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Machine Learning for Imbalanced Data

Tackle imbalanced datasets using machine learning and deep learning techniques

by Kumar Abhishek, Dr. Mounir Abdelaziz ...

Take your machine learning expertise to the next level with this essential guide, utilizing libraries like imbalanced-learn, PyTorch, scikit-learn, pandas, and NumPy to maximize model performance and tackle imbalanced dataKey FeaturesUnderstand how to use modern machine learning frameworks with detailed explanations, illustrations, and code samplesLearn cutting-edge deep learning techniques to ... Read more

$42.39 CAD or Free with Kobo Plus

Take your machine learning expertise to the next level with this essential guide, utilizing libraries like imbalanced-learn, PyTorch, scikit-learn, pandas, and NumPy to maximize model performance and tackle imbalanced dataKey FeaturesUnderstand how to use modern machine learning frameworks with detailed explanations, illustrations, and code samplesLearn cutting-edge deep learning techniques to
... Read more
Mastering MongoDB 7.0

Achieve data excellence by unlocking the full potential of MongoDB

by Marko Aleksendrić, Arek Borucki, Leandro Domingues, Malak Abu Hammad, Elie Hannouch, Rajesh Nair, Rachelle Palmer ...

Gain MongoDB expertise and discover advanced queries and Atlas insights with this ultimate guide to version 7.0Key FeaturesEnhance your proficiency in advanced queries, aggregation, and optimized indexing to achieve peak MongoDB performanceMonitor, back up, and integrate applications effortlessly with MongoDB AtlasImplement security thorough RBAC, auditing, and encryption to ensure comprehensive ... Read more

$63.99 CAD or Free with Kobo Plus

Gain MongoDB expertise and discover advanced queries and Atlas insights with this ultimate guide to version 7.0Key FeaturesEnhance your proficiency in advanced queries, aggregation, and optimized indexing to achieve peak MongoDB performanceMonitor, back up, and integrate applications effortlessly with MongoDB AtlasImplement security thorough RBAC, auditing, and encryption to ensure comprehensive
... Read more
Data Science Fundamentals and Practical Approaches

Understand Why Data Science Is the Next

by Dr. Rupam Kumar Sharma, Rupam Kumar Sharma ...

This book introduces the fundamental concepts of Data Science, which has proved to be a major game-changer in business solving problems. Topics covered in the book include fundamentals of Data Science, data preprocessing, data plotting and visualization, statistical data analysis, machine learning for data analysis, time-series analysis, deep learning for Data Science, social media analytics, ... Read more

$21.69 CAD or Free with Kobo Plus

This book introduces the fundamental concepts of Data Science, which has proved to be a major game-changer in business solving problems. Topics covered in the book include fundamentals of Data Science, data preprocessing, data plotting and visualization, statistical data analysis, machine learning for data analysis, time-series analysis, deep learning for Data Science, social media analytics,
... Read more
Blockchain Quick Reference

A guide to exploring decentralized blockchain application development

by Brenn Hill, Samanyu Chopra, Paul Valencourt ...

Understand the Blockchain revolution and get to grips with Ethereum, Hyperledger Fabric, and Corda.Key FeaturesResolve common challenges and problems faced in the Blockchain domainStudy architecture, concepts, terminologies, and DappsMake smart choices using Blockchain for personal and business investmentsBook DescriptionBlockchain Quick Reference takes you through the electrifying world of ... Read more

$33.59 CAD or Free with Kobo Plus

Understand the Blockchain revolution and get to grips with Ethereum, Hyperledger Fabric, and Corda.Key FeaturesResolve common challenges and problems faced in the Blockchain domainStudy architecture, concepts, terminologies, and DappsMake smart choices using Blockchain for personal and business investmentsBook DescriptionBlockchain Quick Reference takes you through the electrifying world of
... Read more
PySpark Cookbook

Over 60 recipes for implementing big data processing and analytics using Apache Spark and Python

by Tomasz Drabas, Denny Lee ...

Combine the power of Apache Spark and Python to build effective big data applicationsKey FeaturesPerform effective data processing, machine learning, and analytics using PySparkOvercome challenges in developing and deploying Spark solutions using PythonExplore recipes for efficiently combining Python and Apache Spark to process dataBook DescriptionApache Spark is an open source framework for ... Read more

$37.59 CAD or Free with Kobo Plus

Combine the power of Apache Spark and Python to build effective big data applicationsKey FeaturesPerform effective data processing, machine learning, and analytics using PySparkOvercome challenges in developing and deploying Spark solutions using PythonExplore recipes for efficiently combining Python and Apache Spark to process dataBook DescriptionApache Spark is an open source framework for
... Read more
Teradata Cookbook

Over 85 recipes to implement efficient data warehousing solutions

by Abhinav Khandelwal, Rajsekhar Bhamidipati ...

