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Building Machine Learning Pipelines

by Hannes Hapke, Catherine Nelson ...

Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus ... Read more

$48.99 USD

Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus
... 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
Hands-On Data Analysis with NumPy and pandas

Implement Python packages from data manipulation to processing

by Curtis Miller ...

Get to grips with the most popular Python packages that make data analysis possibleKey FeaturesExplore the tools you need to become a data analystDiscover practical examples to help you grasp data processing conceptsWalk through hierarchical indexing and grouping for data analysisBook DescriptionPython, a multi-paradigm programming language, has become the language of choice for data scientists ... Read more

$25.69 USD or Free with Kobo Plus

Get to grips with the most popular Python packages that make data analysis possibleKey FeaturesExplore the tools you need to become a data analystDiscover practical examples to help you grasp data processing conceptsWalk through hierarchical indexing and grouping for data analysisBook DescriptionPython, a multi-paradigm programming language, has become the language of choice for data scientists
... Read more
Learn Informatica in 24 Hours

by Alex Nordeen ...

This is a practical step by step hand-on guide to learn and master Informatica.Informatica is widely used ETL tool and provided end to end data integration and management solution. This book introduces Informatica in detail. It provides a detailed step by step installation tutorial of Informatica. It teaches various activities like data cleansing, data profiling, transforming and scheduling the ... Read more

$9.99 USD

This is a practical step by step hand-on guide to learn and master Informatica.Informatica is widely used ETL tool and provided end to end data integration and management solution. This book introduces Informatica in detail. It provides a detailed step by step installation tutorial of Informatica. It teaches various activities like data cleansing, data profiling, transforming and scheduling the
... Read more
The Pandas Workshop

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

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

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

$39.59 USD or Free with Kobo Plus

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

RMAN Syntax and Procedures

by Darl Kuhn, Scott Schulze ...

Oracle RMAN Pocket Reference is a handy guide for DBAs who intend to use Oracle Recovery Manager for database backup and recovery. Because Recovery Manager (RMAN) is a relatively new tool, many DBAs are just becoming familiar with it. They will welcome a timely book that explains clearly and concisely how to use RMAN for common backup and recovery tasks that are infrequent, yet extremely vital.The ... Read more

$7.19 USD

Oracle RMAN Pocket Reference is a handy guide for DBAs who intend to use Oracle Recovery Manager for database backup and recovery. Because Recovery Manager (RMAN) is a relatively new tool, many DBAs are just becoming familiar with it. They will welcome a timely book that explains clearly and concisely how to use RMAN for common backup and recovery tasks that are infrequent, yet extremely vital.The
... Read more
Machine Learning System Design

With end-to-end examples

by 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 ... Read more

$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
... Read more
Relevant Search

With applications for Solr and Elasticsearch

by John Berryman, Doug Turnbull ...

SummaryRelevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyUsers are accustomed to and expect instant, ... Read more

$49.99 USD

SummaryRelevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyUsers are accustomed to and expect instant,
... Read more
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
Hadoop: The Definitive Guide

The Definitive Guide

by 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, ... Read more

$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,
... Read more
Learning Microsoft Power BI

Transforming Data into Insights

by Jeremey Arnold ...

Microsoft Power BI is a data analytics and visualization tool powerful enough for the most demanding data scientists, but accessible enough for everyday use for anyone who needs to get more from data. The market has many books designed to train and equip professional data analysts to use Power BI, but few of them make this tool accessible to anyone who wants to get up to speed on their own.This ... Read more

$41.09 USD

Microsoft Power BI is a data analytics and visualization tool powerful enough for the most demanding data scientists, but accessible enough for everyday use for anyone who needs to get more from data. The market has many books designed to train and equip professional data analysts to use Power BI, but few of them make this tool accessible to anyone who wants to get up to speed on their own.This
... 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
Apache Sqoop Cookbook

Unlocking Hadoop for Your Relational Database

by 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 ... Read more

$10.69 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
... Read more
Hands-On Geospatial Analysis with R and QGIS

A beginner's guide to manipulating, managing, and analyzing spatial data using R and QGIS 3.2.2

by Shammunul Islam ...

