needs. As the open source implementation of Google's BigTable architecture, HBase scales to billions of rows and millions of columns, while ensuring that write and read performance remain constant. Many IT executives are asking pointed questions ... Read more

$23.99 USD

If you're looking for a scalable storage solution to accommodate a virtually endless amount of data, this book shows you how Apache HBase can fulfill your needs. As the open source implementation of Google's BigTable architecture, HBase scales to billions of rows and millions of columns, while ensuring that write and read performance remain constant. Many IT executives are asking pointed questions
... Read more
Data Governance: The Definitive Guide

by Evren Eryurek, Uri Gilad, Valliappa Lakshmanan, Anita Kibunguchy-Grant, Jessi Ashdown ...

As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to ensure data is trustworthy and can be used effectively. This practical guide shows you how to effectively ... Read more

$48.99 USD

As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to ensure data is trustworthy and can be used effectively. This practical guide shows you how to effectively
... Read more
Business Value in an Ocean of Data

Data Mining from a User Perspective

by Bulcsú Fajszi, László Cser, Tamás Fehér ...

"[...] This is a great book about how to find the value creating opportunities and how to utilize them. Reading it is a must for managers who understand that data became an extremely important source of competitive advantage in today's business." György Bőgel - CEU Business School (Hungary) "This book provides an excellent overview over business intelligence applications. [...] Real-life examples ... Read more

$9.19 USD or Free with Kobo Plus

"[...] This is a great book about how to find the value creating opportunities and how to utilize them. Reading it is a must for managers who understand that data became an extremely important source of competitive advantage in today's business." György Bőgel - CEU Business School (Hungary) "This book provides an excellent overview over business intelligence applications. [...] Real-life examples
... Read more
Hands-On Big Data Modeling

Effective database design techniques for data architects and business intelligence professionals

by James Lee, Tao Wei, Suresh Kumar Mukhiya ...

Solve all big data problems by learning how to create efficient data modelsKey FeaturesCreate effective models that get the most out of big dataApply your knowledge to datasets from Twitter and weather data to learn big dataTackle different data modeling challenges with expert techniques presented in this bookBook DescriptionModeling and managing data is a central focus of all big data projects. ... Read more

$34.99 USD or Free with Kobo Plus

Solve all big data problems by learning how to create efficient data modelsKey FeaturesCreate effective models that get the most out of big dataApply your knowledge to datasets from Twitter and weather data to learn big dataTackle different data modeling challenges with expert techniques presented in this bookBook DescriptionModeling and managing data is a central focus of all big data projects.
... Read more
The Modern Vulkan Cookbook

A practical guide to 3D graphics and advanced real-time rendering techniques in Vulkan

by Preetish Kakkar, Mauricio Maurer ...

Discover essential real-time rendering techniques, curated by industry-leading computer graphics professionals, with over 60 recipes for extending or applying them directly to existing or new rendering engines focusing on VulkanKey FeaturesExplore a wide range of advanced 3D graphics programming techniques to leverage the full potential of Vulkan APILearn tips, tricks, and solutions to boost your ... Read more

$37.99 USD or Free with Kobo Plus

Discover essential real-time rendering techniques, curated by industry-leading computer graphics professionals, with over 60 recipes for extending or applying them directly to existing or new rendering engines focusing on VulkanKey FeaturesExplore a wide range of advanced 3D graphics programming techniques to leverage the full potential of Vulkan APILearn tips, tricks, and solutions to boost your
... Read more
Machine Learning with PyTorch and Scikit-Learn

Develop machine learning and deep learning models with Python

by Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili ...

This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch s simple to code framework. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn applied machine learning with a solid foundation in theoryClear, intuitive explanations take you deep into the theory and practice ... Read more

$39.99 USD or Free with Kobo Plus

This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch s simple to code framework. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn applied machine learning with a solid foundation in theoryClear, intuitive explanations take you deep into the theory and practice
... Read more
Supercharge Power BI

Power BI is Better When You Learn To Write DAX

by Matt Allington ...