Data management and analytics simplified with TeradataKey Features\[\*\]Take your understanding of Teradata to the next level and build efficient data warehousing applications for your organization\[\*\]Covers recipes on data handling, warehousing, advanced querying and the administrative tasks in Teradata.\[\*\]Contains practical solutions to tackle common (and not-so-common) problems you might ... Read more

$41.59 CAD or Free with Kobo Plus

Data management and analytics simplified with TeradataKey Features\[\*\]Take your understanding of Teradata to the next level and build efficient data warehousing applications for your organization\[\*\]Covers recipes on data handling, warehousing, advanced querying and the administrative tasks in Teradata.\[\*\]Contains practical solutions to tackle common (and not-so-common) problems you might
... Read more
Deep Learning with TensorFlow

Explore neural networks with Python

by Giancarlo Zaccone, Md. Rezaul Karim, Fabrizio Milo ...

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guideKey Features\[\*\] Learn how to implement advanced techniques in deep learning with Google’s brainchild, TensorFlow\[\*\] Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide\[\*\] Real-world ... Read more

$47.19 CAD or Free with Kobo Plus

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guideKey Features\[\*\] Learn how to implement advanced techniques in deep learning with Google’s brainchild, TensorFlow\[\*\] Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide\[\*\] Real-world
... Read more
Apache Spark 2.x Cookbook

Over 70 cloud-ready recipes for distributed Big Data processing and analytics

by Rishi Yadav ...

Perform lightning-fast Big Data processing using Apache Spark 2.x with help of this practical guideKey Features\[\*\]Contains quick solutions to solving even the most complex Big Data processing problems using Apache Spark\[\*\]Leverage the power of Apache Spark as a unified compute engine and perform streaming analytics, machine learning and graph processing with ease\[\*\]From installing and ... Read more

$47.19 CAD or Free with Kobo Plus

Perform lightning-fast Big Data processing using Apache Spark 2.x with help of this practical guideKey Features\[\*\]Contains quick solutions to solving even the most complex Big Data processing problems using Apache Spark\[\*\]Leverage the power of Apache Spark as a unified compute engine and perform streaming analytics, machine learning and graph processing with ease\[\*\]From installing and
... Read more
Cyber-Physical Systems: Modelling and Industrial Application

Edited by Alla G. Kravets, Alexander A. Bolshakov, Maxim Shcherbakov ...

Series series Engineering (R0)
This book discusses the open questions regarding the modelling of cyber-physical systems and their application in different industries. The industry needs new approaches to improve its competitiveness. The concept of cyber-physical systems supports such changes, with the need to find new modelling tools becoming a key challenge. The book contains five-section covering the following topics: cyber ... Read more

$193.59 CAD

This book discusses the open questions regarding the modelling of cyber-physical systems and their application in different industries. The industry needs new approaches to improve its competitiveness. The concept of cyber-physical systems supports such changes, with the need to find new modelling tools becoming a key challenge. The book contains five-section covering the following topics: cyber
... Read more
Implementing Cloud Design Patterns for AWS

Create highly efficient design patterns for scalability, redundancy, and high availability in the AWS Cloud

by Marcus Young ...

Key FeaturesBook DescriptionThis book is aimed at architects, solution providers, and those of the DevOps community who are looking to implement repeatable patterns for deploying and maintaining services in the Amazon cloud infrastructure. Prior experience using AWS is required as the book focuses more on the patterns and not on the basics of using AWS.What you will learnCreate and maintain server ... Read more

$41.59 CAD or Free with Kobo Plus

Key FeaturesBook DescriptionThis book is aimed at architects, solution providers, and those of the DevOps community who are looking to implement repeatable patterns for deploying and maintaining services in the Amazon cloud infrastructure. Prior experience using AWS is required as the book focuses more on the patterns and not on the basics of using AWS.What you will learnCreate and maintain server
... Read more
Learning D3.js Mapping

by Thomas Newton, Oscar Villarreal ...

If you are interested in creating maps for the web GIS data, this book is for you. Familiarity with D3.js will be helpful but is not necessary. ... Read more

$17.39 CAD or Free with Kobo Plus

If you are interested in creating maps for the web GIS data, this book is for you. Familiarity with D3.js will be helpful but is not necessary.
... Read more
Contemporary Perspectives in Data Mining

Edited by Kenneth D. Lawrence, Ronald K. Klimberg ...

