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Machine Learning System Design

With end-to-end examples

de Valerii Babuskhin, Arseny Kravchenko ...

Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable machine learning systems.From information gathering to release and maintenance, Machine Learning System Design guides you step-by-step through every stage of the machine learning process. Inside, you’ll find a reliable framework for building, maintaining, and improving machine learning ... Leer más

$58.99 USD

Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable machine learning systems.From information gathering to release and maintenance, Machine Learning System Design guides you step-by-step through every stage of the machine learning process. Inside, you’ll find a reliable framework for building, maintaining, and improving machine learning
... Leer más
Relevant Search

With applications for Solr and Elasticsearch

de 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 ... Leer más

$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
... Leer más
The Pandas Workshop

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

de 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 ... Leer más

$39.59 USD o gratis con 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
... Leer más
Scala and Spark for Big Data Analytics

Explore the concepts of functional programming, data streaming, and machine learning

de Md. Rezaul Karim, Sridhar Alla ...

Harness the power of Scala to program Spark and analyze tonnes of data in the blink of an eye!Key Features\[\*\]Learn Scala’s sophisticated type system that combines Functional Programming and object-oriented concepts\[\*\]Work on a wide array of applications, from simple batch jobs to stream processing and machine learning\[\*\]Explore the most common as well as some complex use-cases to perform ... Leer más

$54.89 USD o gratis con Kobo Plus

Harness the power of Scala to program Spark and analyze tonnes of data in the blink of an eye!Key Features\[\*\]Learn Scala’s sophisticated type system that combines Functional Programming and object-oriented concepts\[\*\]Work on a wide array of applications, from simple batch jobs to stream processing and machine learning\[\*\]Explore the most common as well as some complex use-cases to perform
... 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

$41.09 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
Algorithms Unlocked

de Thomas H. Cormen ...

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

$21.99 USD

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

$41.09 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
SQL Crash Course

A Practical Guide From Beginner to Interview-Ready Expert

de Vajo Lukic ...

SQL Crash Course: From SQL Beginner to SQL Interview-Ready ExpertMaster SQL database development, query optimization, and data analysis with this comprehensive guide featuring 350+ practical examples and 140+ interview questions. Progress from basic SQL commands to advanced database management, covering PostgreSQL, MySQL, and SQL Server techniques.Transform your data engineering skills through ... Leer más

$9.31 USD

SQL Crash Course: From SQL Beginner to SQL Interview-Ready ExpertMaster SQL database development, query optimization, and data analysis with this comprehensive guide featuring 350+ practical examples and 140+ interview questions. Progress from basic SQL commands to advanced database management, covering PostgreSQL, MySQL, and SQL Server techniques.Transform your data engineering skills through
... Leer más
Data Science e Machine Learning

Dai dati alla conoscenza

de Michele di Nuzzo ...

Estrarre conoscenza dalle informazioni attraverso l’analisi dei dati: quella del data scientist è stata definita la professione più attraente del XXI secolo. Analizzare le relazioni tra i dati, scoprire nuove informazioni e, con l'aiuto del machine learning, sfruttare l’enorme potenziale che vi si nasconde costruendo modelli previsionali.In questo libro illustriamo le tecniche di analisi dei dati ... Leer más

$11.64 USD

Estrarre conoscenza dalle informazioni attraverso l’analisi dei dati: quella del data scientist è stata definita la professione più attraente del XXI secolo. Analizzare le relazioni tra i dati, scoprire nuove informazioni e, con l'aiuto del machine learning, sfruttare l’enorme potenziale che vi si nasconde costruendo modelli previsionali.In questo libro illustriamo le tecniche di analisi dei dati
... Leer más
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

$41.39 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
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

$34.19 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
Governing the Digital Society

Platforms, Artificial Intelligence, and Public Values

Edición de 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 ... Leer más

Gratis

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
... Leer más
Python Data Analysis

de 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. ... Leer más

$27.89 USD o gratis con 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.
... Leer más
Splunk 7.x Quick Start Guide

Gain business data insights from operational intelligence

de 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 ... Leer más

$34.19 USD o gratis con 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
... Leer más
Beautiful Visualization

Looking at Data through the Eyes of Experts

de 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 ... Leer más

$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
... Leer más
Kibana 7 Quick Start Guide

Visualize your Elasticsearch data with ease

de 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 ... Leer más

$22.79 USD o gratis con 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
... Leer más
Data Science: The Hard Parts

Techniques for Excelling at Data Science

de 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 ... Leer más

$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
... Leer más
Network Science with Python and NetworkX Quick Start Guide

Explore and visualize network data effectively

de 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 ... Leer más

$22.79 USD o gratis con 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
... Leer más
Troubleshooting PostgreSQL

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

de 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 ... Leer más

$25.69 USD o gratis con 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
... Leer más
Data Visualization

A Practical Introduction

de 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 ... Leer más

$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
... Leer más
Network Coding

Fundamentals and Applications

Edición de 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 ... Leer más

$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
... Leer más
The Year in Tech, 2023: The Insights You Need from Harvard Business Review

de 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 ... Leer más

$16.59 USD o gratis con 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
... Leer más
Azure Synapse Analytics Cookbook

Implement a limitless analytical platform using effective recipes for Azure Synapse

de 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 ... Leer más

$34.19 USD o gratis con 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
... Leer más
Learning pandas

High performance data manipulation and analysis using Python

de 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 ... Leer más

$41.39 USD o gratis con 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
... Leer más

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