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Proceedings of 18th International Conference on Machine Learning and Computing

ICMLC2026. Volume 2

Edited by Lin Huang, David Greenhalgh ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents recent advances, emerging trends, and applications in computer vision and machine learning. It discusses major topics such as supervised learning, unsupervised learning, reinforcement learning, deep learning, neural networks, image processing, pattern recognition, object detection, real-time vision systems, data management and processing, natural language processing (NLP), and ... Read more

$266.50 AUD

This book presents recent advances, emerging trends, and applications in computer vision and machine learning. It discusses major topics such as supervised learning, unsupervised learning, reinforcement learning, deep learning, neural networks, image processing, pattern recognition, object detection, real-time vision systems, data management and processing, natural language processing (NLP), and
... Read more
SQL and Relational Theory

How to Write Accurate SQL Code

by C.J. Date ...

SQL is full of difficulties and traps for the unwary. You can avoid them if you understand relational theory, but only if you know how to put that theory into practice. In this book, Chris Date explains relational theory in depth, and demonstrates through numerous examples and exercises how you can apply it to your use of SQL.This third edition has been revised, extended, and improved throughout. ... Read more

$30.88 AUD

SQL is full of difficulties and traps for the unwary. You can avoid them if you understand relational theory, but only if you know how to put that theory into practice. In this book, Chris Date explains relational theory in depth, and demonstrates through numerous examples and exercises how you can apply it to your use of SQL.This third edition has been revised, extended, and improved throughout.
... Read more
MongoDB: The Definitive Guide

Powerful and Scalable Data Storage

by Shannon Bradshaw, Eoin Brazil, Kristina Chodorow ...

Manage your data with a system designed to support modern application development. Updated for MongoDB 4.2, the third edition of this authoritative and accessible guide shows you the advantages of using document-oriented databases. You’ll learn how this secure, high-performance system enables flexible data models, high availability, and horizontal scalability.Authors Shannon Bradshaw, Eoin Brazil, ... Read more

$46.72 AUD

Manage your data with a system designed to support modern application development. Updated for MongoDB 4.2, the third edition of this authoritative and accessible guide shows you the advantages of using document-oriented databases. You’ll learn how this secure, high-performance system enables flexible data models, high availability, and horizontal scalability.Authors Shannon Bradshaw, Eoin Brazil,
... Read more
Mastering Spark with R

The Complete Guide to Large-Scale Analysis and Modeling

by Javier Luraschi, Kevin Kuo, Edgar Ruiz ...

If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems.Authors Javier ... Read more

$38.80 AUD

If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems.Authors Javier
... Read more
MYSQL FOR DATA ANALYST AND DATA SCIENTIST WITH PYTHON GUI

by Vivian Siahaan, Rismon Hasiholan Sianipar ...

In this project, we will use the BikeStores database as a MySQL sample database to help you work with MySQL quickly and effectively. The stores table includes the store’s information. Each store has a store name, contact information such as phone and email, and an address including street, city, state, and zip code. The staffs table stores the essential information of staffs including first name, ... Read more

$15.83 AUD

In this project, we will use the BikeStores database as a MySQL sample database to help you work with MySQL quickly and effectively. The stores table includes the store’s information. Each store has a store name, contact information such as phone and email, and an address including street, city, state, and zip code. The staffs table stores the essential information of staffs including first name,
... Read more
Graph-based Keyword Spotting

by Michael Stauffer, Andreas Fischer, Kaspar Riesen ...

Series Book 86 - Series In Machine Perception And Artificial Intelligence
Keyword Spotting (KWS) has been proposed as a flexible and more error-tolerant alternative to full transcriptions. In most cases, it allows to retrieve arbitrary query words in handwritten historical document.This comprehensive compendium gives a self-contained preamble and visually attractive description to the field of graph-based KWS. The volume highlights a profound insight into each step of ... Read more

$104.34 AUD

Keyword Spotting (KWS) has been proposed as a flexible and more error-tolerant alternative to full transcriptions. In most cases, it allows to retrieve arbitrary query words in handwritten historical document.This comprehensive compendium gives a self-contained preamble and visually attractive description to the field of graph-based KWS. The volume highlights a profound insight into each step of
... Read more
Data Algorithms

Recipes for Scaling Up with Hadoop and Spark

by Mahmoud Parsian ...

If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for solving a massive computational problem, such as building a recommendation system. You’ll learn how to implement ... Read more

$62.56 AUD

If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for solving a massive computational problem, such as building a recommendation system. You’ll learn how to implement
... Read more
Learning to manage Postgresql

Evolving with PostgreSQL - Replication, Backup / Restores, Third Party Tools and much more.

by Edivaldo Santos ...

