Statistical Data Analytics: Foundations for Data Mining

Unlock the Power of Data Mining with Statistical Data Analytics Discover the fundamentals of data mining and statistical analysis in this comprehensive guide. Assemble unknown parameters into a parameter vector and explore the world of matrices as rectangular collections of scalars. Dive into the process of discovering hidden patterns, correlations, and anomalies within large datasets using statistical analysis and machine learning. With predictive modeling as a fundamental component, this book equips you with the tools to extract valuable insights from datasets and make informed decisions. This authoritative resource covers the evolution of data mining from its statistical foundations to big data and deep learning technologies. It provides a comprehensive overview of the dynamic evolution of data mining and its critical role in extracting insights from datasets. Whether you're a data scientist, analyst, or researcher, this book will help you navigate the rapidly evolving field of data mining and unlock its full potential. From classification to predictive modeling, this book covers the top techniques and examples in data mining. Learn how to apply machine learning and statistical analysis to real-world problems, and gain a deeper understanding of the underlying principles and concepts. With its clear explanations and practical examples, this book is an essential resource for anyone looking to master the art of data mining and statistical data analytics.

• Product Type: BOOK
• Barcode: 9781119030652

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