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Kubeflow for Machine Learning

by Trevor Grant, Holden Karau, Boris Lublinsky, Richard Liu, Ilan Filonenko ...

If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-grade machine learning implementations with ... Read more

$30.99 USD

If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-grade machine learning implementations with
... Read more
Interactive Visualization and Plotting with Julia

Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more

by Diego Javier Zea ...

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language ... Read more

$35.99 USD or Free with Kobo Plus

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language
... Read more
Thoughtful Machine Learning with Python

A Test-Driven Approach

by Matthew Kirk ...

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a ... Read more

$26.99 USD

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a
... Read more
Scaling Python with Ray

Adventures in Cloud and Serverless Patterns

by Holden Karau, Boris Lublinsky ...

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software ... Read more

$41.99 USD

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software
... Read more
Streaming, Sharing, Stealing

Big Data and the Future of Entertainment

by Michael D. Smith, Rahul Telang ...

How big data is transforming the creative industries, and how those industries can use lessons from Netflix, Amazon, and Apple to fight back.“[The authors explain] gently yet firmly exactly how the internet threatens established ways and what can and cannot be done about it. Their book should be required for anyone who wishes to believe that nothing much has changed.”—The Wall Street Journal ... Read more

$15.99 USD

How big data is transforming the creative industries, and how those industries can use lessons from Netflix, Amazon, and Apple to fight back.“[The authors explain] gently yet firmly exactly how the internet threatens established ways and what can and cannot be done about it. Their book should be required for anyone who wishes to believe that nothing much has changed.”—The Wall Street Journal
... Read more
Data Wrangling with Python

Creating actionable data from raw sources

by Dr. Tirthajyoti Sarkar, Shubhadeep Roychowdhury ...

Simplify your ETL processes with these hands-on data hygiene tips, tricks, and best practices.Key FeaturesFocus on the basics of data wranglingStudy various ways to extract the most out of your data in less timeBoost your learning curve with bonus topics like random data generation and data integrity checksBook DescriptionFor data to be useful and meaningful, it must be curated and refined. Data ... Read more

$34.99 USD or Free with Kobo Plus

Simplify your ETL processes with these hands-on data hygiene tips, tricks, and best practices.Key FeaturesFocus on the basics of data wranglingStudy various ways to extract the most out of your data in less timeBoost your learning curve with bonus topics like random data generation and data integrity checksBook DescriptionFor data to be useful and meaningful, it must be curated and refined. Data
... Read more
Kibana 7 Quick Start Guide

Visualize your Elasticsearch data with ease

by Anurag Srivastava ...

A quick start guide to visualize your Elasticsearch dataKey FeaturesYour hands-on guide to visualizing the Elasticsearch data as well as navigating the Elastic stackWork with different Kibana plugins and create effective machine learning jobs using KibanaBuild effective dashboards and reports without any hassleBook DescriptionThe Elastic Stack is growing rapidly and, day by day, additional tools ... Read more

$22.99 USD or Free with Kobo Plus

A quick start guide to visualize your Elasticsearch dataKey FeaturesYour hands-on guide to visualizing the Elasticsearch data as well as navigating the Elastic stackWork with different Kibana plugins and create effective machine learning jobs using KibanaBuild effective dashboards and reports without any hassleBook DescriptionThe Elastic Stack is growing rapidly and, day by day, additional tools
... Read more
Regression Analysis with R

Design and develop statistical nodes to identify unique relationships within data at scale

by Giuseppe Ciaburro, Pierre Paquay, Manoj Kumar, Shaikh Salamatullah ...

Build effective regression models in R to extract valuable insights from real dataKey FeaturesImplement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing valuesFrom Simple Linear Regression to Logistic Regression - this book covers all regression techniques and their implementation in RA complete guide to building ... Read more

$34.99 USD or Free with Kobo Plus

Build effective regression models in R to extract valuable insights from real dataKey FeaturesImplement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing valuesFrom Simple Linear Regression to Logistic Regression - this book covers all regression techniques and their implementation in RA complete guide to building
... Read more
How to Make Things Faster

Lessons in Performance from Technology and Everyday Life

by Cary Millsap ...

