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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
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
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
Learning Jupyter

Select, Share, Interact and Integrate with Jupyter Notebook

de Toomey ...

Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project JupyterKey Features\[\*\] Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide\[\*\] This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease\[\* ... Leer más

$41.99 USD o gratis con Kobo Plus

Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project JupyterKey Features\[\*\] Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide\[\*\] This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease\[\*
... Leer más
Algorithms and Data Structures for Massive Datasets

de Dzejla Medjedovic, Emin Tahirovic ...

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that can reliably handle even the largest distributed datasets.In Algorithms and Data Structures for Massive Datasets you will learn:Probabilistic sketching data structures for practical problemsChoosing the right database engine for your ... Leer más

$58.99 USD

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that can reliably handle even the largest distributed datasets.In Algorithms and Data Structures for Massive Datasets you will learn:Probabilistic sketching data structures for practical problemsChoosing the right database engine for your
... Leer más
Demand Forecasting Best Practices

de Nicolas Vandeput ...

Lead your demand planning process to excellence and deliver real value to your supply chain.In Demand Forecasting Best Practices you’ll learn how to:Lead your team to improve quality while reducing workloadProperly define the objectives and granularity of your demand planningUse intelligent KPIs to track accuracy and biasIdentify areas for process improvementHelp planners and stakeholders add ... Leer más

$58.99 USD

Lead your demand planning process to excellence and deliver real value to your supply chain.In Demand Forecasting Best Practices you’ll learn how to:Lead your team to improve quality while reducing workloadProperly define the objectives and granularity of your demand planningUse intelligent KPIs to track accuracy and biasIdentify areas for process improvementHelp planners and stakeholders add
... Leer más
Effective MySQL Optimizing SQL Statements

de Ronald Bradford ...

Series series Oracle Press
The Essential Guide to SQL Statement OptimizationWritten by Oracle ACE Director and MySQL expert Ronald Bradford, Effective MySQL: Optimizing SQL Statements is filled with detailed explanations and practical examples that can be applied immediately to improve database and application performances. Featuring a step-by-step approach to SQL optimization, this Oracle Press book helps you to analyze ... Leer más

$31.69 USD

The Essential Guide to SQL Statement OptimizationWritten by Oracle ACE Director and MySQL expert Ronald Bradford, Effective MySQL: Optimizing SQL Statements is filled with detailed explanations and practical examples that can be applied immediately to improve database and application performances. Featuring a step-by-step approach to SQL optimization, this Oracle Press book helps you to analyze
... Leer más
Data-ism

The Revolution Transforming Decision Making, Consumer Behavior, and Almost Everything Else

de Steve Lohr ...

"Lohr uses his Pulitzer Prize-winning reporting skills to dig into and explain the power, pervasiveness, and potential downside of big data." — Library JournalIn Data-ism, New York Times reporter Steve Lohr explains how big-data technology is ushering in a revolution in proportions that promise to be the basis of the next wave of efficiency and innovation across the economy. But more is at work ... Leer más

$12.99 USD o gratis con Kobo Plus

"Lohr uses his Pulitzer Prize-winning reporting skills to dig into and explain the power, pervasiveness, and potential downside of big data." — Library JournalIn Data-ism, New York Times reporter Steve Lohr explains how big-data technology is ushering in a revolution in proportions that promise to be the basis of the next wave of efficiency and innovation across the economy. But more is at work
... 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
The Equality Machine

Harnessing Digital Technology for a Brighter, More Inclusive Future

de Orly Lobel ...

**AN ECONOMIST BEST BOOK OF 2022At a time when AI and digital platforms are under fire, Orly Lobel, a renowned tech policy scholar, defends technology as a powerful tool we can harness to achieve equality and a better future.**Much has been written about the challenges tech presents to equality and democracy. But we can either criticize big data and automation or steer it to do better. Lobel makes ... Leer más

$17.99 USD

**AN ECONOMIST BEST BOOK OF 2022At a time when AI and digital platforms are under fire, Orly Lobel, a renowned tech policy scholar, defends technology as a powerful tool we can harness to achieve equality and a better future.**Much has been written about the challenges tech presents to equality and democracy. But we can either criticize big data and automation or steer it to do better. Lobel makes
... Leer más
RAG with Python Cookbook

Practical Recipes from Data Preprocessing to LLM Agents

de Dominik Polzer ...