PostgreSQL is one of the most widely used open-source database managers with extensive academic and business use. This book focuses on the study of this software, bringing to the reader, its evolution, installation and administration, all this with practical examples, and many tips of use, without leaving the methodological technical aspect aside. The book may be of interest to both beginner who ... Read more

$3.85 AUD

PostgreSQL is one of the most widely used open-source database managers with extensive academic and business use. This book focuses on the study of this software, bringing to the reader, its evolution, installation and administration, all this with practical examples, and many tips of use, without leaving the methodological technical aspect aside. The book may be of interest to both beginner who
... Read more
Serverless Analytics with Amazon Athena

Query structured, unstructured, or semi-structured data in seconds without setting up any infrastructure

by Anthony Virtuoso, Aaron Wishnick, Mert Turkay Hocanin, Rahul Pathak ...

Get more from your data with Amazon Athena's ease-of-use, interactive performance, and pay-per-query pricing Key Features • Explore the promising capabilities of Amazon Athena and Athena's Query Federation SDK • Use Athena to prepare data for common machine learning activities • Cover best practices for setting up connectivity between your application and Athena and security considerations Book ... Read more

$52.36 AUD or Free with Kobo Plus

Get more from your data with Amazon Athena's ease-of-use, interactive performance, and pay-per-query pricing Key Features • Explore the promising capabilities of Amazon Athena and Athena's Query Federation SDK • Use Athena to prepare data for common machine learning activities • Cover best practices for setting up connectivity between your application and Athena and security considerations Book
... Read more
Hadoop: Data Processing and Modelling

by Garry Turkington, Tanmay Deshpande, Sandeep Karanth ...

Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data setsAbout This BookConquer the mountain of data using Hadoop 2.X toolsThe authors succeed in creating a context for Hadoop and its ecosystemHands-on examples and recipes giving the bigger picture and helping you to master Hadoop 2.X data processing platformsOvercome the challenging data ... Read more

$95.13 AUD or Free with Kobo Plus

Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data setsAbout This BookConquer the mountain of data using Hadoop 2.X toolsThe authors succeed in creating a context for Hadoop and its ecosystemHands-on examples and recipes giving the bigger picture and helping you to master Hadoop 2.X data processing platformsOvercome the challenging data
... Read more
R: Recipes for Analysis, Visualization and Machine Learning

by Viswa Viswanathan, Shanthi Viswanathan, Atmajitsinh Gohil, Yu-Wei, Chiu (David Chiu) ...

Get savvy with R language and actualize projects aimed at analysis, visualization and machine learningAbout This BookProficiently analyze data and apply machine learning techniquesGenerate visualizations, develop interactive visualizations and applications to understand various data exploratory functions in RConstruct a predictive model by using a variety of machine learning packagesWho This Book ... Read more

$85.63 AUD or Free with Kobo Plus

Get savvy with R language and actualize projects aimed at analysis, visualization and machine learningAbout This BookProficiently analyze data and apply machine learning techniquesGenerate visualizations, develop interactive visualizations and applications to understand various data exploratory functions in RConstruct a predictive model by using a variety of machine learning packagesWho This Book
... Read more
scikit-learn : Machine Learning Simplified

by Gavin Hackeling, Trent Hauck, Guillermo Moncecchi, Raul Garreta ...

Implement scikit-learn into every step of the data science pipelineAbout This BookUse Python and scikit-learn to create intelligent applicationsDiscover how to apply algorithms in a variety of situations to tackle common and not-so common challenges in the machine learning domainA practical, example-based guide to help you gain expertise in implementing and evaluating machine learning systems ... Read more

$95.13 AUD or Free with Kobo Plus

Implement scikit-learn into every step of the data science pipelineAbout This BookUse Python and scikit-learn to create intelligent applicationsDiscover how to apply algorithms in a variety of situations to tackle common and not-so common challenges in the machine learning domainA practical, example-based guide to help you gain expertise in implementing and evaluating machine learning systems
... Read more
QGIS: Becoming a GIS Power User

by Anita Graser, Ben Mearns, Alex Mandel, Victor Olaya Ferrero, Alexander Bruy ...

Master data management, visualization, and spatial analysis techniques in QGIS and become a GIS power userAbout This BookLearn how to work with various types of data and create beautiful maps using this easy-to-follow guideGive a touch of professionalism to your maps, both for functionality and look and feel, with the help of this practical guideThis progressive, hands-on guide builds on a geo ... Read more

$80.87 AUD or Free with Kobo Plus

Master data management, visualization, and spatial analysis techniques in QGIS and become a GIS power userAbout This BookLearn how to work with various types of data and create beautiful maps using this easy-to-follow guideGive a touch of professionalism to your maps, both for functionality and look and feel, with the help of this practical guideThis progressive, hands-on guide builds on a geo
... Read more
Building Big Data Pipelines with Apache Beam

Use a single programming model for both batch and stream data processing

by Jan Lukavsky ...

