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Machine Learning Model Serving Patterns and Best Practices

A definitive guide to deploying, monitoring, and providing accessibility to ML models in production

by Md Johirul Islam ...

Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational useKey FeaturesLearn best practices about bringing your models to productionExplore the tools available for serving ML models and the differences between themUnderstand state-of-the-art monitoring ... Read more

$32.99 USD or Free with Kobo Plus

Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational useKey FeaturesLearn best practices about bringing your models to productionExplore the tools available for serving ML models and the differences between themUnderstand state-of-the-art monitoring
... Read more
Network Science with Python and NetworkX Quick Start Guide

Explore and visualize network data effectively

by Edward L. Platt ...

Manipulate and analyze network data with the power of Python and NetworkXKey FeaturesUnderstand the terminology and basic concepts of network scienceLeverage the power of Python and NetworkX to represent data as a networkApply common techniques for working with network data of varying sizesBook DescriptionNetworkX is a leading free and open source package used for network science with the Python ... Read more

$22.99 USD or Free with Kobo Plus

Manipulate and analyze network data with the power of Python and NetworkXKey FeaturesUnderstand the terminology and basic concepts of network scienceLeverage the power of Python and NetworkX to represent data as a networkApply common techniques for working with network data of varying sizesBook DescriptionNetworkX is a leading free and open source package used for network science with the Python
... Read more
Learning Spark SQL

Architect streaming analytics and machine learning solutions

by Aurobindo Sarkar ...

Design, implement, and deliver successful streaming applications, machine learning pipelines and graph applications using Spark SQL APIKey Features\[\*\] Learn about the design and implementation of streaming applications, machine learning pipelines, deep learning, and large-scale graph processing applications using Spark SQL APIs and Scala.\[\*\] Learn data exploration, data munging, and how to ... Read more

$44.99 USD or Free with Kobo Plus

Design, implement, and deliver successful streaming applications, machine learning pipelines and graph applications using Spark SQL APIKey Features\[\*\] Learn about the design and implementation of streaming applications, machine learning pipelines, deep learning, and large-scale graph processing applications using Spark SQL APIs and Scala.\[\*\] Learn data exploration, data munging, and how to
... 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
Python: Data Analytics and Visualization

by Phuong Vo.T.H, Martin Czygan, Ashish Kumar, Kirthi Raman ...

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to ... Read more

$71.99 USD or Free with Kobo Plus

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to
... 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
Learning Pentaho Data Integration 8 CE

An end-to-end guide to exploring, transforming, and integrating your data across multiple sources

by Dan Keeley, Diethard Steiner, María Carina Roldán, Miguel Gaspar, Pablo Castagnaro, Paula Clemente, Paulo Alexandre de Oliveira Rodrigues Pires ...

Get up and running with the Pentaho Data Integration tool using this hands-on, easy-to-read guideKey Features\[\*\]Manipulate your data by exploring, transforming, validating, and integrating it using Pentaho Data Integration 8 CE\[\*\]A comprehensive guide exploring the features of Pentaho Data Integration 8 CE\[\*\]Connect to any database engine, explore the databases, and perform all kind of ... Read more

$41.99 USD or Free with Kobo Plus

Get up and running with the Pentaho Data Integration tool using this hands-on, easy-to-read guideKey Features\[\*\]Manipulate your data by exploring, transforming, validating, and integrating it using Pentaho Data Integration 8 CE\[\*\]A comprehensive guide exploring the features of Pentaho Data Integration 8 CE\[\*\]Connect to any database engine, explore the databases, and perform all kind of
... Read more
Data Preparation and Exploration

Applied to Healthcare Data

by Robert Hoyt, Robert Muenchen ...

Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the ... Read more

$11.99 USD

Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the
... Read more
Data Science with SQL Server Quick Start Guide

Integrate SQL Server with data science

by Dejan Sarka ...

Get unique insights from your data by combining the power of SQL Server, R and PythonKey FeaturesUse the features of SQL Server 2017 to implement the data science project life cycleLeverage the power of R and Python to design and develop efficient data modelsfind unique insights from your data with powerful techniques for data preprocessing and analysisBook DescriptionSQL Server only started to ... Read more

$28.99 USD or Free with Kobo Plus

Get unique insights from your data by combining the power of SQL Server, R and PythonKey FeaturesUse the features of SQL Server 2017 to implement the data science project life cycleLeverage the power of R and Python to design and develop efficient data modelsfind unique insights from your data with powerful techniques for data preprocessing and analysisBook DescriptionSQL Server only started to
... Read more
SQL in a Nutshell

A Desktop Quick Reference

by Kevin Kline, Daniel Kline, Brand Hunt ...

