Exploratory Data Analysis

You will gain a sound understanding of Python and R programming, descriptive statistics, data management and data visualisation.

Statistical Inference

Statistical inference is the process of drawing inferences or conclusions from data using statistical techniques.

Fundamentals of Predictive Modelling

This module introduces predictive modelling and provides a foundation for more advanced methods and machine learning.

Advanced Predictive Modelling

In this module, you are introduced to model development for categorical dependent variables.

Time Series Analysis

In this module, time series forecasting methods are introduced and explored.

Unsupervised Multivariate Methods

You'll learn data reduction methods including PCA, FA, and MDS in data science.