A Mathematical Introduction to Data Science

Name: A Mathematical Introduction to Data Science
Brand: Yi Sun
SKU: 9789819656394
Price: 58.84 EUR
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Inhaltsangabe

Chapter 1 Introduction.- Chapter 2 Sets and Functions.- Chapter 3 Liner Algebra.- Chapter 4 Matrix Decomposition.- Chapter 5 Calculus.- Chapter 6 Advanced Calculus.- Chapter 7 Algorithms 1 – Principal Component Analysis.- Chapter 8 Algorithms 2 – Liner Regression.- Chapter 9 Algorithms 3 – Neural Networks.- Chapter 10 Probability.- Chapter 11 Further Probability.- Chapter 12 Elements of Statistics.- Chapter 13 Algorithms 4 – Maximum Likelihood Estimation and its Application to Regression.- Chapter 14 Data Modelling in Practice.

Produktdetails

Erscheinungsdatum: 09.07.2025
Autor/Autorin: Yi Sun,Rod Adams
Reihe: Computer Science (R0)
Format: E-Book
Dateiformat: PDF
Kopierschutz: Wasserzeichen
Dateigröße: 12 MB
Verlag: SPRINGER
Sprache: Englisch
Umfang: 440 Seiten
ISBN: 9789819656394
Lieferung: Sofort per Download
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Kompatibilität: Lesbar auf Geräten und Apps mit PDF-Unterstützung.

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A Mathematical Introduction to Data Science

€58,84

Autor/Autorin

Yi Sun

Yì Sun is a full professor and distinguished Yunshan scholar from Guangdong University of Foreign Studies. He serves the role as editor-in-chief of the Journal of Guangdong University of Foreign Studies. Yì Sun has published over 100 academic papers in SSCI and CSSCI journals, including Brain Sci, Psychology in the Schools, Culture and Brain, Pragmatics and Society, Review of Cognitive Linguistics, Southern African Linguistics and Applied Language Studies, Metaphor and Symbol, Foreign Languages, Modern Foreign Languages, Foreign Language World, Chinese Foreign Languages, Foreign Languages and Their Teaching, Foreign Language Education and Technology, and Foreign Language Teaching Theory and Practice

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