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Statistics for Machine Learning

Techniques for exploring supervised, unsupervised, and reinforcement learning models with Python and R

by Pratap Dangeti ...

Build Machine Learning models with a sound statistical understanding.Key FeaturesLearn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics.Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering.Master the statistical aspect of Machine Learning with the help of this example-rich guide to R and ... Read more

$41.39 USD or Free with Kobo Plus

Build Machine Learning models with a sound statistical understanding.Key FeaturesLearn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics.Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering.Master the statistical aspect of Machine Learning with the help of this example-rich guide to R and
... Read more
Statistics for Data Science

Leverage the power of statistics for Data Analysis, Classification, Regression, Machine Learning, and Neural Networks

by James D. Miller, James C. Mott, Rajprasath Subramanian, Shaikh Salamatullah, Vijayakumar Ramdoss ...

Get your statistics basics right before diving into the world of data science Key FeaturesNo need to take a degree in statistics, read this book and get a strong statistics base for data science and real-world programs;Implement statistics in data science tasks such as data cleaning, mining, and analysisLearn all about probability, statistics, numerical computations, and more with the help of R ... Read more

$34.19 USD or Free with Kobo Plus

Get your statistics basics right before diving into the world of data science Key FeaturesNo need to take a degree in statistics, read this book and get a strong statistics base for data science and real-world programs;Implement statistics in data science tasks such as data cleaning, mining, and analysisLearn all about probability, statistics, numerical computations, and more with the help of R
... 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
Python Data Analysis

by Ivan Idris ...

This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst. ... Read more

$27.89 USD or Free with Kobo Plus

This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst.
... Read more
Splunk 7.x Quick Start Guide

Gain business data insights from operational intelligence

by James H. Baxter ...

Learn how to architect, implement, and administer a complex Splunk Enterprise environment and extract valuable insights from business data.Key FeaturesUnderstand the various components of Splunk and how they work together to provide a powerful Big Data analytics solution.Collect and index data from a wide variety of common machine data sourcesDesign searches, reports, and dashboard visualizations ... Read more

$34.19 USD or Free with Kobo Plus

Learn how to architect, implement, and administer a complex Splunk Enterprise environment and extract valuable insights from business data.Key FeaturesUnderstand the various components of Splunk and how they work together to provide a powerful Big Data analytics solution.Collect and index data from a wide variety of common machine data sourcesDesign searches, reports, and dashboard visualizations
... Read more
Beautiful Visualization

Looking at Data through the Eyes of Experts

by Julie Steele, Noah Iliinsky ...

Visualization is the graphic presentation of data -- portrayals meant to reveal complex information at a glance. Think of the familiar map of the New York City subway system, or a diagram of the human brain. Successful visualizations are beautiful not only for their aesthetic design, but also for elegant layers of detail that efficiently generate insight and new understanding.This book examines ... Read more

$34.59 USD

Visualization is the graphic presentation of data -- portrayals meant to reveal complex information at a glance. Think of the familiar map of the New York City subway system, or a diagram of the human brain. Successful visualizations are beautiful not only for their aesthetic design, but also for elegant layers of detail that efficiently generate insight and new understanding.This book examines
... 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

$22.79 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
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

$41.09 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
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

$22.79 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
Troubleshooting PostgreSQL

Intercept problems and challenges typically faced by PostgreSQL database administrators with the best troubleshooting techniques

by Hans-Jürgen Schönig ...

Key FeaturesBook DescriptionIf you are a database administrator looking for solutions to common PostgreSQL problems, this is the book for you. The book is suitable for people with intermediate and professional expertise.What you will learnDetect bottlenecks caused by missing indexesOptimize your data structures for optimal memory footprintWrite better, performanceoptimized stored proceduresMonitor ... Read more

$25.69 USD or Free with Kobo Plus

Key FeaturesBook DescriptionIf you are a database administrator looking for solutions to common PostgreSQL problems, this is the book for you. The book is suitable for people with intermediate and professional expertise.What you will learnDetect bottlenecks caused by missing indexesOptimize your data structures for optimal memory footprintWrite better, performanceoptimized stored proceduresMonitor
... Read more
Data Visualization

A Practical Introduction

by Kieran Healy ...

