Shuai Huang, Houtao Deng

Data Analytics (eBook, PDF)

A Small Data Approach

• Format: PDF

Produktbeschreibung

Highlights a combination of two aspects: technical concreteness and holistic thinking. Authors discuss what principles are used to invent these techniques, what assumptions are made, how mathematics is used to articulate these assumptions, and how these formulations generalize a range of real-world applications into generic and abstract forms.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 273
• Erscheinungstermin: 15. April 2021
• Englisch
• ISBN-13: 9781000372458
• Artikelnr.: 61326137

Autorenporträt

Shuai Huang is an associate professor at the department of industrial & systems engineering at the university of Washington. He conducts interdisciplinary research in machine learning, data analytics, and applied operations research with applications on healthcare, manufacturing, and transportation areas.

Houtao Deng is a data science researcher and practitioner. He developed several new decision tree methods such as inTrees. He has built data-driven products for forecasting, scheduling, pricing, recommendation, fraud detection, and image recognition.