As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents ... Leer más

$48.99 USD

As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents
... Leer más
Number-Crunching

Taming Unruly Computational Problems from Mathematical Physics to Science Fiction

de Paul J. Nahin ...

More stimulating mathematics puzzles from bestselling author Paul NahinHow do technicians repair broken communications cables at the bottom of the ocean without actually seeing them? What's the likelihood of plucking a needle out of a haystack the size of the Earth? And is it possible to use computers to create a universal library of everything ever written or every photo ever taken? These are ... Leer más

$21.59 USD

More stimulating mathematics puzzles from bestselling author Paul NahinHow do technicians repair broken communications cables at the bottom of the ocean without actually seeing them? What's the likelihood of plucking a needle out of a haystack the size of the Earth? And is it possible to use computers to create a universal library of everything ever written or every photo ever taken? These are
... Leer más
Julia for Data Analysis

de Bogumil Bogumil ...

Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more.In Julia for Data Analysis you will learn how to:Read and write data in various formatsWork with tabular data, including subsetting, grouping, and transformingVisualize your dataBuild predictive modelsCreate data processing pipelinesCreate ... Leer más

$49.99 USD

Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more.In Julia for Data Analysis you will learn how to:Read and write data in various formatsWork with tabular data, including subsetting, grouping, and transformingVisualize your dataBuild predictive modelsCreate data processing pipelinesCreate
... Leer más
Practical Data Science with R, Second Edition

de John Mount, Nina Zumel ...

SummaryPractical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. You’ll jump right to real-world use cases as you apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business intelligence, and decision support.About the ... Leer más

$49.99 USD

SummaryPractical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. You’ll jump right to real-world use cases as you apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business intelligence, and decision support.About the
... Leer más
Causal AI

de Robert Osazuwa Ness ...

Build AI models that can reliably deliver causal inference.How do you know what might have happened, had you done things differently? Causal AI gives you the insight you need to make predictions and control outcomes based on causal relationships instead of pure correlation, so you can make precise and timely interventions. Causal AI is a practical introduction to building AI models that can reason ... Leer más

$58.99 USD

Build AI models that can reliably deliver causal inference.How do you know what might have happened, had you done things differently? Causal AI gives you the insight you need to make predictions and control outcomes based on causal relationships instead of pure correlation, so you can make precise and timely interventions. Causal AI is a practical introduction to building AI models that can reason
... Leer más
Tidy Modeling with R

A Framework for Modeling in the Tidyverse

de Max Kuhn, Julia Silge ...

Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work.RStudio engineers Max Kuhn and Julia Silge demonstrate ways to ... Leer más

$41.99 USD

Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work.RStudio engineers Max Kuhn and Julia Silge demonstrate ways to
... Leer más
Learning to Love Data Science

Explorations of Emerging Technologies and Platforms for Predictive Analytics, Machine Learning, Digital Manufacturing and Supply Chain Optimization

de Mike Barlow ...

Until recently, many people thought big data was a passing fad. "Data science" was an enigmatic term. Today, big data is taken seriously, and data science is considered downright sexy. With this anthology of reports from award-winning journalist Mike Barlow, you’ll appreciate how data science is fundamentally altering our world, for better and for worse.Barlow paints a picture of the emerging data ... Leer más

$15.99 USD

Until recently, many people thought big data was a passing fad. "Data science" was an enigmatic term. Today, big data is taken seriously, and data science is considered downright sexy. With this anthology of reports from award-winning journalist Mike Barlow, you’ll appreciate how data science is fundamentally altering our world, for better and for worse.Barlow paints a picture of the emerging data
... Leer más
Building Applications on Mesos

Leveraging Resilient, Scalable, and Distributed Systems

de David Greenberg ...