Supercharge your Power BI skills with DAX! This guide empowers Power BI users to master Data Analysis Expressions (DAX), enhancing their Business Intelligence (BI) capabilities in Power BI, Power Pivot, and Excel. Updated for the new Power BI Ribbon interface, this third edition bridges the gap for users seeking to leverage DAX for effective data modeling and analysis.Learn to write DAX formulas, ... Read more

$14.99 USD or Free with Kobo Plus

Supercharge your Power BI skills with DAX! This guide empowers Power BI users to master Data Analysis Expressions (DAX), enhancing their Business Intelligence (BI) capabilities in Power BI, Power Pivot, and Excel. Updated for the new Power BI Ribbon interface, this third edition bridges the gap for users seeking to leverage DAX for effective data modeling and analysis.Learn to write DAX formulas,
... Read more
Computation and the Humanities

Towards an Oral History of Digital Humanities

by Julianne Nyhan, Andrew Flinn ...

Series series Computer Science (R0)
This book addresses the application of computing to cultural heritage and the discipline of Digital Humanities that formed around it. Digital Humanities research is transforming how the Human record can be transmitted, shaped, understood, questioned and imagined and it has been ongoing for more than 70 years. However, we have no comprehensive histories of its research trajectory or its ... Read more

Free

This book addresses the application of computing to cultural heritage and the discipline of Digital Humanities that formed around it. Digital Humanities research is transforming how the Human record can be transmitted, shaped, understood, questioned and imagined and it has been ongoing for more than 70 years. However, we have no comprehensive histories of its research trajectory or its
... Read more
Minding the Machines

Building and Leading Data Science and Analytics Teams

by Jeremy Adamson ...

Organize, plan, and build an exceptional data analytics team within your organizationIn Minding the Machines: Building and Leading Data Science and Analytics Teams, AI and analytics strategy expert Jeremy Adamson delivers an accessible and insightful roadmap to structuring and leading a successful analytics team. The book explores the tasks, strategies, methods, and frameworks necessary for an ... Read more

$24.00 USD

Organize, plan, and build an exceptional data analytics team within your organizationIn Minding the Machines: Building and Leading Data Science and Analytics Teams, AI and analytics strategy expert Jeremy Adamson delivers an accessible and insightful roadmap to structuring and leading a successful analytics team. The book explores the tasks, strategies, methods, and frameworks necessary for an
... Read more
Fundamental Approaches to Software Engineering

22nd International Conference, FASE 2019, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Prague, Czech Republic, April 6–11, 2019, Proceedings

Edited by Reiner Hähnle, Wil van der Aalst ...

Series series Springer Nature Proceedings Computer Science
This book is Open Access under a CC BY licence.This book constitutes the proceedings of the 22nd International Conference on Fundamental Approaches to Software Engineering, FASE 2019, which took place in Prague, Czech Republic in April 2019, held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019.The 24 papers presented in this volume were carefully reviewed ... Read more

Free

This book is Open Access under a CC BY licence.This book constitutes the proceedings of the 22nd International Conference on Fundamental Approaches to Software Engineering, FASE 2019, which took place in Prague, Czech Republic in April 2019, held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019.The 24 papers presented in this volume were carefully reviewed
... Read more
Designing Interfaces

Patterns for Effective Interaction Design

by Jenifer Tidwell ...

Designing a good interface isn't easy. Users demand software that is well-behaved, good-looking, and easy to use. Your clients or managers demand originality and a short time to market. Your UI technology -- web applications, desktop software, even mobile devices -- may give you the tools you need, but little guidance on how to use them well.UI designers over the years have refined the art of ... Read more

$28.99 USD

Designing a good interface isn't easy. Users demand software that is well-behaved, good-looking, and easy to use. Your clients or managers demand originality and a short time to market. Your UI technology -- web applications, desktop software, even mobile devices -- may give you the tools you need, but little guidance on how to use them well.UI designers over the years have refined the art of
... Read more
Better Onboarding

Effective Strategies for Guiding New Users

by Krystal Higgins ...

