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Titlebook: Data Science; An Introduction to S Matthias Plaue Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exclusive license to

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樓主
發(fā)表于 2025-3-21 16:56:45 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Data Science
副標(biāo)題An Introduction to S
編輯Matthias Plaue
視頻videohttp://file.papertrans.cn/264/263046/263046.mp4
概述Offers a gentle introduction into data science.Contains numerous examples and applications.Provides an overview of basic mathematical concepts and algorithms of data science
圖書封面Titlebook: Data Science; An Introduction to S Matthias Plaue Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exclusive license to
描述.This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of data science. It covers essential parts of data organization, descriptive and inferential statistics, probability theory, and machine learning. These topics are presented in a clear and mathematical sound way to help readers gain a deep and fundamental understanding. Numerous application examples based on real data are included. The book is well-suited for lecturers and students at technical universities, and offers a good introduction and overview for people who are new to the subject. Basic mathematical knowledge of calculus and linear algebra is required..
出版日期Textbook 2023
關(guān)鍵詞machine learning; deep learning; artificial intelligence; statistics; big data
版次1
doihttps://doi.org/10.1007/978-3-662-67882-4
isbn_softcover978-3-662-67881-7
isbn_ebook978-3-662-67882-4
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer-Verlag GmbH, DE
The information of publication is updating

書目名稱Data Science影響因子(影響力)




書目名稱Data Science影響因子(影響力)學(xué)科排名




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書目名稱Data Science網(wǎng)絡(luò)公開度學(xué)科排名




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書目名稱Data Science被引頻次學(xué)科排名




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發(fā)表于 2025-3-21 23:14:46 | 只看該作者
Multivariate statisticsltivariate methods allow for the joint study of statistical variables and their relationships between each other with the goal of capturing a complete picture of the data. In machine learning, this approach is essential, as predictions are based on a large number of features and their statistical ch
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Textbook 2023ded. The book is well-suited for lecturers and students at technical universities, and offers a good introduction and overview for people who are new to the subject. Basic mathematical knowledge of calculus and linear algebra is required..
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發(fā)表于 2025-3-22 10:22:21 | 只看該作者
ts and algorithms of data science.This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of data science. It covers essential parts of data organization, descriptive and inferential statistics, probability theory, and machine learning.
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Matthias PlaueOffers a gentle introduction into data science.Contains numerous examples and applications.Provides an overview of basic mathematical concepts and algorithms of data science
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https://doi.org/10.1007/978-0-387-75943-2., as it is the result of ., the merging of data from different and diverse .. When planning to build a large and/or heterogeneous database (buzzword: .) while ensuring the quality of the collected data, special challenges arise that we address in this chapter.
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