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特异群组挖掘

by 熊贇, 朱扬勇著 ...

高价值、低密度是大数据的特征，挖掘高价值、低密度的数据对象是大数据的一项重要工作。特异群组是一类高价值、低密度的数据形态，是指在众多行为对象中，少数对象群体具有一定数量的相同（或相似）的行为模式，表现出相异于大多数对象而形成的异常的群组。特异群组挖掘在证券金融、医疗保险、智能交通、社会网络和生命科学研究等领域具有重要的应用价值。对特异群组挖掘的研究代表了数据挖掘从浅层到深层的发展趋势和必要性。本书系统地阐述了特异群组挖掘任务，包括介绍了特异群组挖掘的概念，分析了特异群组挖掘任务与聚类、异常等任务之间的差异，给出了特异群组挖掘任务的相关算法，并且列举了特异群组挖掘的几个重点应用。本书适合大数据研究人员、大数据工程师、大数据应用分析师、大数据产业从业人员等阅读，也可作为数据科学、大数据专业本科生和研究生的教学用书。 ... Read more

$42.13 CAD

高价值、低密度是大数据的特征，挖掘高价值、低密度的数据对象是大数据的一项重要工作。特异群组是一类高价值、低密度的数据形态，是指在众多行为对象中，少数对象群体具有一定数量的相同（或相似）的行为模式，表现出相异于大多数对象而形成的异常的群组。特异群组挖掘在证券金融、医疗保险、智能交通、社会网络和生命科学研究等领域具有重要的应用价值。对特异群组挖掘的研究代表了数据挖掘从浅层到深层的发展趋势和必要性。本书系统地阐述了特异群组挖掘任务，包括介绍了特异群组挖掘的概念，分析了特异群组挖掘任务与聚类、异常等任务之间的差异，给出了特异群组挖掘任务的相关算法，并且列举了特异群组挖掘的几个重点应用。本书适合大数据研究人员、大数据工程师、大数据应用分析师、大数据产业从业人员等阅读，也可作为数据科学、大数据专业本科生和研究生的教学用书。
... Read more
Ultimate Data Engineering Design Patterns

Design and Build Scalable Data Pipelines Using Proven Patterns for Modern Data Platforms`

by Bragadeesh Sundararajan ...

Data engineering is the backbone of every modern data-driven organization — and the ability to design scalable, reliable pipelines is the most in-demand skill across analytics, AI, and platform engineering. ***Ultimate Data Engineering Design Patterns***provides a comprehensive, pattern-driven guide to building robust data infrastructure, from foundational ingestion and storage to stream ... Read more

$27.49 CAD or Free with Kobo Plus

Data engineering is the backbone of every modern data-driven organization — and the ability to design scalable, reliable pipelines is the most in-demand skill across analytics, AI, and platform engineering. ***Ultimate Data Engineering Design Patterns***provides a comprehensive, pattern-driven guide to building robust data infrastructure, from foundational ingestion and storage to stream
... Read more
Mastering Python for Bioinformatics

How to Write Flexible, Documented, Tested Python Code for Research Computing

by Ken Youens-Clark ...

Life scientists today urgently need training in bioinformatics skills. Too many bioinformatics programs are poorly written and barely maintained, usually by students and researchers who've never learned basic programming skills. This practical guide shows postdoc bioinformatics professionals and students how to exploit the best parts of Python to solve problems in biology while creating documented ... Read more

$85.99 CAD

Life scientists today urgently need training in bioinformatics skills. Too many bioinformatics programs are poorly written and barely maintained, usually by students and researchers who've never learned basic programming skills. This practical guide shows postdoc bioinformatics professionals and students how to exploit the best parts of Python to solve problems in biology while creating documented
... Read more
Data Engineering with AWS Cookbook

A recipe-based approach to help you tackle data engineering problems with AWS services

by Gonzalo Herreros González, Huda Nofal, Trâm Ngọc Phạm, Viquar Khan ...

Master AWS data engineering services and techniques for orchestrating pipelines, building layers, and managing migrationsKey FeaturesGet up to speed with the different AWS technologies for data engineeringLearn the different aspects and considerations of building data lakes, such as security, storage, and operationsGet hands on with key AWS services such as Glue, EMR, Redshift, QuickSight, and ... Read more

$42.99 CAD or Free with Kobo Plus

Master AWS data engineering services and techniques for orchestrating pipelines, building layers, and managing migrationsKey FeaturesGet up to speed with the different AWS technologies for data engineeringLearn the different aspects and considerations of building data lakes, such as security, storage, and operationsGet hands on with key AWS services such as Glue, EMR, Redshift, QuickSight, and
... Read more
Introduction of Geometric Algebra for Machine Learning and Data Science

A Unified Geometric Framework for Modern Learning Systems

by Sandi Setiawan ...