Slow systems are frustrating. They waste time and money. But making consistently great decisions about performance can be easy, if you understand what's going on. This book explains in a clear and thoughtful voice why systems perform the way they do. It's for anybody who's curious about how computer programs and other processes use their time and about what you can do to improve them.Through a mix ... Read more

$34.99 USD

Slow systems are frustrating. They waste time and money. But making consistently great decisions about performance can be easy, if you understand what's going on. This book explains in a clear and thoughtful voice why systems perform the way they do. It's for anybody who's curious about how computer programs and other processes use their time and about what you can do to improve them.Through a mix
... Read more
AI & Data Literacy

Empowering Citizens of Data Science

by Bill Schmarzo ...

Learn the key skills and capabilities that empower Citizens of Data Science to not only survive but thrive in an AI-dominated world. Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesPrepare for a future dominated by AI and big dataEnhance your AI and data literacy with real-world examplesLearn how to leverage AI and data to address current and future challengesBook ... Read more

$15.99 USD or Free with Kobo Plus

Learn the key skills and capabilities that empower Citizens of Data Science to not only survive but thrive in an AI-dominated world. Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesPrepare for a future dominated by AI and big dataEnhance your AI and data literacy with real-world examplesLearn how to leverage AI and data to address current and future challengesBook
... Read more
Governing the Digital Society

Platforms, Artificial Intelligence, and Public Values

Edited by José Dijck, Karin Es, Anne Helmond, Fernando Vlist ...

Series series Digital Studies
Digital technologies have rapidly become integral to communities and societies, bringing both significant benefits and serious concerns. Issues such as misinformation, disinformation, online polarization, discrimination, and widening inequalities have prompted a critical and urgent debate: Can digital societies still be effectively governed? This book brings together insights from various ... Read more

Free

Digital technologies have rapidly become integral to communities and societies, bringing both significant benefits and serious concerns. Issues such as misinformation, disinformation, online polarization, discrimination, and widening inequalities have prompted a critical and urgent debate: Can digital societies still be effectively governed? This book brings together insights from various
... Read more
Microsoft Power BI Quick Start Guide

The ultimate beginner's guide to data modeling, visualization, digital storytelling, and more

by Devin Knight, Erin Ostrowsky, Mitchell Pearson, Bradley Schacht ...

Bring your data to life with this accessible yet fast-paced introduction to Power BI, now in color. Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesLearn faster with practical examples of the latest features of Power BI, including navigator buttons, column-level security, visualizing goals, and moreMigrate your existing Excel and data analysis skills to Power ... Read more

$28.99 USD or Free with Kobo Plus

Bring your data to life with this accessible yet fast-paced introduction to Power BI, now in color. Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesLearn faster with practical examples of the latest features of Power BI, including navigator buttons, column-level security, visualizing goals, and moreMigrate your existing Excel and data analysis skills to Power
... Read more
Algorithms Unlocked

by Thomas H. Cormen ...

For anyone who has ever wondered how computers solve problems, an engagingly written guide for nonexperts to the basics of computer algorithms.Have you ever wondered how your GPS can find the fastest way to your destination, selecting one route from seemingly countless possibilities in mere seconds? How your credit card account number is protected when you make a purchase over the Internet? The ... Read more

$21.99 USD

For anyone who has ever wondered how computers solve problems, an engagingly written guide for nonexperts to the basics of computer algorithms.Have you ever wondered how your GPS can find the fastest way to your destination, selecting one route from seemingly countless possibilities in mere seconds? How your credit card account number is protected when you make a purchase over the Internet? The
... Read more
Mulheres invisíveis

O viés dos dados em um mundo projetado para homens

by Caroline Criado Perez ...

Translated by Renata Guerra ...

