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Cursus: NWI-IBC044
NWI-IBC044
Mathematics for Data Science
Cursus informatieRooster
CursusNWI-IBC044
Studiepunten (ECTS)3
Categorie-
VoertaalEngels
Aangeboden doorRadboud Universiteit; Faculteit der Natuurwetenschappen, Wiskunde en Informatica; Informatica en Informatiekunde;
Docenten
Coördinator
dr. S.L. Frank
Overige cursussen docent
Docent
dr. S.L. Frank
Overige cursussen docent
Contactpersoon van de cursus
dr. S.L. Frank
Overige cursussen docent
Examinator
dr. S.L. Frank
Overige cursussen docent
Collegejaar2022
Periode
KW1  (05-09-2022 t/m 06-11-2022)
Aanvangsblok
KW1
Onderwijsvorm
voltijd
OpmerkingThis is a course for the Interfacultary minor Data Science.
Inschrijven via OSIRISJa
Inschrijven voor bijvakkersJa
VoorinschrijvingNee
WachtlijstNee
Plaatsingsprocedure-
Cursusdoelen
This course teaches the basics of the most important mathematics for data science applications. You will learn:
- what vectors and matrices are, and how they can be added and multiplied
- how to compute the determinant, inverse, eigenvalues, and eigenvectors of a matrix (and what all of these things are)
- how Principal Component Analysis works
- the basics of set theory and propositional logic
- how to compute and interpret probabilities
- what probability distributions and Markov Chains are, and what they are used for
 
Inhoud
- Vectors and matrices
- Matrix (de)composition
- Basic set theory
- Propositional logic
- Probability
- Probability distributions
- Markov Chains
Niveau
We start with a refresher of high-school level mathematics. This course is specifically intended for students who do not have any other mathematics courses in their bachelor programme
Voorkennis
A vague memory of high-school mathematics should be sufficient
Toetsinformatie

Bijzonderheden
This course is only for students of the interfacultary minor Data Science, who do not have any other mathematics courses in their bachelor programme
Verplicht materiaal
Boek
ISBN:9781848002890
Titel:Bridging the Gap to University Mathematics
Auteur:Martin Gould & Edward Hurst
Uitgever:Springer
Werkvormen
Cursus
AanwezigheidsplichtJa

Toetsen
Tentamen
Weging1
ToetsvormTentamen
GelegenhedenBlok KW1, Blok KW2

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