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Applied Supervised Learning with R

Use machine learning libraries of R to build models that solve business problems and predict future trends

by Jojo Moolayil, Karthik Ramasubramanian ...

Learn the ropes of supervised machine learning with R by studying popular real-world use cases, and understand how it drives object detection in driverless cars, customer churn, and loan default prediction.Key FeaturesStudy supervised learning algorithms by using real-world datasetsFine-tune optimal parameters with hyperparameter optimizationSelect the best algorithm using the model evaluation ... Read more

$34.19 USD or Free with Kobo Plus

Learn the ropes of supervised machine learning with R by studying popular real-world use cases, and understand how it drives object detection in driverless cars, customer churn, and loan default prediction.Key FeaturesStudy supervised learning algorithms by using real-world datasetsFine-tune optimal parameters with hyperparameter optimizationSelect the best algorithm using the model evaluation
... Read more
Advanced Machine Learning with R

Tackle data analytics and machine learning challenges and build complex applications with R 3.5

by Cory Lesmeister, Dr. Sunil Kumar Chinnamgari ...

Master machine learning techniques with real-world projects that interface TensorFlow with R, H2O, MXNet, and other languagesKey FeaturesGain expertise in machine learning, deep learning and other techniquesBuild intelligent end-to-end projects for finance, social media, and a variety of domainsImplement multi-class classification, regression, and clusteringBook DescriptionR is one of the most ... Read more

$31.49 USD or Free with Kobo Plus

Master machine learning techniques with real-world projects that interface TensorFlow with R, H2O, MXNet, and other languagesKey FeaturesGain expertise in machine learning, deep learning and other techniquesBuild intelligent end-to-end projects for finance, social media, and a variety of domainsImplement multi-class classification, regression, and clusteringBook DescriptionR is one of the most
... 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

$36.49 USD

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
Machine Learning at Scale with H2O

A practical guide to building and deploying machine learning models on enterprise systems

by Gregory Keys, David Whiting ...

Build predictive models using large data volumes and deploy them to production using cutting-edge techniquesKey FeaturesBuild highly accurate state-of-the-art machine learning models against large-scale dataDeploy models for batch, real-time, and streaming data in a wide variety of target production systemsExplore all the new features of the H2O AI Cloud end-to-end machine learning platformBook ... Read more

$32.39 USD or Free with Kobo Plus

Build predictive models using large data volumes and deploy them to production using cutting-edge techniquesKey FeaturesBuild highly accurate state-of-the-art machine learning models against large-scale dataDeploy models for batch, real-time, and streaming data in a wide variety of target production systemsExplore all the new features of the H2O AI Cloud end-to-end machine learning platformBook
... Read more
Foundations of Data Science for Engineering Problem Solving

by Parikshit Narendra Mahalle, Gitanjali Rahul Shinde, Priya Dudhale Pise, Jyoti Yogesh Deshmukh ...

Series series Intelligent Technologies and Robotics (R0)
This book is one-stop shop which offers essential information one must know and can implement in real-time business expansions to solve engineering problems in various disciplines. It will also help us to make future predictions and decisions using AI algorithms for engineering problems. Machine learning and optimizing techniques provide strong insights into novice users. In the era of big data, ... Read more

$134.09 USD

This book is one-stop shop which offers essential information one must know and can implement in real-time business expansions to solve engineering problems in various disciplines. It will also help us to make future predictions and decisions using AI algorithms for engineering problems. Machine learning and optimizing techniques provide strong insights into novice users. In the era of big data,
... Read more
Designing Data Governance from the Ground Up

Six Steps to Build a Data-Driven Culture

by Lauren Maffeo ...

Businesses own more data than ever before, but it's of no value if you don't know how to use it. Data governance manages the people, processes, and strategy needed for deploying data projects to production. But doing it well is far from easy: Less than one fourth of business leaders say their organizations are data driven. In Designing Data Governance from the Ground Up, you'll build a cross ... Read more

$18.79 USD

Businesses own more data than ever before, but it's of no value if you don't know how to use it. Data governance manages the people, processes, and strategy needed for deploying data projects to production. But doing it well is far from easy: Less than one fourth of business leaders say their organizations are data driven. In Designing Data Governance from the Ground Up, you'll build a cross
... Read more
Oracle Database 12c Security

by Scott Gaetjen, David Knox, William Maroulis ...

Best Practices for Comprehensive Oracle Database SecurityWritten by renowned experts from Oracle's National Security Group, Oracle Database 12c Security provides proven techniques for designing, implementing, and certifying secure Oracle Database systems in amultitenant architecture. The strategies are also applicable to standalone databases. This Oracle Press guide addresses everything from ... Read more

$58.39 USD

Best Practices for Comprehensive Oracle Database SecurityWritten by renowned experts from Oracle's National Security Group, Oracle Database 12c Security provides proven techniques for designing, implementing, and certifying secure Oracle Database systems in amultitenant architecture. The strategies are also applicable to standalone databases. This Oracle Press guide addresses everything from
... Read more
FULL SOURCE CODE: SQL SERVER FOR STUDENTS AND DATA SCIENTISTS WITH PYTHON GUI

by Vivian Siahaan, Rismon Hasiholan Sianipar ...