Series Book 5 - Contemporary Perspectives in Data Mining
The series, Contemporary Perspectives in Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. The series is targeted both at the academic community, as well as the business practitioner. Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this ... Read more

$58.69 CAD

The series, Contemporary Perspectives in Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. The series is targeted both at the academic community, as well as the business practitioner. Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this
... Read more
Beyond Intelligent Systems: Navigating the Power of the Agentic Artificial Intelligence for Driving Innovation

Proceedings of the International Multi-Disciplinary Conference Theme: Integrated Sciences and Technologies (IMDC-IST 2025)

Edited by Victor Tiberius, Alhamzah Malik Alnoor, Marco Valeri, Khalid Dahleez, Mohammed Salah Alazzawi ...

Series series Springer Nature Proceedings excluding Computer Science
This book maps the latest research on Agentic AI as a catalyst for innovation across sectors healthcare, energy, education, finance, public services, and more. Through comparative case studies and diverse analytical approaches, the papers show how autonomous, goal-directed AI systems reconfigure value creation, decision processes, and business models. This book is designed for scholars and ... Read more

$295.49 CAD

This book maps the latest research on Agentic AI as a catalyst for innovation across sectors healthcare, energy, education, finance, public services, and more. Through comparative case studies and diverse analytical approaches, the papers show how autonomous, goal-directed AI systems reconfigure value creation, decision processes, and business models. This book is designed for scholars and
... Read more
Machine Learning Algorithms

A reference guide to popular algorithms for data science and machine learning

by Giuseppe Bonaccorso ...

Build strong foundation for entering the world of Machine Learning and data science with the help of this comprehensive guideKey Features\[\*\] Get started in the field of Machine Learning with the help of this solid, concept-rich, yet highly practical guide.\[\*\] Your one-stop solution for everything that matters in mastering the whats and whys of Machine Learning algorithms and their ... Read more

$47.19 CAD or Free with Kobo Plus

Build strong foundation for entering the world of Machine Learning and data science with the help of this comprehensive guideKey Features\[\*\] Get started in the field of Machine Learning with the help of this solid, concept-rich, yet highly practical guide.\[\*\] Your one-stop solution for everything that matters in mastering the whats and whys of Machine Learning algorithms and their
... Read more
Pandas 1.x Cookbook

Practical recipes for scientific computing, time series analysis, and exploratory data analysis using Python

by Theodore Petrou, Matthew Harrison ...

Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for ... Read more

$67.99 CAD or Free with Kobo Plus

Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for
... Read more
Mastering Spark for Data Science

Lightning fast and scalable data science solutions

by Andrew Morgan, Antoine Amend, Matthew Hallett, David George ...

Master the techniques and sophisticated analytics used to construct Spark-based solutions that scale to deliver production-grade data science productsKey Features\[\*\] Develop and apply advanced analytical techniques with Spark\[\*\] Learn how to tell a compelling story with data science using Spark’s ecosystem\[\*\] Explore data at scale and work with cutting edge data science methodsBook ... Read more

$51.99 CAD or Free with Kobo Plus

Master the techniques and sophisticated analytics used to construct Spark-based solutions that scale to deliver production-grade data science productsKey Features\[\*\] Develop and apply advanced analytical techniques with Spark\[\*\] Learn how to tell a compelling story with data science using Spark’s ecosystem\[\*\] Explore data at scale and work with cutting edge data science methodsBook
... Read more
Azure Synapse Analytics Cookbook

Implement a limitless analytical platform using effective recipes for Azure Synapse

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

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

$37.59 CAD or Free with Kobo Plus

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

Real-time event systems with Kafka and Kinesis

by Valentin Crettaz, Alexander Dean ...

SummaryEvent Streams in Action is a foundational book introducing the ULP paradigm and presenting techniques to use it effectively in data-rich environments.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyMany high-profile applications, like LinkedIn and Netflix, deliver nimble, responsive performance by reacting to ... Read more

$65.99 CAD

SummaryEvent Streams in Action is a foundational book introducing the ULP paradigm and presenting techniques to use it effectively in data-rich environments.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyMany high-profile applications, like LinkedIn and Netflix, deliver nimble, responsive performance by reacting to
... Read more
Foundations for Architecting Data Solutions

Managing Successful Data Projects

by Ted Malaska, Jonathan Seidman ...