When users try your product or service for the first time, what encourages them to come back? Onboarding can make the difference between abandoned accounts and devoted use-if we design it as a holistic, ongoing process.Krystal Higgins demonstrates how the best onboarding experiences guide people as they interact, helping them follow their own path to success. Gain practical strategies and ... Read more

$14.99 USD

When users try your product or service for the first time, what encourages them to come back? Onboarding can make the difference between abandoned accounts and devoted use-if we design it as a holistic, ongoing process.Krystal Higgins demonstrates how the best onboarding experiences guide people as they interact, helping them follow their own path to success. Gain practical strategies and
... Read more
The Enterprise Big Data Lake

Delivering the Promise of Big Data and Data Science

by Alex Gorelik ...

The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Facebook, to governments and traditional corporate ... Read more

$48.99 USD

The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Facebook, to governments and traditional corporate
... Read more
MASTER DATA MANAGEMENT AND DATA GOVERNANCE, 2/E

by Alex Berson, Larry Dubov ...

The latest techniques for building a customer-focused enterprise environment"The authors have appreciated that MDM is a complex multidimensional area, and have set out to cover each of these dimensions in sufficient detail to provide adequate practical guidance to anyone implementing MDM. While this necessarily makes the book rather long, it means that the authors achieve a comprehensive treatment ... Read more

$54.99 USD

The latest techniques for building a customer-focused enterprise environment"The authors have appreciated that MDM is a complex multidimensional area, and have set out to cover each of these dimensions in sufficient detail to provide adequate practical guidance to anyone implementing MDM. While this necessarily makes the book rather long, it means that the authors achieve a comprehensive treatment
... Read more
Mastering Graphics Programming with Vulkan

Develop a modern rendering engine from first principles to state-of-the-art techniques

by Marco Castorina, Gabriel Sassone ...

Develop a rendering framework in this part-color guide by implementing next-generation 3D graphics, leveraging advanced Vulkan features, and getting familiar with efficient real-time ray tracing techniques uncovered by leading industry veterans, Marco Castorina and Gabriel SassoneKey FeaturesUse a pre-built "Raptor" engine to abstract tedious aspects like file systems, memory allocation, and ... Read more

$34.99 USD or Free with Kobo Plus

Develop a rendering framework in this part-color guide by implementing next-generation 3D graphics, leveraging advanced Vulkan features, and getting familiar with efficient real-time ray tracing techniques uncovered by leading industry veterans, Marco Castorina and Gabriel SassoneKey FeaturesUse a pre-built "Raptor" engine to abstract tedious aspects like file systems, memory allocation, and
... Read more
QlikView 11 para Desarrolladores

by Barry Harmsen, Miguel Angel Garcia ...

Los ejercicios de este libro tienen un enfoque de tutorial paso a paso y en los que al mismo tiempo se van presentando mejores practicas de desarrollo. El libro esta estructurado de forma que puede ser leido de inicio a fin o leer solamente partes del mismo.Este libro va dirigido a desarrolladores y usuarios que quieren aprender a crear aplicaciones de Inteligencia de Negocios con QlikView. ... Read more

$34.99 USD or Free with Kobo Plus

Los ejercicios de este libro tienen un enfoque de tutorial paso a paso y en los que al mismo tiempo se van presentando mejores practicas de desarrollo. El libro esta estructurado de forma que puede ser leido de inicio a fin o leer solamente partes del mismo.Este libro va dirigido a desarrolladores y usuarios que quieren aprender a crear aplicaciones de Inteligencia de Negocios con QlikView.
... Read more
LLMs in Production

Engineering AI Applications

by Christopher Brousseau, Matt Sharp ...