SQL in a Nutshell applies the eminently useful "Nutshell" format to Structured Query Language (SQL), the elegant--but complex--descriptive language that is used to create and manipulate large stores of data. For SQL programmers, analysts, and database administrators, the new second edition of SQL in a Nutshell is the essential date language reference for the world's top SQL database products. SQL ... Read more

$25.99 USD

SQL in a Nutshell applies the eminently useful "Nutshell" format to Structured Query Language (SQL), the elegant--but complex--descriptive language that is used to create and manipulate large stores of data. For SQL programmers, analysts, and database administrators, the new second edition of SQL in a Nutshell is the essential date language reference for the world's top SQL database products. SQL
... Read more
97 Things Every Data Engineer Should Know

by Tobias Macey ...

Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their experiences and lessons learned for overcoming a variety of specific and often ... Read more

$30.99 USD

Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their experiences and lessons learned for overcoming a variety of specific and often
... Read more
Beyond Data

Reclaiming Human Rights at the Dawn of the Metaverse

by Elizabeth M. Renieris ...

Why laws focused on data cannot effectively protect people—and how an approach centered on human rights offers the best hope for preserving human dignity and autonomy in a cyberphysical world.Ever-pervasive technology poses a clear and present danger to human dignity and autonomy, as many have pointed out. And yet, for the past fifty years, we have been so busy protecting data that we have failed ... Read more

$15.99 USD

Why laws focused on data cannot effectively protect people—and how an approach centered on human rights offers the best hope for preserving human dignity and autonomy in a cyberphysical world.Ever-pervasive technology poses a clear and present danger to human dignity and autonomy, as many have pointed out. And yet, for the past fifty years, we have been so busy protecting data that we have failed
... Read more
Deep Learning with PyTorch

by Luca Pietro Giovanni Antiga, Eli Stevens, Thomas Viehmann ...

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorchKey FeaturesWritten by PyTorch’s creator and key contributorsDevelop deep learning models in a familiar Pythonic wayUse PyTorch to build an image classifier for cancer detectionDiagnose ... Read more

$36.99 USD

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorchKey FeaturesWritten by PyTorch’s creator and key contributorsDevelop deep learning models in a familiar Pythonic wayUse PyTorch to build an image classifier for cancer detectionDiagnose
... Read more
Relevant Search

With applications for Solr and Elasticsearch

by John Berryman, Doug Turnbull ...

SummaryRelevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines.About the TechnologyUsers are accustomed to and expect instant, relevant search results. To achieve this, you must master the search engine. Yet for many developers, relevance ... Read more

$49.99 USD

SummaryRelevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines.About the TechnologyUsers are accustomed to and expect instant, relevant search results. To achieve this, you must master the search engine. Yet for many developers, relevance
... Read more
The Pandas Workshop

A comprehensive guide to using Python for data analysis with real-world case studies

by Blaine Bateman, Saikat Basak, William So, Thomas Joseph ...

Learn the fundamentals of data science with Python by analyzing real datasets and solving problems using pandasKey FeaturesLearn how to apply data retrieval, transformation, visualization, and modeling techniques using pandasBecome highly efficient in unlocking deeper insights from your data, including databases, web data, and moreBuild your experience and confidence with hands-on exercises and ... Read more

$39.99 USD or Free with Kobo Plus

Learn the fundamentals of data science with Python by analyzing real datasets and solving problems using pandasKey FeaturesLearn how to apply data retrieval, transformation, visualization, and modeling techniques using pandasBecome highly efficient in unlocking deeper insights from your data, including databases, web data, and moreBuild your experience and confidence with hands-on exercises and
... Read more
Pandas Cookbook

Practical recipes for scientific computing, time series, and exploratory data analysis using Python

by William Ayd, Matthew Harrison ...