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open ... Read more

$47.61 AUD or Free with Kobo Plus

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open
... Read more
R: Mining spatial, text, web, and social media data

by Bater Makhabel, Pradeepta Mishra, Nathan Danneman, Richard Heimann ...

Create data mining algorithmsAbout This BookDevelop a strong strategy to solve predictive modeling problems using the most popular data mining algorithmsReal-world case studies will take you from novice to intermediate to apply data mining techniquesDeploy cutting-edge sentiment analysis techniques to real-world social media data using RWho This Book Is ForThis Learning Path is for R developers ... Read more

$76.12 AUD or Free with Kobo Plus

Create data mining algorithmsAbout This BookDevelop a strong strategy to solve predictive modeling problems using the most popular data mining algorithmsReal-world case studies will take you from novice to intermediate to apply data mining techniquesDeploy cutting-edge sentiment analysis techniques to real-world social media data using RWho This Book Is ForThis Learning Path is for R developers
... Read more
Apache Spark 2: Data Processing and Real-Time Analytics

Master complex big data processing, stream analytics, and machine learning with Apache Spark

by Romeo Kienzler, Md. Rezaul Karim, Sridhar Alla, Siamak Amirghodsi, Meenakshi Rajendran, Broderick Hall, Shuen Mei ...

Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing frameworkKey FeaturesMaster the art of real-time big data processing and machine learningExplore a wide range of use-cases to analyze large dataDiscover ways to optimize your work by using many features of Spark 2.x and ScalaBook DescriptionApache Spark is an in-memory, ... Read more

$47.61 AUD or Free with Kobo Plus

Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing frameworkKey FeaturesMaster the art of real-time big data processing and machine learningExplore a wide range of use-cases to analyze large dataDiscover ways to optimize your work by using many features of Spark 2.x and ScalaBook DescriptionApache Spark is an in-memory,
... Read more
R: Unleash Machine Learning Techniques

by Raghav Bali, Dipanjan Sarkar, Brett Lantz, Cory Lesmeister ...

Find out how to build smarter machine learning systems with R. Follow this three module course to become a more fluent machine learning practitioner.About This BookBuild your confidence with R and find out how to solve a huge range of data-related problemsGet to grips with some of the most important machine learning techniques being used by data scientists and analysts across industries todayDon't ... Read more

$95.13 AUD or Free with Kobo Plus

Find out how to build smarter machine learning systems with R. Follow this three module course to become a more fluent machine learning practitioner.About This BookBuild your confidence with R and find out how to solve a huge range of data-related problemsGet to grips with some of the most important machine learning techniques being used by data scientists and analysts across industries todayDon't
... Read more
Azure Data Scientist Associate Certification Guide

A hands-on guide to machine learning in Azure and passing the Microsoft Certified DP-100 exam

by Andreas Botsikas, Michael Hlobil ...

Develop the skills you need to run machine learning workloads in Azure and pass the DP-100 exam with ease Key Features • Create end-to-end machine learning training pipelines, with or without code • Track experiment progress using the cloud-based MLflow-compatible process of Azure ML services • Operationalize your machine learning models by creating batch and real-time endpoints Book Description ... Read more

$52.36 AUD or Free with Kobo Plus

Develop the skills you need to run machine learning workloads in Azure and pass the DP-100 exam with ease Key Features • Create end-to-end machine learning training pipelines, with or without code • Track experiment progress using the cloud-based MLflow-compatible process of Azure ML services • Operationalize your machine learning models by creating batch and real-time endpoints Book Description
... Read more
Networks in the Global World V

Proceedings of NetGloW 2020

Edited by Artem Antonyuk, Nikita Basov ...

Series Book 181 - Lecture Notes in Networks and Systems
This proceedings book presents state-of-the-art developments in theory, methodology, and applications of network analysis across sociology, computational science, education research, literature studies, political science, international relations, social media research, and urban studies. The papers comprising this collection were presented at the Fifth ‘Networks in the Global World’ conference ... Read more

$193.63 AUD

This proceedings book presents state-of-the-art developments in theory, methodology, and applications of network analysis across sociology, computational science, education research, literature studies, political science, international relations, social media research, and urban studies. The papers comprising this collection were presented at the Fifth ‘Networks in the Global World’ conference
... Read more
End-to-End Data Science with SAS

A Hands-On Programming Guide

by James Gearheart ...

