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Statistics for Machine Learning

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

de 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 ... Leer más

$41.99 USD o gratis con 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
... Leer más
Stream Analytics with Microsoft Azure

Real-time data processing for quick insights using Azure Stream Analytics

de Anindita Basak, Ryan Murphy, Manpreet Singh, Krishnaswamy Venkataraman ...

Develop and manage effective real-time streaming solutions by leveraging the power of Microsoft AzureKey FeaturesAnalyze your data from various sources using Microsoft Azure Stream AnalyticsDevelop, manage and automate your stream analytics solution with Microsoft AzureA practical guide to real-time event processing and performing analytics on the cloudBook DescriptionMicrosoft Azure is a very ... Leer más

$37.99 USD o gratis con Kobo Plus

Develop and manage effective real-time streaming solutions by leveraging the power of Microsoft AzureKey FeaturesAnalyze your data from various sources using Microsoft Azure Stream AnalyticsDevelop, manage and automate your stream analytics solution with Microsoft AzureA practical guide to real-time event processing and performing analytics on the cloudBook DescriptionMicrosoft Azure is a very
... Leer más
Oracle Regular Expressions Pocket Reference

Tutorial & Quick Reference

de Jonathan Gennick, Peter Linsley ...

Support for regular expressions in SQL and PL/SQL is one of the most exciting features of Oracle Database 10G. Oracle has long supported the ANSI-standard LIKE predicate for rudimentary pattern matching, but regular expressions take pattern matching to a new level. They provide a powerful way to select data that matches a pattern, as well as to manipulate, rearrange, and change that data.This ... Leer más

$7.99 USD

Support for regular expressions in SQL and PL/SQL is one of the most exciting features of Oracle Database 10G. Oracle has long supported the ANSI-standard LIKE predicate for rudimentary pattern matching, but regular expressions take pattern matching to a new level. They provide a powerful way to select data that matches a pattern, as well as to manipulate, rearrange, and change that data.This
... Leer más
The Data Hero Playbook

Developing Your Data Leadership Superpowers

de Malcolm Hawker ...

For thirty years, “best practices” in data have delivered bigger platforms, thicker slide decks, and disappointing outcomes. The problem isn’t technology. It’s mindset.The Data Hero Playbook reveals how limiting beliefs—learned helplessness, all-or-nothing thinking, externalized blame—have kept data from becoming truly transformational. The cure is a growth mindset, put into action through ... Leer más

$21.00 USD

For thirty years, “best practices” in data have delivered bigger platforms, thicker slide decks, and disappointing outcomes. The problem isn’t technology. It’s mindset.The Data Hero Playbook reveals how limiting beliefs—learned helplessness, all-or-nothing thinking, externalized blame—have kept data from becoming truly transformational. The cure is a growth mindset, put into action through
... Leer más
Learn Microsoft Power BI

A comprehensive, beginner-friendly guide to real-world business intelligence

de Greg Deckler ...

Harness the power of Power BI, Microsoft Fabric, and Copilot to deliver insights that drive enterprise success. Now includes downloadable PowerPoint slides for each chapter and exclusive video tutorials in both classic and preview Power BI interfaces, ideal for educators and self-learners. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesLearn Power BI ... Leer más

$43.99 USD o gratis con Kobo Plus

Harness the power of Power BI, Microsoft Fabric, and Copilot to deliver insights that drive enterprise success. Now includes downloadable PowerPoint slides for each chapter and exclusive video tutorials in both classic and preview Power BI interfaces, ideal for educators and self-learners. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesLearn Power BI
... Leer más
Python: Advanced Predictive Analytics

Gain practical insights by exploiting data in your business to build advanced predictive modeling applications

de Ashish Kumar, Joseph Babcock ...

Gain practical insights by exploiting data in your business to build advanced predictive modeling applicationsKey FeaturesA step-by-step guide to predictive modeling including lots of tips, tricks, and best practicesLearn how to use popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and ClusteringMaster open source Python tools to build ... Leer más

$71.99 USD o gratis con Kobo Plus

Gain practical insights by exploiting data in your business to build advanced predictive modeling applicationsKey FeaturesA step-by-step guide to predictive modeling including lots of tips, tricks, and best practicesLearn how to use popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and ClusteringMaster open source Python tools to build
... Leer más
Data Science at the Command Line

Obtain, Scrub, Explore, and Model Data with Unix Power Tools

de Jeroen Janssens ...

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 100 Unix power tools--useful whether you ... Leer más

$41.99 USD

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 100 Unix power tools--useful whether you
... Leer más
Focus on Geodatabases in ArcGIS Pro

de David W. Allen ...