From fundamental techniques to advanced strategies for handling big data, visualization, and more, this book equips you with skills to excel in real-world data analysis projects. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesThis book targets features in pandas 2.x and beyondPractical, easy to implement recipes for quick solutions to common problems in ... Read more

$35.99 USD or Free with Kobo Plus

From fundamental techniques to advanced strategies for handling big data, visualization, and more, this book equips you with skills to excel in real-world data analysis projects. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesThis book targets features in pandas 2.x and beyondPractical, easy to implement recipes for quick solutions to common problems in
... 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
Data Engineering Best Practices

Architect robust and cost-effective data solutions in the cloud era

by David Larochelle, Richard J. Schiller ...

Explore modern data engineering techniques and best practices to build scalable, efficient, and future-proof data processing systems across cloud platformsKey FeaturesArchitect and engineer optimized data solutions in the cloud with best practices for performance and cost-effectivenessExplore design patterns and use cases to balance roles, technology choices, and processes for a future-proof ... Read more

$35.99 USD or Free with Kobo Plus

Explore modern data engineering techniques and best practices to build scalable, efficient, and future-proof data processing systems across cloud platformsKey FeaturesArchitect and engineer optimized data solutions in the cloud with best practices for performance and cost-effectivenessExplore design patterns and use cases to balance roles, technology choices, and processes for a future-proof
... Read more
ZooKeeper

Distributed Process Coordination

by Flavio Junqueira, Benjamin Reed ...

Building distributed applications is difficult enough without having to coordinate the actions that make them work. This practical guide shows how Apache ZooKeeper helps you manage distributed systems, so you can focus mainly on application logic. Even with ZooKeeper, implementing coordination tasks is not trivial, but this book provides good practices to give you a head start, and points out ... Read more

$21.99 USD

Building distributed applications is difficult enough without having to coordinate the actions that make them work. This practical guide shows how Apache ZooKeeper helps you manage distributed systems, so you can focus mainly on application logic. Even with ZooKeeper, implementing coordination tasks is not trivial, but this book provides good practices to give you a head start, and points out
... Read more
Data Science: The Hard Parts

Techniques for Excelling at Data Science

by Daniel Vaughan ...

This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills ... Read more

$41.99 USD

This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills
... Read more
Advanced Splunk

Master the art of getting the maximum out of your machine data using Splunk

by Ashish Kumar Tulsiram Yadav ...

Master the art of getting the maximum out of your machine data using SplunkKey Features\[\*\] A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3\[\*\] Develop and manage your own Splunk apps for greater insight from your machine data\[\*\] Full coverage of high-level Splunk techniques including advanced searches, manipulations, and ... Read more

$41.99 USD or Free with Kobo Plus

Master the art of getting the maximum out of your machine data using SplunkKey Features\[\*\] A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3\[\*\] Develop and manage your own Splunk apps for greater insight from your machine data\[\*\] Full coverage of high-level Splunk techniques including advanced searches, manipulations, and
... Read more
Apache Oozie

The Workflow Scheduler for Hadoop

by Mohammad Kamrul Islam, Aravind Srinivasan ...

Get a solid grounding in Apache Oozie, the workflow scheduler system for managing Hadoop jobs. With this hands-on guide, two experienced Hadoop practitioners walk you through the intricacies of this powerful and flexible platform, with numerous examples and real-world use cases.Once you set up your Oozie server, you’ll dive into techniques for writing and coordinating workflows, and learn how to ... Read more

$24.99 USD

Get a solid grounding in Apache Oozie, the workflow scheduler system for managing Hadoop jobs. With this hands-on guide, two experienced Hadoop practitioners walk you through the intricacies of this powerful and flexible platform, with numerous examples and real-world use cases.Once you set up your Oozie server, you’ll dive into techniques for writing and coordinating workflows, and learn how to
... Read more
Natural Language Processing with Python: Natural Language Processing Using NLTK

by Frank Millstein ...

This book is a perfect beginner's guide to natural language processing. It is offering an easy to understand guide to implementing NLP techniques using Python. Natural language processing has been around for more than fifty years, but just recently with greater amounts of data present and better computational powers, it has gained a greater popularity.Given the importance of data, there is no ... Read more

$3.99 USD or Free with Kobo Plus

This book is a perfect beginner's guide to natural language processing. It is offering an easy to understand guide to implementing NLP techniques using Python. Natural language processing has been around for more than fifty years, but just recently with greater amounts of data present and better computational powers, it has gained a greater popularity.Given the importance of data, there is no
... Read more
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

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