Master of Data Science at the University of British Columbia

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1.1k repositories

UBC-MDS.github.io
Public
UBC MDS blog and academic site
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•17k•16•19•3•Updated Aug 15, 2025Aug 15, 2025
public
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Public documents for the Master of Data Science program at the University of British Columbia
education machine-learning teaching teaching-materials algorithms-and-data-structures
73•226•0•0•Updated Aug 13, 2025Aug 13, 2025
DSCI_553_stat-inf-2
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course module
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•2•1•0•0•Updated Aug 13, 2025Aug 13, 2025
DSCI_562_regr-2
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Public resources for DSCI 562: Regression II
course module
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•15•1•0•0•Updated Aug 13, 2025Aug 13, 2025
DSCI_551_stat-prob-dsci
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course module
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•8•5•0•0•Updated Aug 13, 2025Aug 13, 2025
DSCI_554_exper-causal-inf
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course module
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•2•0•0•0•Updated Aug 9, 2025Aug 9, 2025
exploratory-data-viz
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https://ubc-mds.github.io/exploratory-data-viz/
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•7•6•21•0•Updated Aug 7, 2025Aug 7, 2025
dv-students
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Jupyter Notebook
•2•0•0•0•Updated Aug 2, 2025Aug 2, 2025
introduction-machine-learning
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•6•4•5•0•Updated Jul 28, 2025Jul 28, 2025
programming-in-python-for-data-science
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Old site: https://prog-learn.mds.ubc.ca/
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•24•26•9•0•Updated Jul 28, 2025Jul 28, 2025
ds-toolbox
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Old site: https://toolbox-learn.mds.ubc.ca/
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•6•3•8•0•Updated Jul 28, 2025Jul 28, 2025
prog-python-ds-students
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Second Students repo for Programming in Python for Data Science from the Key Capabilities in Data Science program
Jupyter Notebook
•3•0•0•0•Updated Jul 25, 2025Jul 25, 2025
DSCI_575_adv-mach-learn
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DSCI 575 Advanced machine learning
course module
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•2•6•0•0•Updated Jul 23, 2025Jul 23, 2025
DSCI_563_unsup-learn
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DSCI 563
course module
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•2•2•0•0•Updated Jul 23, 2025Jul 23, 2025
linreg_ally
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Python package designed to help users determine if Ordinary Least Squares (“OLS”) regression is an appropriate model for their data.
Python
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MIT License
•0•0•0•0•Updated Jul 21, 2025Jul 21, 2025
Capstone_SatCast_Trilemma
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MIT License
•1•0•1•0•Updated Jun 25, 2025Jun 25, 2025
heymate-report
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TeX
•2•0•0•0•Updated Jun 24, 2025Jun 24, 2025
intro-ml-students
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Second Students repo for Introduction to Machine Learning from the Key Capabilities in Data Science program
Jupyter Notebook
•2•2•6•0•Updated May 9, 2025May 9, 2025
prairielearn-migration-autotest
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These scripts are utilized by the Master of Data Science program at the University of British Columbia to prepare questions and courses for PrairieLearn
Python
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MIT License
•0•0•10•0•Updated May 1, 2025May 1, 2025
DSCI-591_SatCast_Trilemma
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Jupyter Notebook
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MIT License
•0•0•0•2•Updated Apr 29, 2025Apr 29, 2025
DSCI_571_sup-learn-1
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DSCI 571 Supervised Learning I
course module
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•11•6•0•0•Updated Apr 21, 2025Apr 21, 2025
541-lab4-AKZ
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•0•0•0•0•Updated Apr 18, 2025Apr 18, 2025
541-lab3-AEKZ
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Jupyter Notebook
•0•1•0•0•Updated Apr 13, 2025Apr 13, 2025
prairielearn-dockers
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PLpgSQL
•2•0•4•1•Updated Apr 5, 2025Apr 5, 2025
541-lab-2
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Jupyter Notebook
•0•0•0•0•Updated Apr 4, 2025Apr 4, 2025
541-lab-1
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Jupyter Notebook
•0•0•0•0•Updated Mar 29, 2025Mar 29, 2025
DSCI-532_2025_30_road-accident-dashboard
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Canadian Road Accident Dashboard
dash interactive-visualizations altair responsive-web-design user-filtering
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•0•4•0•0•Updated Mar 27, 2025Mar 27, 2025
532-dashboard-showcase
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To make it easier for students to check out their peer's dashing Dash dashboards from 532.
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MIT License
•2•3•0•1•Updated Mar 24, 2025Mar 24, 2025
DSCI-532_2025_3_QuantaTrack
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DSCI 532 Group 3 Project: QuantaTrack offers a dynamic, real-time dashboard for tracking the NASDAQ100, helping investors make data-driven decisions with ease.
dashboard plotly button dropdown stock dash nasdaq100
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•1•0•2•0•Updated Mar 24, 2025Mar 24, 2025
MDS532_Financial_Terminal
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stock financial-analysis yield-curve treasury streamlit
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GNU Affero General Public License v3.0
•0•0•0•0•Updated Mar 24, 2025Mar 24, 2025