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Machine Learning with scikit-learn Quick Start Guide

Classification, regression, and clustering techniques in Python

by Kevin Jolly ...

Deploy supervised and unsupervised machine learning algorithms using scikit-learn to perform classification, regression, and clustering.Key FeaturesBuild your first machine learning model using scikit-learnTrain supervised and unsupervised models using popular techniques such as classification, regression and clusteringUnderstand how scikit-learn can be applied to different types of machine ... Read more

$25.99 USD or Free with Kobo Plus

Deploy supervised and unsupervised machine learning algorithms using scikit-learn to perform classification, regression, and clustering.Key FeaturesBuild your first machine learning model using scikit-learnTrain supervised and unsupervised models using popular techniques such as classification, regression and clusteringUnderstand how scikit-learn can be applied to different types of machine
... Read more
Principles of Data Integration

by AnHai Doan, Alon Halevy, Zachary Ives ...

Principles of Data Integration is the first comprehensive textbook of data integration, covering theoretical principles and implementation issues as well as current challenges raised by the semantic web and cloud computing. The book offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand. Readers will also learn how to build their own ... Read more

$71.99 USD

Principles of Data Integration is the first comprehensive textbook of data integration, covering theoretical principles and implementation issues as well as current challenges raised by the semantic web and cloud computing. The book offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand. Readers will also learn how to build their own
... Read more
Computational Intelligence Methods for Green Technology and Sustainable Development

Proceedings of the International Conference GTSD2024, Volume 2

Edited by Yo-Ping Huang, Wen-June Wang, Hieu-Giang Le, An-Quoc Hoang ...

Series series Springer Nature Proceedings excluding Computer Science
This book is presented in two volumes, featuring peer-reviewed research papers from the 7th International Conference on Green Technology and Sustainable Development (GTSD), held in Ho Chi Minh City, Vietnam, from July 25 to 26, 2024. It highlights original research by experts from both academia and industry, centered on the theme of "Green Technology and Sustainable Development in the Industrial ... Read more

$224.99 USD

This book is presented in two volumes, featuring peer-reviewed research papers from the 7th International Conference on Green Technology and Sustainable Development (GTSD), held in Ho Chi Minh City, Vietnam, from July 25 to 26, 2024. It highlights original research by experts from both academia and industry, centered on the theme of "Green Technology and Sustainable Development in the Industrial
... Read more
Learning Snowflake SQL and Scripting

Generate, Retrieve, and Automate Snowflake Data

by Alan Beaulieu ...

To help you on the path to becoming a Snowflake pro, this concise yet comprehensive guide reviews fundamentals and best practices for Snowflake's SQL and Scripting languages. Developers and data professionals will learn how to generate, modify, and query data in the Snowflake relational database management system as well as how to apply analytic functions for reporting.Author Alan Beaulieu also ... Read more

$48.99 USD

To help you on the path to becoming a Snowflake pro, this concise yet comprehensive guide reviews fundamentals and best practices for Snowflake's SQL and Scripting languages. Developers and data professionals will learn how to generate, modify, and query data in the Snowflake relational database management system as well as how to apply analytic functions for reporting.Author Alan Beaulieu also
... Read more
Google Machine Learning and Generative AI for Solutions Architects

Build efficient and scalable AI/ML solutions on Google Cloud

by Kieran Kavanagh ...

Architect and run real-world AI/ML solutions at scale on Google Cloud, and discover best practices to address common industry challenges effectivelyKey FeaturesUnderstand key concepts, from fundamentals through to complex topics, via a methodical approachBuild real-world end-to-end MLOps solutions and generative AI applications on Google CloudGet your hands on a code repository with over 20 hands ... Read more

$37.99 USD or Free with Kobo Plus

Architect and run real-world AI/ML solutions at scale on Google Cloud, and discover best practices to address common industry challenges effectivelyKey FeaturesUnderstand key concepts, from fundamentals through to complex topics, via a methodical approachBuild real-world end-to-end MLOps solutions and generative AI applications on Google CloudGet your hands on a code repository with over 20 hands
... Read more
How to Use ChatGPT

by Dev Ale ...