Learn data science concepts with real-world examples in SAS!End-to-End Data Science with SAS: A Hands-On Programming Guide provides clear and practical explanations of the data science environment, machine learning techniques, and the SAS programming knowledge necessary to develop machine learning models in any industry. The book covers concepts including understanding the business need, creating ... Read more

$38.70 AUD

Learn data science concepts with real-world examples in SAS!End-to-End Data Science with SAS: A Hands-On Programming Guide provides clear and practical explanations of the data science environment, machine learning techniques, and the SAS programming knowledge necessary to develop machine learning models in any industry. The book covers concepts including understanding the business need, creating
... Read more
Data Analytics for Marketing

A practical guide to analyzing marketing data using Python

by Guilherme Diaz-Bérrio ...

Conduct data-driven marketing research and analysis with hands-on examples using Python by leveraging open-source tools and libraries Key FeaturesAnalyze marketing data using proper statistical techniquesUse data modeling and analytics to understand customer preferences and enhance strategies without complex mathImplement Python libraries like DoWhy, Pandas, and Prophet in a business setting with ... Read more

$44.54 AUD or Free with Kobo Plus

Conduct data-driven marketing research and analysis with hands-on examples using Python by leveraging open-source tools and libraries Key FeaturesAnalyze marketing data using proper statistical techniquesUse data modeling and analytics to understand customer preferences and enhance strategies without complex mathImplement Python libraries like DoWhy, Pandas, and Prophet in a business setting with
... Read more
MATLAB

THE ULTIMATE PROGRAMMING PLAYGROUND

by Randy H. Mills ...

Unleash Your Creativity and Code Your Dreams with MATLAB: The Ultimate Programming PlaygroundAbout the technology:MATLAB is more than just a programming language; it's a powerful platform that empowers you to explore, analyze, and visualize data across various fields. From scientific computing and engineering simulations to data science and machine learning, MATLAB offers a versatile toolbox for ... Read more

$11.87 AUD or Free with Kobo Plus

Unleash Your Creativity and Code Your Dreams with MATLAB: The Ultimate Programming PlaygroundAbout the technology:MATLAB is more than just a programming language; it's a powerful platform that empowers you to explore, analyze, and visualize data across various fields. From scientific computing and engineering simulations to data science and machine learning, MATLAB offers a versatile toolbox for
... Read more
Excel数据可视化——从图表到数据大屏

by 郭宏远 ...

Excel数据可视化根据图表的展示形式可分为基础图表、动态图表和数据大屏，本书以Excel的基础知识为起点，逐步介绍Excel数据可视化的三种形态。这是一个循序渐进的学习过程，每个对应的模块都包含通用设计理论和具体的设计方法，理论和实践相结合，使读者在举一反三中逐渐学会使用Excel实现数据可视化。 ... Read more

$27.44 AUD

Excel数据可视化根据图表的展示形式可分为基础图表、动态图表和数据大屏，本书以Excel的基础知识为起点，逐步介绍Excel数据可视化的三种形态。这是一个循序渐进的学习过程，每个对应的模块都包含通用设计理论和具体的设计方法，理论和实践相结合，使读者在举一反三中逐渐学会使用Excel实现数据可视化。
... Read more
视觉大数据智能分析算法实战

by 刘衍琦，曲海洋 ...

本书详细讲解了大数据应用案例（含可运行程序），涉及计算机视觉基础案例分析、视觉大数据检索及识别相关的工程应用，包含了音视频处理、目标检测、图像识别等行业应用案例，作者从项目实战出发，对视觉大数据工程应用的算法设计、程序实现、部署实施进行详细叙述，可方便读者进行相关知识点的程序化调试及工程复用。本书以案例为基础，结构布局紧凑，内容深入浅出，实验简捷高效，适合计算机、信号通信和自动化等相关专业的教师、本科生、研究生，以及广大从事大数据处理的工程研发人员阅读参考。 ... Read more

$20.29 AUD

本书详细讲解了大数据应用案例（含可运行程序），涉及计算机视觉基础案例分析、视觉大数据检索及识别相关的工程应用，包含了音视频处理、目标检测、图像识别等行业应用案例，作者从项目实战出发，对视觉大数据工程应用的算法设计、程序实现、部署实施进行详细叙述，可方便读者进行相关知识点的程序化调试及工程复用。本书以案例为基础，结构布局紧凑，内容深入浅出，实验简捷高效，适合计算机、信号通信和自动化等相关专业的教师、本科生、研究生，以及广大从事大数据处理的工程研发人员阅读参考。
... Read more

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