An accessible primer on how to create effective graphics from dataThis book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and ... Read more

$35.99 USD

An accessible primer on how to create effective graphics from dataThis book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and
... Read more
Network Coding

Fundamentals and Applications

Edited by Muriel Medard, Alex Sprintson ...

Network coding is a field of information and coding theory and is a method of attaining maximum information flow in a network. This book is an ideal introduction for the communications and network engineer, working in research and development, who needs an intuitive introduction to network coding and to the increased performance and reliability it offers in many applications. This book is an ideal ... Read more

$80.09 USD

Network coding is a field of information and coding theory and is a method of attaining maximum information flow in a network. This book is an ideal introduction for the communications and network engineer, working in research and development, who needs an intuitive introduction to network coding and to the increased performance and reliability it offers in many applications. This book is an ideal
... Read more
The Year in Tech, 2023: The Insights You Need from Harvard Business Review

by Harvard Business Review, Beena Ammanath, Andrew Ng, Michael Luca, Bhaskar Ghosh ...

Series series HBR Insights Series
A year of HBR's essential thinking on tech—all in one place.Easy-to-use AI tools, contactless commerce, crypto for business, the mature metaverse—new technologies like these are reshaping organizations at the hybrid office, on factory floors, and in the C-suite. What should you and your company be doing now to take advantage of the new opportunities these technologies are creating—and avoid ... Read more

$16.59 USD or Free with Kobo Plus

A year of HBR's essential thinking on tech—all in one place.Easy-to-use AI tools, contactless commerce, crypto for business, the mature metaverse—new technologies like these are reshaping organizations at the hybrid office, on factory floors, and in the C-suite. What should you and your company be doing now to take advantage of the new opportunities these technologies are creating—and avoid
... Read more
Azure Synapse Analytics Cookbook

Implement a limitless analytical platform using effective recipes for Azure Synapse

by Meenakshi Muralidharan, Gaurav Agarwal(BLR) ...

Whether you're an Azure veteran or just getting started, get the most out of your data with effective recipes for Azure SynapseKey FeaturesDiscover new techniques for using Azure Synapse, regardless of your level of expertiseIntegrate Azure Synapse with other data sources to create a unified experience for your analytical needs using Microsoft AzureLearn how to embed data governance and ... Read more

$34.19 USD or Free with Kobo Plus

Whether you're an Azure veteran or just getting started, get the most out of your data with effective recipes for Azure SynapseKey FeaturesDiscover new techniques for using Azure Synapse, regardless of your level of expertiseIntegrate Azure Synapse with other data sources to create a unified experience for your analytical needs using Microsoft AzureLearn how to embed data governance and
... Read more
Learning pandas

High performance data manipulation and analysis using Python

by Michael Heydt, Nicola Rainiero, Sonali Dayal ...

Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discoveryKey FeaturesGet comfortable using pandas and Python as an effective data exploration and analysis toolExplore pandas through a framework of data analysis, with an explanation of how pandas is well suited for the various stages in a data analysis processA comprehensive guide to ... Read more

$41.39 USD or Free with Kobo Plus

Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discoveryKey FeaturesGet comfortable using pandas and Python as an effective data exploration and analysis toolExplore pandas through a framework of data analysis, with an explanation of how pandas is well suited for the various stages in a data analysis processA comprehensive guide to
... Read more
Entity Information Life Cycle for Big Data

Master Data Management and Information Integration

by Yinle Zhou, John R. Talburt ...

