INF2179H 0.5 Credits

Machine Learning with Applications in Python

Course Description

Machine learning has recently become the dominant field in AI research and constitutes the main part of the tools applied in industry-based AI positions. Business analysts, data scientists and AI engineers are required to know machine learning at different levels. The course will give a broad high-level overview of state-of-the-art machine learning methodologies. We shall focus on the application of these techniques to real-world data using the most advanced tools available for Python. The techniques will include: linear regression, basic techniques for classification, advanced regression and classification
methods, and unsupervised learning.

This course can be used to fulfil the “Technical” Professional Requirement.

Pre-requisite: INF1340H Programming for Data Science

Current Timetable