Series series Focus On
Focus on Geodatabases in ArcGIS Pro introduces readers to the geodatabase, the comprehensive information model for representing and managing geographic information across the ArcGIS platform.Sharing best practices for creating and maintaining data integrity, chapter topics include the careful design of a geodatabase schema, building geodatabases that include data integrity rules, populating ... Leer más

$51.99 USD

Focus on Geodatabases in ArcGIS Pro introduces readers to the geodatabase, the comprehensive information model for representing and managing geographic information across the ArcGIS platform.Sharing best practices for creating and maintaining data integrity, chapter topics include the careful design of a geodatabase schema, building geodatabases that include data integrity rules, populating
... Leer más
Statistics for Data Science

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

de 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 ... Leer más

$34.99 USD o gratis con 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
... Leer más
Learning Predictive Analytics with Python

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python

de Ashish Kumar ...

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with PythonKey Features\[\*\]A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices\[\*\]Get to grips with the basics of Predictive Analytics with Python\[\*\]Learn how to use the popular predictive modeling algorithms such as Linear ... Leer más

$41.99 USD o gratis con Kobo Plus

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with PythonKey Features\[\*\]A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices\[\*\]Get to grips with the basics of Predictive Analytics with Python\[\*\]Learn how to use the popular predictive modeling algorithms such as Linear
... Leer más
Learning Neo4j 3.x

Effective data modeling, performance tuning and data visualization techniques in Neo4j

de Jerome Baton, Rik Van Bruggen ...

Run blazingly fast queries on complex graph datasets with the power of the Neo4j graph databaseKey Features\[\*\]Get acquainted with graph database systems and apply them in real-world use cases\[\*\] Use Cypher query language, APOC and other Neo4j extensions to derive meaningful analysis from complex data sets.\[\*\]A practical guide filled with ready to use examples on querying, graph processing ... Leer más

$41.99 USD o gratis con Kobo Plus

Run blazingly fast queries on complex graph datasets with the power of the Neo4j graph databaseKey Features\[\*\]Get acquainted with graph database systems and apply them in real-world use cases\[\*\] Use Cypher query language, APOC and other Neo4j extensions to derive meaningful analysis from complex data sets.\[\*\]A practical guide filled with ready to use examples on querying, graph processing
... Leer más
Streaming, Sharing, Stealing

Big Data and the Future of Entertainment

de 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 ... Leer más

$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
... Leer más
Learning Elastic Stack 6.0

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

de 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, ... Leer más

$27.99 USD o gratis con 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,
... Leer más
Apache Kafka 1.0 Cookbook

Over 100 practical recipes on using distributed enterprise messaging to handle real-time data

de Raúl Estrada ...

Simplify real-time data processing by leveraging the power of Apache Kafka 1.0Key FeaturesUse Kafka 1.0 features such as Confluent platforms and Kafka streams to build efficient streaming data applications to handle and process your dataIntegrate Kafka with other Big Data tools such as Apache Hadoop, Apache Spark, and moreHands-on recipes to help you design, operate, maintain, and secure your ... Leer más

$27.99 USD o gratis con Kobo Plus

Simplify real-time data processing by leveraging the power of Apache Kafka 1.0Key FeaturesUse Kafka 1.0 features such as Confluent platforms and Kafka streams to build efficient streaming data applications to handle and process your dataIntegrate Kafka with other Big Data tools such as Apache Hadoop, Apache Spark, and moreHands-on recipes to help you design, operate, maintain, and secure your
... Leer más
Extreme DAX

Take your Power BI and Microsoft data analytics skills to the next level

de Michiel Rozema, Henk Vlootman ...

Discover the true power of DAX and build advanced DAX solutions for practical business scenariosKey FeaturesSolve complex business problems within Microsoft BI tools including Power BI, SQL Server, and ExcelDevelop a conceptual understanding of critical business data modeling principlesLearn the subtleties of Power BI data visualizations, evaluation context, context transition, and filteringBook ... Leer más

$44.99 USD o gratis con Kobo Plus

Discover the true power of DAX and build advanced DAX solutions for practical business scenariosKey FeaturesSolve complex business problems within Microsoft BI tools including Power BI, SQL Server, and ExcelDevelop a conceptual understanding of critical business data modeling principlesLearn the subtleties of Power BI data visualizations, evaluation context, context transition, and filteringBook
... Leer más
Python: Data Analytics and Visualization

de 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 ... Leer más

$71.99 USD o gratis con 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
... Leer más
SQL Cheat Sheet - Quick Reference Guide

de Kaitlyn Chick ...

Series series Learning at a GLANCE
SQL Cheat Sheet & Guide, is designed as a quick reference, goto book for the working Microsoft and MySQL user. If you are like me, you like to keep all of your reference material together and not in a hundred internet searches. This QUICK LOOK reference is intended for the working IT professional in real world scenarios without having to find what you are looking for within a sea of webpage ... Leer más

$1.99 USD

SQL Cheat Sheet & Guide, is designed as a quick reference, goto book for the working Microsoft and MySQL user. If you are like me, you like to keep all of your reference material together and not in a hundred internet searches. This QUICK LOOK reference is intended for the working IT professional in real world scenarios without having to find what you are looking for within a sea of webpage
... Leer más
Analytics Engineering with SQL and dbt

Building Meaningful Data Models at Scale

de Rui Pedro Machado, Helder Russa ...

