Learning Algorithms

CSI4106 Introduction to Artificial Intelligence

Prepare

• CSI4106 Jupyter Notebooks and Google Colab Tutorial

Participate

• slides (PDF)

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 centered around N-dimensional array objects.
• pandas – powerfull data analysis tools, centered around the DataFrame.
• visualization – demonstrates how to use the matplotlib to produce beautiful graphs.