What if machine learning could be understood geometrically?This book presents a unified geometric perspective on machine learning, statistics, and data science through the language of geometric algebra.From linear models and principal component analysis to neural networks, attention mechanisms, and time series systems, modern methods are reinterpreted as geometric transformations in n-dimensional ... Read more

$16.99 CAD

What if machine learning could be understood geometrically?This book presents a unified geometric perspective on machine learning, statistics, and data science through the language of geometric algebra.From linear models and principal component analysis to neural networks, attention mechanisms, and time series systems, modern methods are reinterpreted as geometric transformations in n-dimensional
... Read more
Python Social Media Analytics

Analyze and visualize data from Twitter, YouTube, GitHub, and more

by Michal Krystyanczuk, Siddhartha Chatterjee ...

Leverage the power of Python to collect, process, and mine deep insights from social media dataKey Features\[\*\]Acquire data from various social media platforms such as Facebook, Twitter, YouTube, GitHub, and more\[\*\]Analyze and extract actionable insights from your social data using various Python tools\[\*\]A highly practical guide to conducting efficient social media analytics at scaleBook ... Read more

$47.99 CAD or Free with Kobo Plus

Leverage the power of Python to collect, process, and mine deep insights from social media dataKey Features\[\*\]Acquire data from various social media platforms such as Facebook, Twitter, YouTube, GitHub, and more\[\*\]Analyze and extract actionable insights from your social data using various Python tools\[\*\]A highly practical guide to conducting efficient social media analytics at scaleBook
... Read more
Data Labeling in Machine Learning with Python

Explore modern ways to prepare labeled data for training and fine-tuning ML and generative AI models

by Vijaya Kumar Suda ...

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data ... Read more

$42.99 CAD or Free with Kobo Plus

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data
... Read more
Practical Data Science Environments with Python and R

by Astha Puri, Rohan Mathur ...

From Beginner to Practitioner: A Practical Path to Learning Data ScienceKey Features● Build production-ready data science environments from scratch.● Learn Python and R through complete, real-world workflows for cleaning, visualizing, and modeling data.● Learn real-world and practical workflows used by modern data organizations.Book DescriptionData science often fails beginners not b... ... Read more

$21.99 CAD

From Beginner to Practitioner: A Practical Path to Learning Data ScienceKey Features● Build production-ready data science environments from scratch.● Learn Python and R through complete, real-world workflows for cleaning, visualizing, and modeling data.● Learn real-world and practical workflows used by modern data organizations.Book DescriptionData science often fails beginners not b...
... Read more
Recent Advances in Data and Algorithms for e-Government

Edited by Christophe Gaie, Mayuri Mehta ...

Series series Intelligent Technologies and Robotics (R0)
This book presents new trends to optimize e-Government in various contexts. It aims to highlight new methods and approaches that unveil the potential of data for public services. The book also illustrates how public services can be mathematically modeled with many case studies. Then, algorithms are proposed to optimize their functioning and to better contribute to the general interest, such as ... Read more

$204.99 CAD

This book presents new trends to optimize e-Government in various contexts. It aims to highlight new methods and approaches that unveil the potential of data for public services. The book also illustrates how public services can be mathematically modeled with many case studies. Then, algorithms are proposed to optimize their functioning and to better contribute to the general interest, such as
... Read more
Deep Learning and Computational Physics

by Deep Ray, Orazio Pinti, Assad A. Oberai ...

Series series Intelligent Technologies and Robotics (R0)
The main objective of this book is to introduce a student who is familiar with elementary math concepts to select topics in deep learning. It exploits strong connections between deep learning algorithms and the techniques of computational physics to achieve two important goals. First, it uses concepts from computational physics to develop an understanding of deep learning algorithms. Second, it ... Read more

$115.29 CAD

The main objective of this book is to introduce a student who is familiar with elementary math concepts to select topics in deep learning. It exploits strong connections between deep learning algorithms and the techniques of computational physics to achieve two important goals. First, it uses concepts from computational physics to develop an understanding of deep learning algorithms. Second, it
... Read more
Proceedings of the 3rd International Conference on Emerging Trends and Innovation (3rd ICETI)

Edited by Inam Ullah Khan, Hafiz Muhammad Attaullah, Ahthasham Sajid, Shashi Kant Gupta ...

Series series Springer Nature Proceedings excluding Computer Science
This book brings together forward-looking research and practical innovations that address real-world technological and societal challenges. It offers readers actionable insights, modern solutions, and interdisciplinary perspectives that support smarter decision-making, sustainable development, and digital transformation.The contributions highlight emerging trends across artificial intelligence, ... Read more

$256.19 CAD

This book brings together forward-looking research and practical innovations that address real-world technological and societal challenges. It offers readers actionable insights, modern solutions, and interdisciplinary perspectives that support smarter decision-making, sustainable development, and digital transformation.The contributions highlight emerging trends across artificial intelligence,
... Read more
Collaborative Filtering Using Data Mining and Analysis

Edited by Vishal Bhatnagar ...