With the shift from data warehouses to data lakes, data now lands in repositories before it's been transformed, enabling engineers to model raw data into clean, well-defined datasets. dbt (data build tool) helps you take data further. This practical book shows data analysts, data engineers, BI developers, and data scientists how to create a true self-service transformation platform through the use ... Leer más

$41.99 USD

With the shift from data warehouses to data lakes, data now lands in repositories before it's been transformed, enabling engineers to model raw data into clean, well-defined datasets. dbt (data build tool) helps you take data further. This practical book shows data analysts, data engineers, BI developers, and data scientists how to create a true self-service transformation platform through the use
... Leer más
Managing Data Science

Effective strategies to manage data science projects and build a sustainable team

de Kirill Dubovikov ...

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitationsManage data science projects and assemble teams effectively even in the most challenging situationsUnderstand management principles and approaches for data science projects to streamline the ... Leer más

$22.99 USD o gratis con Kobo Plus

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitationsManage data science projects and assemble teams effectively even in the most challenging situationsUnderstand management principles and approaches for data science projects to streamline the
... Leer más
Hadoop: The Definitive Guide

The Definitive Guide

de Tom White ...

Hadoop: The Definitive Guide helps you harness the power of your data. Ideal for processing large datasets, the Apache Hadoop framework is an open source implementation of the MapReduce algorithm on which Google built its empire. This comprehensive resource demonstrates how to use Hadoop to build reliable, scalable, distributed systems: programmers will find details for analyzing large datasets, ... Leer más

$25.99 USD

Hadoop: The Definitive Guide helps you harness the power of your data. Ideal for processing large datasets, the Apache Hadoop framework is an open source implementation of the MapReduce algorithm on which Google built its empire. This comprehensive resource demonstrates how to use Hadoop to build reliable, scalable, distributed systems: programmers will find details for analyzing large datasets,
... Leer más
Mastering Blockchain

Distributed ledger technology, decentralization, and smart contracts explained

de Imran Bashir, Ankur Daharwal, Pranav Burnwal ...

Learn about cryptography and cryptocurrencies, so you can build highly secure, decentralized applications and conduct trusted in-app transactions.Key FeaturesGet to grips with the underlying technical principles and implementations of blockchainBuild powerful applications using Ethereum to secure transactions and create smart contractsExplore cryptography, mine cryptocurrencies, and solve ... Leer más

$36.99 USD o gratis con Kobo Plus

Learn about cryptography and cryptocurrencies, so you can build highly secure, decentralized applications and conduct trusted in-app transactions.Key FeaturesGet to grips with the underlying technical principles and implementations of blockchainBuild powerful applications using Ethereum to secure transactions and create smart contractsExplore cryptography, mine cryptocurrencies, and solve
... Leer más
Mastering Blockchain

Deeper insights into decentralization, cryptography, Bitcoin, and popular Blockchain frameworks

de Imran Bashir ...

Learn about cryptography and cryptocurrencies so you can build highly secure, decentralized applications and conduct trusted in-app transactionsKey Features\[\*\]Get to grips with the underlying technical principles and implementations of blockchain.\[\*\]Build powerful applications using Ethereum to secure transactions and create smart contracts.\[\*\]Explore cryptography, mine cryptocurrencies, ... Leer más

$41.99 USD o gratis con Kobo Plus

Learn about cryptography and cryptocurrencies so you can build highly secure, decentralized applications and conduct trusted in-app transactionsKey Features\[\*\]Get to grips with the underlying technical principles and implementations of blockchain.\[\*\]Build powerful applications using Ethereum to secure transactions and create smart contracts.\[\*\]Explore cryptography, mine cryptocurrencies,
... Leer más
Algorithms For Dummies

de John Paul Mueller, Luca Massaron ...

Your secret weapon to understanding—and using!—one of the most powerful influences in the world todayFrom your Facebook News Feed to your most recent insurance premiums—even making toast!—algorithms play a role in virtually everything that happens in modern society and in your personal life. And while they can seem complicated from a distance, the reality is that, with a little help, anyone can ... Leer más

$19.00 USD

Your secret weapon to understanding—and using!—one of the most powerful influences in the world todayFrom your Facebook News Feed to your most recent insurance premiums—even making toast!—algorithms play a role in virtually everything that happens in modern society and in your personal life. And while they can seem complicated from a distance, the reality is that, with a little help, anyone can
... Leer más
The Cloud Data Lake

A Guide to Building Robust Cloud Data Architecture

de Rukmani Gopalan ...

More organizations than ever understand the importance of data lake architectures for deriving value from their data. Building a robust, scalable, and performant data lake remains a complex proposition, however, with a buffet of tools and options that need to work together to provide a seamless end-to-end pipeline from data to insights.This book provides a concise yet comprehensive overview on the ... Leer más

$41.99 USD

More organizations than ever understand the importance of data lake architectures for deriving value from their data. Building a robust, scalable, and performant data lake remains a complex proposition, however, with a buffet of tools and options that need to work together to provide a seamless end-to-end pipeline from data to insights.This book provides a concise yet comprehensive overview on the
... Leer más

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