Unlock the full potential of conversational AI with "How to Use ChatGPT," a comprehensive guide that takes you on a journey through the world of ChatGPT, OpenAI's powerful language model. Whether you're a beginner eager to explore AI or an experienced user looking to enhance your skills, this book provides everything you need to master ChatGPT and leverage its capabilities for personal and ... Read more

$2.15 USD or Free with Kobo Plus

Unlock the full potential of conversational AI with "How to Use ChatGPT," a comprehensive guide that takes you on a journey through the world of ChatGPT, OpenAI's powerful language model. Whether you're a beginner eager to explore AI or an experienced user looking to enhance your skills, this book provides everything you need to master ChatGPT and leverage its capabilities for personal and
... Read more
Emerging Challenges in Intelligent Management Information Systems

Proceedings of 28th European Conference on Artificial Intelligence ECAI 2025 - IMIS Workshop, Volume 1

Edited by Marcin Hernes, Ewa Walaszczyk, Artur Rot ...

Series series Springer Nature Proceedings excluding Computer Science
This book is an interdisciplinary exploration of how artificial intelligence reshapes management information systems. Discover cutting-edge strategies for applying artificial intelligence to enhance decision-making, optimize business processes, and manage knowledge effectively. What sets this book apart is its integrative approach, bridging theory, methodology, and real-world case studies to ... Read more

$197.99 USD

This book is an interdisciplinary exploration of how artificial intelligence reshapes management information systems. Discover cutting-edge strategies for applying artificial intelligence to enhance decision-making, optimize business processes, and manage knowledge effectively. What sets this book apart is its integrative approach, bridging theory, methodology, and real-world case studies to
... Read more
Advances in Imaging and Electron Physics

by Peter W. Hawkes ...

Series Book 206 - Advances in Imaging and Electron Physics
Advances in Imaging and Electron Physics, Volume 206, merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science, digital image processing, ... Read more

$220.99 USD

Advances in Imaging and Electron Physics, Volume 206, merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science, digital image processing,
... Read more
你有没有被动收入？

by Joshua Tang ...

想象一下：你早上醒来，查看银行账户，发现一笔收入悄然入账，而你昨晚只是在睡大觉。这不是梦想，而是被动收入的魅力——一种无需每天耗费大量时间和精力，就能持续为你赚钱的财务策略。在这个快节奏的时代，被动收入不仅是实现财务自由的钥匙，更是让你有更多时间追求梦想、陪伴家人或探索世界的重要途径。《你有没有被动收入？》将带你走进被动收入的广阔世界。从传统的投资和房地产，到新兴的Web3技术和AI驱动的创新，本书系统梳理了当今可行的被动收入来源。无论你是想通过股票分红获得稳定收益，还是探索加密货币质押和NFT版税的潜力，亦或是利用AI工具创建数字产品，本书都为你提供了清晰的指南和实用建议。 ... Read more

$9.99 USD or Free with Kobo Plus

想象一下：你早上醒来，查看银行账户，发现一笔收入悄然入账，而你昨晚只是在睡大觉。这不是梦想，而是被动收入的魅力——一种无需每天耗费大量时间和精力，就能持续为你赚钱的财务策略。在这个快节奏的时代，被动收入不仅是实现财务自由的钥匙，更是让你有更多时间追求梦想、陪伴家人或探索世界的重要途径。《你有没有被动收入？》将带你走进被动收入的广阔世界。从传统的投资和房地产，到新兴的Web3技术和AI驱动的创新，本书系统梳理了当今可行的被动收入来源。无论你是想通过股票分红获得稳定收益，还是探索加密货币质押和NFT版税的潜力，亦或是利用AI工具创建数字产品，本书都为你提供了清晰的指南和实用建议。
... Read more
Data Simplification

Taming Information With Open Source Tools

by Jules J. Berman ...

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of ... Read more

$53.99 USD

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of
... Read more
Good Practices and New Perspectives in Information Systems and Technologies

WorldCIST 2024, Volume 2

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

$215.99 USD

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
Building Blockchain Projects

Building decentralized Blockchain applications with Ethereum and Solidity

by Narayan Prusty ...

Develop real-time practical DApps using Ethereum and JavaScriptKey Features\[\*\] Create powerful, end-to-end applications for Blockchain using Ethereum\[\*\] Write your first program using the Solidity programming language\[\*\] Change the way you think and design your applications by using the all new database-BlockchainBook DescriptionBlockchain is a decentralized ledger that maintains a ... Read more

$37.99 USD or Free with Kobo Plus

Develop real-time practical DApps using Ethereum and JavaScriptKey Features\[\*\] Create powerful, end-to-end applications for Blockchain using Ethereum\[\*\] Write your first program using the Solidity programming language\[\*\] Change the way you think and design your applications by using the all new database-BlockchainBook DescriptionBlockchain is a decentralized ledger that maintains a
... Read more
Machine Learning with Spark

Develop intelligent, distributed machine learning systems

by Rajdeep Dua, Manpreet Singh Ghotra, Nick Pentreath, Brian O'Neill, Stephen Boesch ...