In this project, we provide you with the SQL SERVER version of SQLite sample database named chinook. The chinook sample database is a good database for practicing with SQL, especially PostgreSQL. The detailed description of the database can be found on: https://www.sqlitetutorial.net/sqlite-sample-database/.The sample database consists of 11 tables: The employee table stores employees data such as ... Read more

$11.99 USD

In this project, we provide you with the SQL SERVER version of SQLite sample database named chinook. The chinook sample database is a good database for practicing with SQL, especially PostgreSQL. The detailed description of the database can be found on: https://www.sqlitetutorial.net/sqlite-sample-database/.The sample database consists of 11 tables: The employee table stores employees data such as
... Read more
Intelligent Computing in Carcinogenic Disease Detection

by Kaushik Das Sharma, Subhajit Kar, Madhubanti Maitra ...

Series series Computer Science (R0)
This book draws on a range of intelligent computing methodologies to effectively detect and classify various carcinogenic diseases. These methodologies, which have been developed on a sound foundation of gene-level, cell-level and tissue-level carcinogenic datasets, are discussed in Chapters 1 and 2.Chapters 3, 4 and 5 elaborate on several intelligent gene selection methodologies such as filter ... Read more

$161.99 USD

This book draws on a range of intelligent computing methodologies to effectively detect and classify various carcinogenic diseases. These methodologies, which have been developed on a sound foundation of gene-level, cell-level and tissue-level carcinogenic datasets, are discussed in Chapters 1 and 2.Chapters 3, 4 and 5 elaborate on several intelligent gene selection methodologies such as filter
... Read more
Excel 2010 and 2011 :advanced

by Christian Schönberger ...

This e-book will shows you the newer Excel’s basic and advanced features with tones of pictures and examples and in this way will help you to do your job quickly and more efficient. The presented examples are working under Excel 2010 for Windows and Excel for Mac 2011 too.We will discuss about:How to install Excel on Windows and MacMenu structure and the RibbonFormatting worksheetsWorking with ... Read more

$5.99 USD

This e-book will shows you the newer Excel’s basic and advanced features with tones of pictures and examples and in this way will help you to do your job quickly and more efficient. The presented examples are working under Excel 2010 for Windows and Excel for Mac 2011 too.We will discuss about:How to install Excel on Windows and MacMenu structure and the RibbonFormatting worksheetsWorking with
... Read more
Data Engineering with Python

Work with massive datasets to design data models and automate data pipelines using Python

by Paul Crickard ...

Build, monitor, and manage real-time data pipelines to create data engineering infrastructure efficiently using open-source Apache projectsKey FeaturesBecome well-versed in data architectures, data preparation, and data optimization skills with the help of practical examplesDesign data models and learn how to extract, transform, and load (ETL) data using PythonSchedule, automate, and monitor ... Read more

$37.99 USD or Free with Kobo Plus

Build, monitor, and manage real-time data pipelines to create data engineering infrastructure efficiently using open-source Apache projectsKey FeaturesBecome well-versed in data architectures, data preparation, and data optimization skills with the help of practical examplesDesign data models and learn how to extract, transform, and load (ETL) data using PythonSchedule, automate, and monitor
... Read more
Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics

Edited by Pelin Yildirim Taser ...

The internet of things (IoT) has emerged to address the need for connectivity and seamless integration with other devices as well as big data platforms for analytics. However, there are challenges that IoT-based applications face including design and implementation issues; connectivity problems; data gathering, storing, and analyzing in cloud-based environments; and IoT security and privacy issues ... Read more

$215.99 USD

The internet of things (IoT) has emerged to address the need for connectivity and seamless integration with other devices as well as big data platforms for analytics. However, there are challenges that IoT-based applications face including design and implementation issues; connectivity problems; data gathering, storing, and analyzing in cloud-based environments; and IoT security and privacy issues
... Read more
Knowledge-Based Engineering and Data Analytics in R: Methods and Applications

by Shekh Abdullah-Al-Musa Ahmed ...

Series series Engineering (R0)
This book presents a guide to integrating Knowledge-Based Engineering (KBE) with R for intelligent, data-driven engineering solutions. The book covers knowledge representation, rule-based systems, ontologies, predictive analytics, machine learning, optimization, simulation, and data visualization through practical R examples. Combining theoretical concepts with real-world case studies, programming ... Read more

$143.09 USD

This book presents a guide to integrating Knowledge-Based Engineering (KBE) with R for intelligent, data-driven engineering solutions. The book covers knowledge representation, rule-based systems, ontologies, predictive analytics, machine learning, optimization, simulation, and data visualization through practical R examples. Combining theoretical concepts with real-world case studies, programming
... Read more
Managing Machine Learning Projects

From design to deployment

by Simon Thompson ...

