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Ebook "Machine learning for data mining: Improve your data mining capabilities with advanced predictive modeling" will teach you how to implement ML algorithms and techniques in your data mining work. It will enable you to pair the best algorithms with the right tools and processes. You will learn how to identify patterns and make predictions with minimal human intervention. You will build different types of ML models, such as the neural...
247 p apd 24/11/2023 11 0
Từ khóa: Machine learning for data mining, Machine learning, Data mining, Advanced predictive modeling, Machine learning predictive models, Improving individual models, Neural network model, Multi-layer perceptron, The linear regression model
Ebook Process mining: Data science in action (Second edition)
Ebook "Process mining: Data science in action" is seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time...
477 p apd 24/11/2023 13 0
Từ khóa: Process mining, Data science in action, Business information systems, Business intelligence, Business process management, Workflow management, Positioning process mining, Data mining techniques
Ebook Data mining: Concepts and techniques - Jiawei Han, Micheline Kamber, Jian Pei
Ebook "Data mining: Concepts and techniques" provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets.
740 p apd 24/11/2023 10 0
Từ khóa: Data mining, Data warehouses, Machine learning, Database systems, Business intelligence, Web search engines, Data visualization
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