Introduction to machine learning

CSI4106 Introduction to Artificial Intelligence

Prepare

• CSI4106 Jupyter Notebooks and Google Colab Tutorial

Participate

• slides (PDF, Jupyter Notebook)

Practice

For those who are not yet familiar with numpy and pandas, it is recommended to explore these tutorials over the coming weeks at your own pace. Aurélien Géron’s notebooks offer insights into essential machine learning concepts.

• numpy – a fundamental library centred on N-dimensional array objects.
• pandas – powerful data-analysis tools centred on the DataFrame.
• visualization – demonstrates how to use matplotlib to produce effective graphs.