Guide machine learning projects from design to production with the techniques in this unique project management guide. No ML skills required!In Managing Machine Learning Projects you’ll learn essential machine learning project management techniques, including:Understanding an ML project’s requirementsSetting up the infrastructure for the project and resourcing a teamWorking with clients and other ... Read more

$49.99 USD

Guide machine learning projects from design to production with the techniques in this unique project management guide. No ML skills required!In Managing Machine Learning Projects you’ll learn essential machine learning project management techniques, including:Understanding an ML project’s requirementsSetting up the infrastructure for the project and resourcing a teamWorking with clients and other
... Read more
MICROSOFT FABRIC

An End-to-end Analytics Using Microsoft Fabric: A Well-Complete Beginner Guide on Power BI, Azure Synapse, SQL, and Azure Data.

by Elegant Pen ...

Tоdау’ѕ world іѕ аwаѕh with dаtа—еvеr-ѕtrеаmіng frоm the dеvісеѕ we uѕе, thе аррlісаtіоnѕ we buіld, and thе interactions wе hаvе. Orgаnіzаtіоnѕ across еvеrу іnduѕtrу hаvе hаrnеѕѕеd this data tо dіgіtаllу transform аnd gain competitive аdvаntаgеѕ. And nоw, аѕ wе еntеr a nеw еrа dеfіnеd by AI, thіѕ data іѕ bесоmіng even more important.Generative AI аnd lаnguаgе mоdеl services, ѕuсh as Azure OpenAI ... Read more

$13.42 USD or Free with Kobo Plus

Tоdау’ѕ world іѕ аwаѕh with dаtа—еvеr-ѕtrеаmіng frоm the dеvісеѕ we uѕе, thе аррlісаtіоnѕ we buіld, and thе interactions wе hаvе. Orgаnіzаtіоnѕ across еvеrу іnduѕtrу hаvе hаrnеѕѕеd this data tо dіgіtаllу transform аnd gain competitive аdvаntаgеѕ. And nоw, аѕ wе еntеr a nеw еrа dеfіnеd by AI, thіѕ data іѕ bесоmіng even more important.Generative AI аnd lаnguаgе mоdеl services, ѕuсh as Azure OpenAI
... Read more
The International Conference on Deep Learning, Big Data and Blockchain (DBB 2022)

Edited by Irfan Awan, Muhammad Younas, Jamal Bentahar, Salima Benbernou ...

Series series Springer Nature Proceedings excluding Computer Science
Deep and machine learning is the state-of-the-art at providing models, methods, tools and techniques for developing autonomous and intelligent systems which can revolutionise industrial and commercial applications in various fields such as online commerce, intelligent transportation, healthcare and medicine, etc. The ground-breaking technology of blockchain also enables decentralisation, ... Read more

$143.09 USD

Deep and machine learning is the state-of-the-art at providing models, methods, tools and techniques for developing autonomous and intelligent systems which can revolutionise industrial and commercial applications in various fields such as online commerce, intelligent transportation, healthcare and medicine, etc. The ground-breaking technology of blockchain also enables decentralisation,
... Read more
Cognitive and Pragmatic Aspects of Speech Actions

Edited by Iwona Witczak-Plisiecka ...

Series Book 33 - Lodz Studies in Language
This volume contains papers which reflect current discussions in the study of speech actions. The collection was inspired by the papers presented at Meaning, Context and Cognition, the first international conference integrating cognitive linguistics and pragmatics initiated by the Department of English Language and Applied Linguistics of the University of Łódź (Poland) in 2011 and held annually. ... Read more

$83.69 USD

This volume contains papers which reflect current discussions in the study of speech actions. The collection was inspired by the papers presented at Meaning, Context and Cognition, the first international conference integrating cognitive linguistics and pragmatics initiated by the Department of English Language and Applied Linguistics of the University of Łódź (Poland) in 2011 and held annually.
... Read more
Coding In C Decoded

Decoded, #1

by D Brown ...

Series Book 1 - Decoded
Writing clean code is an art that makes programming efficient. Immerse yourself in a pool of code as you scan through it to observe structures and bugs. You'll learn the best practices, patterns, and techniques for building clean code.This book on programming can help you identify good code from bad code. This is an essential skill if you want to create clean and efficient code and get a job in ... Read more

$4.99 USD or Free with Kobo Plus

Writing clean code is an art that makes programming efficient. Immerse yourself in a pool of code as you scan through it to observe structures and bugs. You'll learn the best practices, patterns, and techniques for building clean code.This book on programming can help you identify good code from bad code. This is an essential skill if you want to create clean and efficient code and get a job in
... Read more
Big Data Management and Analytics

by Brij B Gupta, Mamta ...