Goes beyond academic discussions deeply into the applications layer of Foundation Models.This practical book offers clear, example-rich explanations of how LLMs work, how you can interact with them, and how to integrate LLMs into your own applications. Find out what makes LLMs so different from traditional software and ML, discover best practices for working with them out of the lab, and dodge ... Read more

$49.99 USD

Goes beyond academic discussions deeply into the applications layer of Foundation Models.This practical book offers clear, example-rich explanations of how LLMs work, how you can interact with them, and how to integrate LLMs into your own applications. Find out what makes LLMs so different from traditional software and ML, discover best practices for working with them out of the lab, and dodge
... Read more
Creating a Data-Driven Organization

Practical Advice from the Trenches

by Carl Anderson ...

What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.Through interviews ... Read more

$28.99 USD

What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.Through interviews
... Read more
Interviewing Users

How to Uncover Compelling Insights

by Steve Portigal ...

Interviewing is easy, right? Anyone can do it… but few do it well enough to unlock the benefits and insights that interviewing users and customers can yield.In this new and updated edition of the acclaimed classic Interviewing Users, Steve Portigal quickly and effectively dispels the myth that interviewing is trivial. He shows how research studies and logistics can be used to determine concrete ... Read more

$38.99 USD

Interviewing is easy, right? Anyone can do it… but few do it well enough to unlock the benefits and insights that interviewing users and customers can yield.In this new and updated edition of the acclaimed classic Interviewing Users, Steve Portigal quickly and effectively dispels the myth that interviewing is trivial. He shows how research studies and logistics can be used to determine concrete
... Read more
Word Search – 100 Mixed Puzzles

A varied digital word search book with 1300+ words and all solutions included

by PuzzleForge™ Press ...

Word Search – 100 Mixed Puzzles is a varied digital word search book for readers who enjoy classic word puzzles with a balanced mix of challenge and relaxation. This EPUB edition includes 100 mixed word search puzzles, more than 1300 words to find and all solutions included, making it a great choice for daily brain training, focused breaks and relaxed digital puzzle sessions.The book is designed ... Read more

$2.99 USD

Word Search – 100 Mixed Puzzles is a varied digital word search book for readers who enjoy classic word puzzles with a balanced mix of challenge and relaxation. This EPUB edition includes 100 mixed word search puzzles, more than 1300 words to find and all solutions included, making it a great choice for daily brain training, focused breaks and relaxed digital puzzle sessions.The book is designed
... Read more
Windows Command Prompt A-N

by Prometheus MMS ...

This book will save your time of search and get help.It contains all windows command prompt commands. Command Prompt is a command line interpreter application available in most Windows operating systems. Command Prompt is officially called Windows Command Processor but is also sometimes called the command shell or by its file name cmd.exe. Note: Command Prompt is sometimes incorrectly referred to ... Read more

$0.99 USD or Free with Kobo Plus

This book will save your time of search and get help.It contains all windows command prompt commands. Command Prompt is a command line interpreter application available in most Windows operating systems. Command Prompt is officially called Windows Command Processor but is also sometimes called the command shell or by its file name cmd.exe. Note: Command Prompt is sometimes incorrectly referred to
... Read more
Ruby on Rails: Up and Running

Up and Running

by Bruce A. Tate, Curt Hibbs ...

Ruby on Rails is the super-productive new way to develop full-featured web applications. With Ruby on Rails, powerful web applications that once took weeks or months to develop can now be produced in a matter of days. If it sounds too good to be true, it isn't.If you're like a lot of web developers, you've probably considered kicking the tires on Rails - the framework of choice for the new ... Read more

$17.99 USD

Ruby on Rails is the super-productive new way to develop full-featured web applications. With Ruby on Rails, powerful web applications that once took weeks or months to develop can now be produced in a matter of days. If it sounds too good to be true, it isn't.If you're like a lot of web developers, you've probably considered kicking the tires on Rails - the framework of choice for the new
... Read more

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