Internet usage has become a normal and essential aspect of everyday life. Due to the immense amount of information available on the web, it has become obligatory to find ways to sift through and categorize the overload of data while removing redundant material. Collaborative Filtering Using Data Mining and Analysis evaluates the latest patterns and trending topics in the utilization of data mining ... Read more

$206.39 CAD

Internet usage has become a normal and essential aspect of everyday life. Due to the immense amount of information available on the web, it has become obligatory to find ways to sift through and categorize the overload of data while removing redundant material. Collaborative Filtering Using Data Mining and Analysis evaluates the latest patterns and trending topics in the utilization of data mining
... Read more
Interdisciplinary Approaches to Data Governance, AI, and Digital Society

Edited by Muhammad Anshari, Mohammad Nabil Almunawar, Hazri Kifle ...

In a data-driven world, the governance of digital technologies and artificial intelligence (AI) is a concern for governments, businesses, and societies. Addressing the complex social, ethical, legal, and technical challenges posed by AI and digital systems requires an interdisciplinary approach that draws from fields like computer science, law, sociology, public policy, ethics, economics, and ... Read more

$227.99 CAD

In a data-driven world, the governance of digital technologies and artificial intelligence (AI) is a concern for governments, businesses, and societies. Addressing the complex social, ethical, legal, and technical challenges posed by AI and digital systems requires an interdisciplinary approach that draws from fields like computer science, law, sociology, public policy, ethics, economics, and
... Read more
THE SIMPLE DROPBOX USER GUIDE

Guide to Mastering Dropbox In A Simple And Easy Way With Illustrative Images

by Stanley Green ...

Dropbox is a web-based service that hosts user files and is frequently referred to as a "cloud storage" service. Dropbox is one of the oldest and most popular cloud storage services that are used today; however, there are many alternatives, such as Google Drive, Microsoft OneDrive, Box, and Sync. Dropbox is one of the oldest and most popular cloud storage services that are used today.The service ... Read more

$5.48 CAD or Free with Kobo Plus

Dropbox is a web-based service that hosts user files and is frequently referred to as a "cloud storage" service. Dropbox is one of the oldest and most popular cloud storage services that are used today; however, there are many alternatives, such as Google Drive, Microsoft OneDrive, Box, and Sync. Dropbox is one of the oldest and most popular cloud storage services that are used today.The service
... Read more
Combatting Digital Arrest Fraud and Identity Theft With AI and Decision Support Systems

Edited by Brij B. Gupta, Chun Ho Wu, Andrew W.H. Ip ...

The rise of digital fraud and identity theft poses serious risks to individuals, businesses, and governments, making advanced cybersecutiy solutions an urgent priority. Artificial intelligence (AI) offers powerful tools for real-time detection, prevention, and response to cyber threats, enhancing the accuracy and efficiency of digital security systems. Integrating AI into decision support systems ... Read more

$250.39 CAD

The rise of digital fraud and identity theft poses serious risks to individuals, businesses, and governments, making advanced cybersecutiy solutions an urgent priority. Artificial intelligence (AI) offers powerful tools for real-time detection, prevention, and response to cyber threats, enhancing the accuracy and efficiency of digital security systems. Integrating AI into decision support systems
... Read more
Recent Trends and Future Direction for Data Analytics

Edited by Aparna Kumari ...

In an increasingly data-centric world, scholars and practitioners grapple with the complexities of harnessing data analytics effectively across various industries. The challenge lies in navigating the rapid evolution of methodologies, identifying emerging trends, and understanding the nuanced applications of data analytics in real-world scenarios. This gap between theory and practice inhibits ... Read more

$406.39 CAD

In an increasingly data-centric world, scholars and practitioners grapple with the complexities of harnessing data analytics effectively across various industries. The challenge lies in navigating the rapid evolution of methodologies, identifying emerging trends, and understanding the nuanced applications of data analytics in real-world scenarios. This gap between theory and practice inhibits
... Read more
Applying Data Science and Learning Analytics Throughout a Learner’s Lifespan

Edited by Goran Trajkovski, Marylee Demeter, Heather Hayes ...

Research in the domains of learning analytics and educational data mining has prototyped an approach where methodologies from data science and machine learning are used to gain insights into the learning process by using large amounts of data. As many training and academic institutions are maturing in their data-driven decision making, useful, scalable, and interesting trends are emerging. ... Read more

$227.99 CAD

Research in the domains of learning analytics and educational data mining has prototyped an approach where methodologies from data science and machine learning are used to gain insights into the learning process by using large amounts of data. As many training and academic institutions are maturing in their data-driven decision making, useful, scalable, and interesting trends are emerging.
... Read more
Big Data: Concepts, Methodologies, Tools, and Applications

Edited by Information Resources Management Association ...