How can Apache Mesos make a difference in your organization? With this practical guide, you’ll learn how this cluster manager directs your datacenter’s resources, and provides real time APIs for interacting with (and developing for) the entire cluster. You’ll learn how to use Mesos as a deployment system, like Ansible or Chef, and as an execution platform for building and hosting higher-level ... Leer más

$21.99 USD

How can Apache Mesos make a difference in your organization? With this practical guide, you’ll learn how this cluster manager directs your datacenter’s resources, and provides real time APIs for interacting with (and developing for) the entire cluster. You’ll learn how to use Mesos as a deployment system, like Ansible or Chef, and as an execution platform for building and hosting higher-level
... Leer más
The Tableau Workshop

A practical guide to the art of data visualization with Tableau

de Sumit Gupta, Sylvester Pinto, JC Gillet, Kenneth Michael Cherven, Shweta Savale ...

Learn how to bring your data to life with this hands-on guide to visual analytics with TableauKey FeaturesMaster the fundamentals of Tableau Desktop and Tableau PrepLearn how to explore, analyze, and present data to provide business insightsBuild your experience and confidence with hands-on exercises and activitiesBook DescriptionLearning Tableau has never been easier, thanks to this practical ... Leer más

$37.99 USD o gratis con Kobo Plus

Learn how to bring your data to life with this hands-on guide to visual analytics with TableauKey FeaturesMaster the fundamentals of Tableau Desktop and Tableau PrepLearn how to explore, analyze, and present data to provide business insightsBuild your experience and confidence with hands-on exercises and activitiesBook DescriptionLearning Tableau has never been easier, thanks to this practical
... Leer más
Apache Sqoop Cookbook

Unlocking Hadoop for Your Relational Database

de Kathleen Ting, Jarek Jarcec Cecho ...

Integrating data from multiple sources is essential in the age of big data, but it can be a challenging and time-consuming task. This handy cookbook provides dozens of ready-to-use recipes for using Apache Sqoop, the command-line interface application that optimizes data transfers between relational databases and Hadoop.Sqoop is both powerful and bewildering, but with this cookbook’s problem ... Leer más

$10.99 USD

Integrating data from multiple sources is essential in the age of big data, but it can be a challenging and time-consuming task. This handy cookbook provides dozens of ready-to-use recipes for using Apache Sqoop, the command-line interface application that optimizes data transfers between relational databases and Hadoop.Sqoop is both powerful and bewildering, but with this cookbook’s problem
... Leer más
Apache Ignite Quick Start Guide

Distributed data caching and processing made easy

de Sujoy Acharya ...

Build efficient, high-performance & scalable systems to process large volumes of data with Apache IgniteKey FeaturesUnderstand Apache Ignite's in-memory technologyCreate High-Performance app components with IgniteBuild a real-time data streaming and complex event processing systemBook DescriptionApache Ignite is a distributed in-memory platform designed to scale and process large volume of data. ... Leer más

$25.99 USD o gratis con Kobo Plus

Build efficient, high-performance & scalable systems to process large volumes of data with Apache IgniteKey FeaturesUnderstand Apache Ignite's in-memory technologyCreate High-Performance app components with IgniteBuild a real-time data streaming and complex event processing systemBook DescriptionApache Ignite is a distributed in-memory platform designed to scale and process large volume of data.
... Leer más
Data Engineering with AWS

Learn how to design and build cloud-based data transformation pipelines using AWS

de Gareth Eagar ...

The missing expert-led manual for the AWS ecosystem — go from foundations to building data engineering pipelines effortlessly Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesLearn about common data architectures and modern approaches to generating value from big dataExplore AWS tools for ingesting, transforming, and consuming data, and for orchestrating ... Leer más

$46.99 USD o gratis con Kobo Plus

The missing expert-led manual for the AWS ecosystem — go from foundations to building data engineering pipelines effortlessly Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesLearn about common data architectures and modern approaches to generating value from big dataExplore AWS tools for ingesting, transforming, and consuming data, and for orchestrating
... Leer más
Hands-On Entity Resolution

A Practical Guide to Data Matching with Python

de Michael Shearer ...

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.Author Michael Shearer shows you how to scale up ... Leer más

$41.99 USD

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.Author Michael Shearer shows you how to scale up
... Leer más

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