Executive Certificate in Applied Statistics for Precision Medicine
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2026062225
S$5,886
About This Course
At the end of this course, learners will be able to:
1) Explain principles of statistical modelling of data for precision medicine
2) Explain the challenges of analyzing high throughput datasets for precision medicine
3) Design high throughput experiments in precision medicine to minimize confounders and increase statistical power to detect differences
4) Evaluate data quality (batch effects, missing data, noise) and perform preprocessing where appropriate (batch correction, imputation, normalization)
5) Analyze high throughput data to find and evaluate differences in samples using appropriate statistical tools
What You'll Learn
Precision medicine leverages on insights derived from the analysis of high-throughput datasets containing multiple parameters. This module aims to provide foundational knowledge and skills for students to apply appropriate statistical approaches in evaluating and analysing high-throughput datasets in precision medicine. Students will develop the skills in designing experiments based on the statistical principles, evaluating data quality, analysing and in
Entry Requirements
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Course Details
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