Series Book 1 - World Scientific Series on Future Computing Paradigms and Applications
With the proliferation of information, big data management and analysis have become an indispensable part of any system to handle such amounts of data. The amount of data generated by the multitude of interconnected devices increases exponentially, making the storage and processing of these data a real challenge.Big data management and analytics have gained momentum in almost every industry, ... Read more

$31.49 USD

With the proliferation of information, big data management and analysis have become an indispensable part of any system to handle such amounts of data. The amount of data generated by the multitude of interconnected devices increases exponentially, making the storage and processing of these data a real challenge.Big data management and analytics have gained momentum in almost every industry,
... Read more
Data Science with Oracle Miner and R Enterprise

Transforming Business Systems into Analytical Powerhouses

by Sachin Srivastava ...

Data science involves a wide array of technologies and statistical algorithms. This makes it difficult to automate each and every aspect of it. However, there are some areas in data science that can be automated using scripts and workflows.At a high level, we can classify data science automation into the following categories:Repetitive tasks automation: Repetitive tasks are those that have to be ... Read more

$5.00 USD or Free with Kobo Plus

Data science involves a wide array of technologies and statistical algorithms. This makes it difficult to automate each and every aspect of it. However, there are some areas in data science that can be automated using scripts and workflows.At a high level, we can classify data science automation into the following categories:Repetitive tasks automation: Repetitive tasks are those that have to be
... Read more
Emerging Challenges in Intelligent Management Information Systems

Proceedings of 27th European Conference on Artificial Intelligence ECAI 2024 - IMIS Workshop. Volume 1

Edited by Marcin Hernes, Jaroslaw Wątróbski, Artur Rot ...

Series series Springer Nature Proceedings excluding Computer Science
This book contains the first volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.The book discusses emerging challenges related to implementing artificial intelligence in management ... Read more

$143.09 USD

This book contains the first volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.The book discusses emerging challenges related to implementing artificial intelligence in management
... Read more
Big Data on Kubernetes

A practical guide to building efficient and scalable data solutions

by Neylson Crepalde ...

Gain hands-on experience in building efficient and scalable big data architecture on Kubernetes, utilizing leading technologies such as Spark, Airflow, Kafka, and Trino Key FeaturesLeverage Kubernetes in a cloud environment to integrate seamlessly with a variety of toolsExplore best practices for optimizing the performance of big data pipelinesBuild end-to-end data pipelines and discover real ... Read more

$30.59 USD or Free with Kobo Plus

Gain hands-on experience in building efficient and scalable big data architecture on Kubernetes, utilizing leading technologies such as Spark, Airflow, Kafka, and Trino Key FeaturesLeverage Kubernetes in a cloud environment to integrate seamlessly with a variety of toolsExplore best practices for optimizing the performance of big data pipelinesBuild end-to-end data pipelines and discover real
... Read more
Essential Statistics for Non-STEM Data Analysts

Get to grips with the statistics and math knowledge needed to enter the world of data science with Python

by Rongpeng Li ...

Reinforce your understanding of data science and data analysis from a statistical perspective to extract meaningful insights from your data using Python programmingKey FeaturesWork your way through the entire data analysis pipeline with statistics concerns in mind to make reasonable decisionsUnderstand how various data science algorithms functionBuild a solid foundation in statistics for data ... Read more

$27.89 USD or Free with Kobo Plus

Reinforce your understanding of data science and data analysis from a statistical perspective to extract meaningful insights from your data using Python programmingKey FeaturesWork your way through the entire data analysis pipeline with statistics concerns in mind to make reasonable decisionsUnderstand how various data science algorithms functionBuild a solid foundation in statistics for data
... Read more
Emerging Trends in Intelligent Computing and Informatics

Data Science, Intelligent Information Systems and Smart Computing

Edited by Faisal Saeed, Fathey Mohammed, Nadhmi Gazem ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the proceedings of the 4th International Conference of Reliable Information and Communication Technology 2019 (IRICT 2019), which was held in Pulai Springs Resort, Johor, Malaysia, on September 22–23, 2019. Featuring 109 papers, the book covers hot topics such as artificial intelligence and soft computing, data science and big data analytics, internet of things (IoT), ... Read more

$188.09 USD

This book presents the proceedings of the 4th International Conference of Reliable Information and Communication Technology 2019 (IRICT 2019), which was held in Pulai Springs Resort, Johor, Malaysia, on September 22–23, 2019. Featuring 109 papers, the book covers hot topics such as artificial intelligence and soft computing, data science and big data analytics, internet of things (IoT),
... Read more

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