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and analysts alike as traditional data processing ... Read more

$2,535.19 CAD

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and analysts alike as traditional data processing
... Read more
Data Envelopment Analysis and Effective Performance Assessment

Edited by Farhad Hossein Zadeh Lotfi, Seyed Esmaeil Najafi, Hamed Nozari ...

For any organization, analysis of performance and effectiveness through available data allows for informed decision making. Data envelopment analysis, or DEA, is a popular, effective method that can be used to measure productive efficiency in operations management assessment. Data Envelopment Analysis and Effective Performance Assessment addresses the myriad of practical uses and innovative ... Read more

$167.19 CAD

For any organization, analysis of performance and effectiveness through available data allows for informed decision making. Data envelopment analysis, or DEA, is a popular, effective method that can be used to measure productive efficiency in operations management assessment. Data Envelopment Analysis and Effective Performance Assessment addresses the myriad of practical uses and innovative
... Read more
Revolutionizing Consumer Experience With Digital Twins and the Metaverse

Edited by Brij B. Gupta, Yuk Ming Tang ...

Using digital twins and the metaverse to improve consumer experiences shifts how people engage with products and brands. By combining real-world data with virtual environments, organizations can create personalized experiences that evolve in real time. Digital twins enable businesses to optimize every aspect of the customer journey, while the metaverse provides an interactive space where those ... Read more

$227.99 CAD

Using digital twins and the metaverse to improve consumer experiences shifts how people engage with products and brands. By combining real-world data with virtual environments, organizations can create personalized experiences that evolve in real time. Digital twins enable businesses to optimize every aspect of the customer journey, while the metaverse provides an interactive space where those
... Read more
Digital Synthetic Data and Outputs

Edited by Shalin Hai-Jew ...

Digital synthetic data and outputs represent an evolving landscape in data science and artificial intelligence (AI), offering alternatives to traditional data collection methods. Synthetic data refers to information that is artificially generated rather than obtained by direct measurement or real-world observation, often using advanced algorithms, simulations, or generative AI models. This ... Read more

$289.59 CAD

Digital synthetic data and outputs represent an evolving landscape in data science and artificial intelligence (AI), offering alternatives to traditional data collection methods. Synthetic data refers to information that is artificially generated rather than obtained by direct measurement or real-world observation, often using advanced algorithms, simulations, or generative AI models. This
... Read more
Data-Driven Governance Through AI, Digital Marketing, and the Privacy Interplay

Edited by José Ramón Saura ...

The integration of artificial intelligence (AI) and digital marketing in governance has the potential to transform how governments engage with citizens, enhance transparency, and improve decision-making processes. However, these advancements also raise critical questions about privacy, ethics, and the safeguarding of individual freedoms in a data-driven world. Striking a balance between leveraging ... Read more

$267.19 CAD

The integration of artificial intelligence (AI) and digital marketing in governance has the potential to transform how governments engage with citizens, enhance transparency, and improve decision-making processes. However, these advancements also raise critical questions about privacy, ethics, and the safeguarding of individual freedoms in a data-driven world. Striking a balance between leveraging
... Read more
Analyzing Data Through Probabilistic Modeling in Statistics

Edited by Dariusz Jacek Jakóbczak ...

Probabilistic modeling represents a subject arising in many branches of mathematics, economics, and computer science. Such modeling connects pure mathematics with applied sciences. Similarly, data analyzing and statistics are situated on the border between pure mathematics and applied sciences. Therefore, when probabilistic modeling meets statistics, it is a very interesting occasion that has ... Read more

$267.19 CAD

Probabilistic modeling represents a subject arising in many branches of mathematics, economics, and computer science. Such modeling connects pure mathematics with applied sciences. Similarly, data analyzing and statistics are situated on the border between pure mathematics and applied sciences. Therefore, when probabilistic modeling meets statistics, it is a very interesting occasion that has
... Read more
Java: Data Science Made Easy

by Richard M. Reese, Jennifer L. Reese, Alexey Grigorev ...

Data collection, processing, analysis, and moreAbout This BookYour entry ticket to the world of data science with the stability and power of JavaExplore, analyse, and visualize your data effectively using easy-to-follow examplesA highly practical course covering a broad set of topics - from the basics of Machine Learning to Deep Learning and Big Data frameworks.Who This Book Is ForThis course is ... Read more

$74.99 CAD or Free with Kobo Plus

Data collection, processing, analysis, and moreAbout This BookYour entry ticket to the world of data science with the stability and power of JavaExplore, analyse, and visualize your data effectively using easy-to-follow examplesA highly practical course covering a broad set of topics - from the basics of Machine Learning to Deep Learning and Big Data frameworks.Who This Book Is ForThis course is
... Read more

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