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SUSS Fundamentals of Data Analytics
R basics, data manipulation with dplyr, tidyr, data visualization
NUS Probability and Statistics
Statistical inference, hypothesis testing, regression in R
NTU Biostatistics
Survival analysis, clinical trial design, R/Bioconductor
NUS Decision Making Methods
Statistical modeling, ANOVA, chi-square tests in R
SUSS Applied Statistical Methods
Advanced regression, time series, multivariate analysis in R
SIM Statistics Modules
Descriptive/inferential statistics, R markdown reports
Statistical Analysis
Data Visualization (ggplot2)
Regression & Modeling
Hypothesis Testing
Time Series Analysis
Machine Learning in R
Bioinformatics
R Markdown Reports
Shiny Dashboards
Tidyverse Data Wrangling
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