Create scalable machine learning applications to power a modern data-driven business using Spark 2.xKey Features\[\*\] Get to the grips with the latest version of Apache Spark\[\*\] Utilize Spark's machine learning library to implement predictive analytics\[\*\] Leverage Spark’s powerful tools to load, analyze, clean, and transform your dataBook DescriptionThis book will teach you about popular ... Read more

$41.99 USD or Free with Kobo Plus

Create scalable machine learning applications to power a modern data-driven business using Spark 2.xKey Features\[\*\] Get to the grips with the latest version of Apache Spark\[\*\] Utilize Spark's machine learning library to implement predictive analytics\[\*\] Leverage Spark’s powerful tools to load, analyze, clean, and transform your dataBook DescriptionThis book will teach you about popular
... Read more
Python Natural Language Processing Cookbook

Over 50 recipes to understand, analyze, and generate text for implementing language processing tasks

by Zhenya Antić ...

Get to grips with solving real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualizationKey FeaturesAnalyze varying complexities of text using popular Python packages such as NLTK, spaCy, sklearn, and gensimImplement common and not-so-common linguistic processing tasks using Python librariesOvercome the common challenges faced while ... Read more

$41.99 USD or Free with Kobo Plus

Get to grips with solving real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualizationKey FeaturesAnalyze varying complexities of text using popular Python packages such as NLTK, spaCy, sklearn, and gensimImplement common and not-so-common linguistic processing tasks using Python librariesOvercome the common challenges faced while
... Read more
Data Stewardship in Action

A roadmap to data value realization and measurable business outcomes

by Pui Shing Lee ...

Take your organization's data maturity to the next level by operationalizing data governanceKey FeaturesDevelop the mindset and skills essential for successful data stewardshipApply practical advice and industry best practices, spanning data governance, quality management, and compliance, to enhance data stewardshipFollow a step-by-step program to develop a data operating model and implement data ... Read more

$37.99 USD or Free with Kobo Plus

Take your organization's data maturity to the next level by operationalizing data governanceKey FeaturesDevelop the mindset and skills essential for successful data stewardshipApply practical advice and industry best practices, spanning data governance, quality management, and compliance, to enhance data stewardshipFollow a step-by-step program to develop a data operating model and implement data
... Read more
MySQL 8 Cookbook

Over 150 recipes for high-performance database querying and administration

by Karthik Appigatla ...

Design and administer enterprise-grade MySQL 8 solutionsKey FeaturesStore, retrieve, and manipulate your data using the latest MySQL 8 featuresPractical recipes on effective administration in MySQL, with a focus on security, performance tuning, troubleshooting, and moreContains tips, tricks, and best practices for designing, developing, and administering your MySQL 8 database solution without any ... Read more

$41.99 USD or Free with Kobo Plus

Design and administer enterprise-grade MySQL 8 solutionsKey FeaturesStore, retrieve, and manipulate your data using the latest MySQL 8 featuresPractical recipes on effective administration in MySQL, with a focus on security, performance tuning, troubleshooting, and moreContains tips, tricks, and best practices for designing, developing, and administering your MySQL 8 database solution without any
... Read more
AISMA-2023: International Workshop on Advanced Information Security Management and Applications

Edited by Zahid Raza, Mikhail Babenko, Mohammad Sajid, Maria Lapina, Vyacheslav Zolotarev ...

Series series Springer Nature Proceedings excluding Computer Science
This book is based on the best papers accepted for presentation during the AISMA-2023: International Workshop on Advanced in Information Security Management and Applications on September 29 - October 1, 2023 in online mode at Stavropol, Krasnoyarsk, Russia.The book includes research on information security problems and solutions in the field of information security management, blockchain and ... Read more

$179.09 USD

This book is based on the best papers accepted for presentation during the AISMA-2023: International Workshop on Advanced in Information Security Management and Applications on September 29 - October 1, 2023 in online mode at Stavropol, Krasnoyarsk, Russia.The book includes research on information security problems and solutions in the field of information security management, blockchain and
... Read more
Mastering Data Science

Unraveling Patterns and Predictive Analytics for Building Intelligent Systems

by Aashi Singh Bhadouria, Anamika Ahirwar ...

