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Carte Data Science Matthias Plaue

Data Science

An Introduction to Statistics and Machine Learning

Autor: Matthias Plaue
Limbă: engleză
Legare: Carte broșată
Editura: Springer, Berlin
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
326.25 lei
This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithm...

Informații despre carte

Autor
Matthias Plaue
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2023
Pagini
388
EAN
9783662678817
Enbook ID
43756785
Editura
Springer, Berlin
Greutate
582
Dimensiuni
155 x 235

Descriere completă

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.

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