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Data science in theory and practice : techniques for big data analytics and complex data sets / Maria Cristina Mariani, Osei Kofi Tweneboah, Maria Pia Beccar-Varela

データ種別	電子ブック
出版者	(Hoboken, NJ : John Wiley & Sons, Inc)
出版年	2022
大きさ	1 online resource (xxiv, 370 pages) : illustrations (some color)
著者標目	*Mariani, Maria C. author Tweneboah, Osei Kofi 1988- author Beccar-Varela, Maria Pia author

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0005246	Wiley Online Library: Complete oBooks				9781119674757

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一般注記	Includes bibliographical references and index "This textbook is dedicated to practitioners, graduate, and advanced undergraduate students who have interest in Data Science, Business analytics, and Statistical and Mathematical Modeling in different disciplines such as Finance, Geophysics, and Engineering. This book is designed to serve as a textbook for several courses in the aforementioned areas and a reference guide for practitioners in the industry. The book has a strong theoretical background and several applications to specific practical problems. It contains numerous techniques applicable to modern data science and other disciplines. In today's world, many fields are confronted with increasingly large amounts of complex data. Financial, healthcare, and geophysical data sampled with high frequency is no exception. These staggering amounts of data pose special challenges to the world of finance and other disciplines such as healthcare and geophysics, as traditional models and information technology tools can be poorly suited to grapple with their size and complexity. Probabilistic modeling, mathematical modeling, and statistical data analysis attempt to discover order from apparent disorder; this textbook may serve as a guide to various new systematic approaches on how to implement these quantitative activities with complex data sets."-- Provided by publisher Description based on online resource; title from digital title page (viewed on October 21, 2021) John Wiley and Sons Wiley Online Library: Complete oBooks HTTP:URL=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119674757
件　名	LCSH:Big data LCSH:Data mining MESH:Data Mining CSHF:Donn�ees volumineuses CSHF:Exploration de donn�ees (Informatique) FREE:Big data FREE:Data mining
分　類	LCC:QA76.9.B45 DC23:005.7
書誌ID	EB00004535
ISBN	9781119674757