In an era defined by explosive data growth, understanding data science is more essential than ever. This book offers a clear and practical introduction to the field, equipping readers with the tools to collect, clean, analyze, and interpret data for informed decision-making.Covering core concepts and modern techniques, the book guides readers through data analysis, statistics, machine learning, ... Read more

$240.00 USD

In an era defined by explosive data growth, understanding data science is more essential than ever. This book offers a clear and practical introduction to the field, equipping readers with the tools to collect, clean, analyze, and interpret data for informed decision-making.Covering core concepts and modern techniques, the book guides readers through data analysis, statistics, machine learning,
... Read more
Effective Data Science Infrastructure

How to make data scientists productive

by Ville Tuulos ...

Simplify data science infrastructure to give data scientists an efficient path from prototype to production.In Effective Data Science Infrastructure you will learn how to:Design data science infrastructure that boosts productivityHandle compute and orchestration in the cloudDeploy machine learning to productionMonitor and manage performance and resultsCombine cloud-based tools into a cohesive data ... Read more

$49.99 USD

Simplify data science infrastructure to give data scientists an efficient path from prototype to production.In Effective Data Science Infrastructure you will learn how to:Design data science infrastructure that boosts productivityHandle compute and orchestration in the cloudDeploy machine learning to productionMonitor and manage performance and resultsCombine cloud-based tools into a cohesive data
... Read more
PostGIS in Action, Second Edition

by Leo S. Hsu, Regina O. Obe ...

SummaryPostGIS in Action, Second Edition teaches readers of all levels to write spatial queries that solve real-world problems. It first gives you a background in vector-, raster-, and topology-based GIS and then quickly moves into analyzing, viewing, and mapping data. This second edition covers PostGIS 2.0 and 2.1 series, PostgreSQL 9.1, 9.2, and 9.3 features, and shows you how to integrate with ... Read more

$38.99 USD

SummaryPostGIS in Action, Second Edition teaches readers of all levels to write spatial queries that solve real-world problems. It first gives you a background in vector-, raster-, and topology-based GIS and then quickly moves into analyzing, viewing, and mapping data. This second edition covers PostGIS 2.0 and 2.1 series, PostgreSQL 9.1, 9.2, and 9.3 features, and shows you how to integrate with
... Read more
HBase in Action

by Amandeep Khurana, Nick Dimiduk ...

SummaryHBase in Action has all the knowledge you need to design, build, and run applications using HBase. First, it introduces you to the fundamentals of distributed systems and large scale data handling. Then, you'll explore real-world applications and code samples with just enough theory to understand the practical techniques. You'll see how to build applications with HBase and take advantage of ... Read more

$49.99 USD

SummaryHBase in Action has all the knowledge you need to design, build, and run applications using HBase. First, it introduces you to the fundamentals of distributed systems and large scale data handling. Then, you'll explore real-world applications and code samples with just enough theory to understand the practical techniques. You'll see how to build applications with HBase and take advantage of
... Read more
Graph Algorithms for Data Science

With examples in Neo4j

by Tomaž Bratanic ...

Practical methods for analyzing your data with graphs, revealing hidden connections and new insights.Graphs are the natural way to represent and understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with concrete advice on implementation and deployment. You don’t need any graph experience to start benefiting from this insightful ... Read more

$49.99 USD

Practical methods for analyzing your data with graphs, revealing hidden connections and new insights.Graphs are the natural way to represent and understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with concrete advice on implementation and deployment. You don’t need any graph experience to start benefiting from this insightful
... Read more
Machine Learning Engineering in Action

by Ben Wilson ...

Field-tested tips, tricks, and design patterns for building machine learning projects that are deployable, maintainable, and secure from concept to production.In Machine Learning Engineering in Action, you will learn:Evaluating data science problems to find the most effective solutionScoping a machine learning project for usage expectations and budgetProcess techniques that minimize wasted effort ... Read more

$58.99 USD

Field-tested tips, tricks, and design patterns for building machine learning projects that are deployable, maintainable, and secure from concept to production.In Machine Learning Engineering in Action, you will learn:Evaluating data science problems to find the most effective solutionScoping a machine learning project for usage expectations and budgetProcess techniques that minimize wasted effort
... Read more
Advanced Algorithms and Data Structures

by Marcello La Rocca ...

"An accessible introduction to the fundamental algorithms used to run the world." - Richard Vaughan, Purple Monkey CollectiveAdvanced Algorithms and Data Structures introduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing.SummaryAs a software engineer, you’ll encounter countless programming challenges that initially seem ... Read more

$49.99 USD

"An accessible introduction to the fundamental algorithms used to run the world." - Richard Vaughan, Purple Monkey CollectiveAdvanced Algorithms and Data Structures introduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing.SummaryAs a software engineer, you’ll encounter countless programming challenges that initially seem
... Read more

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