Practical examples with real-world projects in GIS, Remote sensing, Geospatial data management and Analysis using the R programming languageKey FeaturesUnderstand the basics of R and QGIS to work with GIS and remote sensing dataLearn to manage, manipulate, and analyze spatial data using R and QGISApply machine learning algorithms to geospatial data using R and QGISBook DescriptionManaging spatial ... Read more

$41.39 USD or Free with Kobo Plus

Practical examples with real-world projects in GIS, Remote sensing, Geospatial data management and Analysis using the R programming languageKey FeaturesUnderstand the basics of R and QGIS to work with GIS and remote sensing dataLearn to manage, manipulate, and analyze spatial data using R and QGISApply machine learning algorithms to geospatial data using R and QGISBook DescriptionManaging spatial
... Read more
Deep Learning

A Practitioner's Approach

by Josh Patterson, Adam Gibson ...

Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—especially deep neural networks—make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning ... Read more

$36.79 USD

Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—especially deep neural networks—make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning
... Read more
Learning to Love Data Science

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

by 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 ... Read more

$15.89 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
... Read more
Data Science at the Command Line

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

by 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 ... Read more

$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
... Read more
Modern R Programming Cookbook

Recipes to simplify your statistical applications

by Jaynal Abedin ...

Recipes for emerging developers in R programming and data scientists to simplify their R programming capabilitiesKey FeaturesDevelop strategies to speed up your R codeTackle programming problems and explore both functional and object-oriented programming techniquesLearn how to address the core problems of programming in R with the most popular R packages for common tasksBook DescriptionR is a ... Read more

$37.79 USD or Free with Kobo Plus

Recipes for emerging developers in R programming and data scientists to simplify their R programming capabilitiesKey FeaturesDevelop strategies to speed up your R codeTackle programming problems and explore both functional and object-oriented programming techniquesLearn how to address the core problems of programming in R with the most popular R packages for common tasksBook DescriptionR is a
... Read more
Transformers for Machine Learning

A Deep Dive

by Uday Kamath, Wael Emara, Kenneth Graham ...

Series series Chapman & Hall/CRC Machine Learning & Pattern Recognition
Transformers are becoming a core part of many neural network architectures, employed in a wide range of applications such as NLP, Speech Recognition, Time Series, and Computer Vision. Transformers have gone through many adaptations and alterations, resulting in newer techniques and methods. Transformers for Machine Learning: A Deep Dive is the first comprehensive book on transformers.Key Features ... Read more

$66.99 USD

Transformers are becoming a core part of many neural network architectures, employed in a wide range of applications such as NLP, Speech Recognition, Time Series, and Computer Vision. Transformers have gone through many adaptations and alterations, resulting in newer techniques and methods. Transformers for Machine Learning: A Deep Dive is the first comprehensive book on transformers.Key Features
... Read more
Advanced Analytics with PySpark

Patterns for Learning from Data at Scale Using Python and Spark

by Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills ...

The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best ... Read more

$41.09 USD

The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best
... Read more
Learning Neo4j 3.x

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

by 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 ... Read more

$41.39 USD or Free with 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
... Read more
Learn Microsoft Power BI

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

by 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 ... Read more

$43.19 USD or Free with 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
... Read more
Apache Kafka 1.0 Cookbook

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

by 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 ... Read more

$27.89 USD or Free with 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
... Read more
Mastering Qlik Sense

Expert techniques on self-service data analytics to create enterprise ready Business Intelligence solutions

by Juan Ignacio Vitantonio, Martin Mahler, Ralf Becher, Karl Pover, Jason Michaelides, Dilyana Ivanova, David Alcobero ...

Master the capabilities of Qlik Sense to design and deploy solutions that address all the Business Intelligence needs of your organizationKey FeaturesCreate compelling dashboards and visualizations with your data by leveraging Qlik Sense's self-service modelPerform data loading and model efficient solutions with faster performance and better governanceMaster Qlik Sense’s APIs and develop powerful ... Read more

$41.39 USD or Free with Kobo Plus

Master the capabilities of Qlik Sense to design and deploy solutions that address all the Business Intelligence needs of your organizationKey FeaturesCreate compelling dashboards and visualizations with your data by leveraging Qlik Sense's self-service modelPerform data loading and model efficient solutions with faster performance and better governanceMaster Qlik Sense’s APIs and develop powerful
... Read more

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