Entity Information Life Cycle for Big Data walks you through the ins and outs of managing entity information so you can successfully achieve master data management (MDM) in the era of big data. This book explains big data's impact on MDM and the critical role of entity information management system (EIMS) in successful MDM. Expert authors Dr. John R. Talburt and Dr. Yinle Zhou provide a thorough ... Read more

$58.49 USD

Entity Information Life Cycle for Big Data walks you through the ins and outs of managing entity information so you can successfully achieve master data management (MDM) in the era of big data. This book explains big data's impact on MDM and the critical role of entity information management system (EIMS) in successful MDM. Expert authors Dr. John R. Talburt and Dr. Yinle Zhou provide a thorough
... Read more
Practical Lakehouse Architecture

Designing and Implementing Modern Data Platforms at Scale

by Gaurav Ashok Thalpati ...

This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use ... Read more

$43.19 USD

This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use
... 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

$34.19 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
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
Getting Started with Couchbase Server

Extreme Scalability at Your Fingertips

by MC Brown ...

Do you know what to do if your web application goes viral and usage suddenly explodes? This concise guide introduces you to Couchbase Server, an extremely fast NoSQL database that automatically distributes data across a cluster of commodity servers or virtual machines. You’ll learn hands-on how to build a Couchbase cluster without changing your application, and how to expand your database on the ... Read more

$13.09 USD

Do you know what to do if your web application goes viral and usage suddenly explodes? This concise guide introduces you to Couchbase Server, an extremely fast NoSQL database that automatically distributes data across a cluster of commodity servers or virtual machines. You’ll learn hands-on how to build a Couchbase cluster without changing your application, and how to expand your database on the
... Read more
Learning Elastic Stack 6.0

A beginner's guide to distributed search, analytics, and visualization using Elasticsearch, Logstash and Kibana

by Pranav Shukla, Sharath Kumar ...

Deliver end-to-end real-time distributed data processing solutions by leveraging the power of Elastic Stack 6.0Key Features- Get to grips with the new features introduced in Elastic Stack 6.0- Get valuable insights from your data by working with the different components of the Elastic stack such as Elasticsearch, Logstash, Kibana, X-Pack, and Beats- Includes handy tips and techniques to build, ... Read more

$27.89 USD or Free with Kobo Plus

Deliver end-to-end real-time distributed data processing solutions by leveraging the power of Elastic Stack 6.0Key Features- Get to grips with the new features introduced in Elastic Stack 6.0- Get valuable insights from your data by working with the different components of the Elastic stack such as Elasticsearch, Logstash, Kibana, X-Pack, and Beats- Includes handy tips and techniques to build,
... Read more
Business Intelligence with MicroStrategy Cookbook

by Davide Moraschi ...

Written in a cookbook style, this book will teach you through the use of recipes with examples and illustrations. Each recipe contains step-by-step instructions about everything necessary to execute a particular task.This book is intended for both BI and database developers who want to expand their knowledge of MicroStrategy. It is also useful for advanced data analysts who are evaluating ... Read more

$31.49 USD or Free with Kobo Plus

Written in a cookbook style, this book will teach you through the use of recipes with examples and illustrations. Each recipe contains step-by-step instructions about everything necessary to execute a particular task.This book is intended for both BI and database developers who want to expand their knowledge of MicroStrategy. It is also useful for advanced data analysts who are evaluating
... Read more
Hadoop MapReduce v2 Cookbook

Explore the Hadoop MapReduce v2 ecosystem to gain insights from very large datasets

by Nanayakkara Kuruppuge T Gunarathne ...

Key FeaturesBook DescriptionIf you are a Big Data enthusiast and wish to use Hadoop v2 to solve your problems, then this book is for you. This book is for Java programmers with little to moderate knowledge of Hadoop MapReduce. This is also a one-stop reference for developers and system admins who want to quickly get up to speed with using Hadoop v2. It would be helpful to have a basic knowledge of ... Read more

$31.49 USD or Free with Kobo Plus

Key FeaturesBook DescriptionIf you are a Big Data enthusiast and wish to use Hadoop v2 to solve your problems, then this book is for you. This book is for Java programmers with little to moderate knowledge of Hadoop MapReduce. This is also a one-stop reference for developers and system admins who want to quickly get up to speed with using Hadoop v2. It would be helpful to have a basic knowledge of
... 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

$41.39 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

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