Database Management 1

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning ーalso known as data mining or data analyticsー is a fundamental part of data science. It is used by organizations in a wide variety of arena……続きを見る

Data Analytics in Football provides students, researchers, and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, e……続きを見る

With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data's quality. Delta Lake……続きを見る

Quickly detect, troubleshoot, and prevent a wide range of data issues through data observability, a set of best practices that enables data teams to gain greater visibility of data and its usage. If……続きを見る

This highly regarded textbook provides the definitive account of Customer Relationship Management (CRM) concepts, applications, and technologies, focusing on how companies can create and maintain mu……続きを見る

Unleash Julia’s power: Code Your Data Stories, Shape Machine Intelligence! Book DescriptionThis book takes you through a step-by-step learning journey, starting with the essentials of Julia's syntax……続きを見る

This open access book presents a rich set of innovative solutions for artificial intelligence (AI) in manufacturing. The various chapters of the book provide a broad coverage of AI systems for state……続きを見る

The world's businesses ingest a combined 2.5 quintillion bytes of data every day. But how much of this vast amount of data--used to build products, power AI systems, and drive business decisions--is……続きを見る

This open access book includes methods for retrieval, semantic representation, and analysis of Volunteered Geographic Information (VGI), geovisualization and user interactions related to VGI, and di……続きを見る

This is an open access book. Big data is a large-scale and complex data set based on modern information technology. It has the characteristics of scale and diversity, and its information processing ……続きを見る

"Turn yourself into a Data Head. You'll become a more valuable employee and make your organization more successful." Thomas H. Davenport, Research Fellow, Author of Competing on Analytics, Big Data ……続きを見る

This book guides its audienceーwhich can range from novice users to expertsー though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of mo……続きを見る

This is an open access book. With the continuous upgrading of network information technology, especially the combination of Internet - cloud computing - blockchain - Internet of things and other inf……続きを見る

Every company today relies on data, yet many leadership teams struggle to fully leverage data as an asset while avoiding ethics scandals that erode consumer trust. This indispensable guide provides ……続きを見る

This is an open access book. With the rapid development of modern economy and Internet technology, the traditional financial industry has to develop Internet finance to provide better services and m……続きを見る

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. With ……続きを見る

The definitive, easy-to-follow guide to writing Python code with spatial data in ArcGIS Pro, whether you’re new to programming or not. Python Scripting for ArcGIS Pro starts with the fundamentals of……続きを見る

This open access book presents the proceedings of the 10th Machine Intelligence and Digital Interaction Conference. Artificial intelligence (AI) is rapidly affecting more aspects of our lives as a r……続きを見る

When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to unde……続きを見る

Objective Information Theory (OIT) is proposed to represent and compute the information in a large-scale complex information system with big data in this monograph. To formally analyze, design, deve……続きを見る

This open access book constitutes revised selected papers from the International Workshops held at the 4th International Conference on Process Mining, ICPM 2022, which took place in Bozen-Bolzano, I……続きを見る

This open access book discusses the theory and methods of hypergraph computation. Many underlying relationships among data can be represented using graphs, for example in the areas including compute……続きを見る

Are you new to Excel and looking for an easy-to-follow, step-by-step guide? Look no further! In today's fast-paced digital world, knowing how to use Excel, even at a basic level, is crucial for succ……続きを見る

This is an open access book. The focus of the conference is to provide a unique platform for exchange of ideas and synergy among researchers, academicians and industrial experts across the globe bel……続きを見る

Dieses Open Access Buch befasst sich mit praktischen Fragestellungen datenreicher internationaler Verbund-Forschung. Die datenreiche Medizin spielt in Diagnostik und Therapie eine immer größere Roll……続きを見る

This is an open access book. As a leading role in the global megatrend of scientific innovation, China has been creating a more and more open environment for scientific innovation, increasing the de……続きを見る

This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational Social Science (CSS) for policy support. Up to no……続きを見る

Educational Data Analytics (EDA) have been attributed with significant benefits for enhancing on-demand personalized educational support of individual learners as well as reflective course (re)desig……続きを見る

This open access book surveys the progress in addressing selected challenges related to the growth of big data in combination with increasingly complicated hardware. It emerged from a research progr……続きを見る

This open access book provides the first systematic overview of existing challenges and opportunities for responsible data linkage, and a cutting-edge assessment of which steps need to be taken to e……続きを見る