Syllabus:

Tools for Data Science, 7.5 credits

Swedish name: Verktyg för data science

This syllabus is valid: 2027-01-18 and until further notice

Course code: 2ST201

Credit points: 7.5

Education level: First cycle

Main Field of Study and progress level: Statistics: First cycle, has less than 60 credits in first-cycle course/s as entry requirements

Grading scale: Three-grade scale

Responsible department: Department of Statistics

Established by: Rektor för Handelshögskolan, 2026-06-24,

Literature

Valid from: 2027-01-18

Mandatory literature

Modern statistics with R : from wrangling and exploring data to inference and predictive modelling
Thulin Måns
Second edition : Boca Raton, FL : CRC Press : 2025 : xviii, 474 pages :
LIBRIS ID: n7n8x3kzlvt84wwk
ISBN: 9781032512440
Mandatory
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R for data science : import, tidy, transform, visualize, and model data
Wickham Hadley, Çetinkaya-Rundel Mine, Grolemund Garrett
Second edition. : Beijing : O'Reilly : 2023 : xxiii, 548 pages :
LIBRIS ID: q75stwb9nk2kq6kn
ISBN: 9781492097402
Mandatory
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Veridical data science : the practice of responsible data analysis and decision making
Yu Bin, Barter Rebecca L.
Cambridge, Massachusetts : The MIT Press : [2024] : xxviii, 494 sidor :
LIBRIS ID: bxvnv7vh8ntvm966
ISBN: 9780262049191
Mandatory
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