Monash University

MSc(DataSci)
Foundations of Data Science

Semester 1, 2025

Workshop slides

Wk Date Topic Links
2 10 Mar - 14 Mar Setting up R and RStudio Melbourne Ped Data (CSV)
Solutions
3 17 Mar - 21 Mar Data business models & visualisation CricketData.csv
Solutions
4 24 Mar - 28 Mar Data Streaming and UNIX Shell Files and scripts
Challenge Solutions
5 31 Mar - 4 Apr Textual, Time series and Missing data Melbourne_housing_FULL.csv
AI_Human.csv
Solutions
6 7 Apr - 11 Apr Exploratory Data Analysis
7 14 Apr - 18 Apr Assignment 1 Feedback
21 Apr - 25 Apr Semester Break
8 28 Apr - 2 May Regression Modelling Slides
pisa_au.Rda
9 5 May - 9 May Clustering & Model Evaluation
10 12 May - 16 May Data Governance & Responsibility
11 19 May - 23 May Data Science beyond Data Science Current
12 26 May - 30 May Presentation