inf-428-data-analytics-online

Module 2 Statistics

February 9-22

Schedule

Marks checklist

  1. Discussion (Reproducibility Crisis)
  2. Assignment 2 (Repeat a previous experiment)
sub-module Description
Introduction Why do we use statistics ?
Why do we need statistical tests?
Simple Descriptive Statistics Measures of statistical value
Measured of Variation
Discussion and Reading
Descriptive Statistics in Practice Use Python and KNIME to calculate descriptive statistics
Hypothesis Testing P-Values and T-Tests
Hypothesis Testing In Practice P-Values and T-Tests in KNIME and Python
Distributions and Confidence Intervals Normal Distributions
Confidence Intervals
Assignment Caffeine Metabolism Apply concepts on real data
Repeat another researchers results