While many companies ponder implementation details such as distributed processing engines and algorithms for data analysis, this practical book takes a much wider view of big data development, starting with initial planning and moving diligently toward execution. Authors Ted Malaska and Jonathan Seidman guide you through the major components necessary to start, architect, and develop successful ... Read more

$47.99 CAD

While many companies ponder implementation details such as distributed processing engines and algorithms for data analysis, this practical book takes a much wider view of big data development, starting with initial planning and moving diligently toward execution. Authors Ted Malaska and Jonathan Seidman guide you through the major components necessary to start, architect, and develop successful
... Read more
Advances in Data Science and Intelligent Data Communication Technologies for COVID-19

Innovative Solutions Against COVID-19

Edited by Aboul-Ella Hassanien, Sally M. Elghamrawy, Ivan Zelinka ...

Series Book 378 - Studies in Systems, Decision and Control
This book presents the emerging developments in intelligent computing, machine learning, and data mining. It also provides insights on communications, network technologies, and the Internet of things. It offers various insights on the role of the Internet of things against COVID-19 and its potential applications. It provides the latest cloud computing improvements and advanced computing and ... Read more

$206.99 CAD

This book presents the emerging developments in intelligent computing, machine learning, and data mining. It also provides insights on communications, network technologies, and the Internet of things. It offers various insights on the role of the Internet of things against COVID-19 and its potential applications. It provides the latest cloud computing improvements and advanced computing and
... Read more
QlikView: Advanced Data Visualization

Discover deeper insights with Qlikview by building your own rich analytical applications from scratch

by Miguel Ángel García, Barry Harmsen, Stephen Redmond, Karl Pover ...

Build powerful data analytics applications with this business intelligence tool and overcome all your business challengesKey FeaturesMaster time-saving techniques and make your QlikView development more efficientPerform geographical analysis and sentiment analysis in your QlikView applicationsExplore advanced QlikView techniques, tips, and tricks to deliver complex business requirementsBook ... Read more

$43.99 CAD or Free with Kobo Plus

Build powerful data analytics applications with this business intelligence tool and overcome all your business challengesKey FeaturesMaster time-saving techniques and make your QlikView development more efficientPerform geographical analysis and sentiment analysis in your QlikView applicationsExplore advanced QlikView techniques, tips, and tricks to deliver complex business requirementsBook
... Read more
Managing Data Quality

A practical guide

by Tim King, Julian Schwarzenbach ...

Data is an increasingly important business asset and enabler for organisational activities. Data quality is a key aspect of data management and failure to understand it increases organisational risk and decreases efficiency and profitability. This book explains data quality management in practical terms, focusing on three key areas - the nature of data in enterprises, the purpose and scope of data ... Read more

$38.99 CAD

Data is an increasingly important business asset and enabler for organisational activities. Data quality is a key aspect of data management and failure to understand it increases organisational risk and decreases efficiency and profitability. This book explains data quality management in practical terms, focusing on three key areas - the nature of data in enterprises, the purpose and scope of data
... Read more
Good Practices and New Perspectives in Information Systems and Technologies

WorldCIST 2024, Volume 5

Edited by Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda ...

Series series Springer Nature Proceedings excluding Computer Science
This book is composed by a selection of articles from the 12th World Conference on Information Systems and Technologies (WorldCIST'24), held between 26 and 28 of March 2024, at Lodz University of Technology, Lodz, Poland.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of ... Read more

$282.99 CAD

This book is composed by a selection of articles from the 12th World Conference on Information Systems and Technologies (WorldCIST'24), held between 26 and 28 of March 2024, at Lodz University of Technology, Lodz, Poland.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of
... Read more
Corso Avanzato di Programmazione in R

by Vito Fabrizio Brugnola, Danilo Maurizio Troiani ...

Il libro ***Corso Avanzato di Programmazione in R***è la naturale contiunazione del libro Corso Base di Programmazione in R. La lettura di quest'ultimo è vivamente consigliata per poter fruire pienamente del presente volume.Lo scopo del libro è quello di presentare un serie di funzioni avanzate di grandissima utilità nel processo di trattamento dei dati nel contesto del software di analisi ... Read more

$14.99 CAD or Free with Kobo Plus

Il libro ***Corso Avanzato di Programmazione in R***è la naturale contiunazione del libro Corso Base di Programmazione in R. La lettura di quest'ultimo è vivamente consigliata per poter fruire pienamente del presente volume.Lo scopo del libro è quello di presentare un serie di funzioni avanzate di grandissima utilità nel processo di trattamento dei dati nel contesto del software di analisi
... Read more

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