Como a coleta e o uso dos dados contribuem para o enorme desequilíbrio entre as experiências de homens e mulheres na sociedadeDesde o controle do fogo e o domínio da agricultura até as evoluções tecnológicas da atualidade, as conquistas dos seres humanos sempre começaram com a observação do mundo, algo conhecido hoje como coleta de dados. Como base da ciência, são os dados que determinam a ... Read more

Was $11.99 USD Now $5.99 USD

Como a coleta e o uso dos dados contribuem para o enorme desequilíbrio entre as experiências de homens e mulheres na sociedadeDesde o controle do fogo e o domínio da agricultura até as evoluções tecnológicas da atualidade, as conquistas dos seres humanos sempre começaram com a observação do mundo, algo conhecido hoje como coleta de dados. Como base da ciência, são os dados que determinam a
... Read more
L’éthique des mégadonnées (Big Data) en recherche

by Nicolae Sfetcu ...

Les principaux problèmes rencontrés par les scientifiques qui travaillent avec des ensembles de données massives (mégadonnées, Big Data), en soulignant les principaux problèmes éthiques, tout en tenant compte de la législation de l'Union européenne. Après une brève Introduction au Big Data, la section Technologie présente les applications spécifiques de la recherche. Il suit une approche des ... Read more

Free

Les principaux problèmes rencontrés par les scientifiques qui travaillent avec des ensembles de données massives (mégadonnées, Big Data), en soulignant les principaux problèmes éthiques, tout en tenant compte de la législation de l'Union européenne. Après une brève Introduction au Big Data, la section Technologie présente les applications spécifiques de la recherche. Il suit une approche des
... Read more
MySQL 8 Administrator???s Guide

Effective guide to administering high-performance MySQL 8 solutions

by Chintan Mehta, Hetal Oza, Subhash Shah, Ravi Shah ...

Step by step guide to monitor, manage, and secure your database engineKey FeaturesYour companion to master all the administration-related tasks in MySQL 8Ensure high performance and high availability of your MySQL solution using effective replication and backup techniquesA comprehensive guide to performing query optimization, security and a whole host of other administrative tasks in MySQL 8Book ... Read more

$34.99 USD or Free with Kobo Plus

Step by step guide to monitor, manage, and secure your database engineKey FeaturesYour companion to master all the administration-related tasks in MySQL 8Ensure high performance and high availability of your MySQL solution using effective replication and backup techniquesA comprehensive guide to performing query optimization, security and a whole host of other administrative tasks in MySQL 8Book
... Read more
Data Architecture

From Zen to Reality

by Charles Tupper ...

Data Architecture: From Zen to Reality explains the principles underlying data architecture, how data evolves with organizations, and the challenges organizations face in structuring and managing their data. Using a holistic approach to the field of data architecture, the book describes proven methods and technologies to solve the complex issues dealing with data. It covers the various applied ... Read more

$58.99 USD

Data Architecture: From Zen to Reality explains the principles underlying data architecture, how data evolves with organizations, and the challenges organizations face in structuring and managing their data. Using a holistic approach to the field of data architecture, the book describes proven methods and technologies to solve the complex issues dealing with data. It covers the various applied
... Read more
MySQL Cookbook

Solutions for Database Developers and Administrators

by Sveta Smirnova, Alkin Tezuysal ...

For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for programmers who don't have the time (or expertise) to ... Read more

$55.99 USD

For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for programmers who don't have the time (or expertise) to
... Read more
Global Digital Data Governance

Polycentric Perspectives

Edited by Carolina Aguerre, Malcolm Campbell-Verduyn, Jan Aart Scholte ...

Series series Routledge Global Cooperation Series
This book provides a nuanced exploration of contemporary digital data governance, highlighting the importance of cooperation across sectors and disciplines in order to adapt to a rapidly evolving technological landscape. Most of the theory around global digital data governance remains scattered and focused on specific actors, norms, processes, or disciplinary approaches. This book argues for a ... Read more

Free

This book provides a nuanced exploration of contemporary digital data governance, highlighting the importance of cooperation across sectors and disciplines in order to adapt to a rapidly evolving technological landscape. Most of the theory around global digital data governance remains scattered and focused on specific actors, norms, processes, or disciplinary approaches. This book argues for a
... Read more
Big data, machine learning y data science en python

by José Manuel Ortega ...

El libro está dirigido aquellos lectores que estén trabajando en proyecto relacionados con big data y busquen identificar las características de una solución de Big Data, los datos asociados a estas soluciones, la infraestructura requerida, y las técnicas de procesamiento de esos datos. Entre los principales objetivos podemos destacar:_x000D_ _x000D_ • Introducir los conceptos de ciencias de datos ... Read more

$10.99 USD or Free with Kobo Plus

El libro está dirigido aquellos lectores que estén trabajando en proyecto relacionados con big data y busquen identificar las características de una solución de Big Data, los datos asociados a estas soluciones, la infraestructura requerida, y las técnicas de procesamiento de esos datos. Entre los principales objetivos podemos destacar:_x000D_ _x000D_ • Introducir los conceptos de ciencias de datos
... Read more
Business Intelligence Strategy and Big Data Analytics

A General Management Perspective

by Steve Williams ...

Business Intelligence Strategy and Big Data Analytics is written for business leaders, managers, and analysts - people who are involved with advancing the use of BI at their companies or who need to better understand what BI is and how it can be used to improve profitability. It is written from a general management perspective, and it draws on observations at 12 companies whose annual revenues ... Read more

$35.99 USD

Business Intelligence Strategy and Big Data Analytics is written for business leaders, managers, and analysts - people who are involved with advancing the use of BI at their companies or who need to better understand what BI is and how it can be used to improve profitability. It is written from a general management perspective, and it draws on observations at 12 companies whose annual revenues
... Read more
The Data Science Handbook

by Field Cady ...

Practical, accessible guide to becoming a data scientist, updated to include the latest advances in data science and related fields.Becoming a data scientist is hard. The job focuses on mathematical tools, but also demands fluency with software engineering, understanding of a business situation, and deep understanding of the data itself. This book provides a crash course in data science, combining ... Read more

$62.00 USD

Practical, accessible guide to becoming a data scientist, updated to include the latest advances in data science and related fields.Becoming a data scientist is hard. The job focuses on mathematical tools, but also demands fluency with software engineering, understanding of a business situation, and deep understanding of the data itself. This book provides a crash course in data science, combining
... Read more
Streaming Data

Understanding the real-time pipeline

by Andrew Psaltis ...

SummaryStreaming Data introduces the concepts and requirements of streaming and real-time data systems. The book is an idea-rich tutorial that teaches you to think about how to efficiently interact with fast-flowing data.About the TechnologyAs humans, we're constantly filtering and deciphering the information streaming toward us. In the same way, streaming data applications can accomplish amazing ... Read more

$49.99 USD

SummaryStreaming Data introduces the concepts and requirements of streaming and real-time data systems. The book is an idea-rich tutorial that teaches you to think about how to efficiently interact with fast-flowing data.About the TechnologyAs humans, we're constantly filtering and deciphering the information streaming toward us. In the same way, streaming data applications can accomplish amazing
... Read more
Principles of Data Wrangling

Practical Techniques for Data Preparation

by Tye Rattenbury, Joseph M. Hellerstein, Jeffrey Heer, Sean Kandel, Connor Carreras ...

A key task that any aspiring data-driven organization needs to learn is data wrangling, the process of converting raw data into something truly useful. This practical guide provides business analysts with an overview of various data wrangling techniques and tools, and puts the practice of data wrangling into context by asking, "What are you trying to do and why?"Wrangling data consumes roughly 50 ... Read more

$20.99 USD

A key task that any aspiring data-driven organization needs to learn is data wrangling, the process of converting raw data into something truly useful. This practical guide provides business analysts with an overview of various data wrangling techniques and tools, and puts the practice of data wrangling into context by asking, "What are you trying to do and why?"Wrangling data consumes roughly 50
... Read more

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