AutoML

Delivered by

Macquarie University School of Computing in partnership with Fujitsu Limited.

Description

This microcridential is delivered online in collarboration with Fujitsu Limited. In this microcredential, particiants will learn what is AutoML, its key techniques, and practice with cutting-edge Fujitsu AutoML platform solving real-world problems.

Learning Outcomes

• Understand the AutoML and solve machine learning tasks using Fujitsu AutoML platform.

• Demonstrate a comprehensive understanding of data preprocessing techniques and apply them effectively.

• Apply advanced feature engineering and model selection techniques to optimize predictive performance.

• Understand and implement hyperparameter optimization strategies and model training processes.

• Deploy machine learning models and monitor their performance in real-world environments.

Delivery Details

This microcredential is delivered online using recorded videos and online consultation

Volume of Learning

30 hours (26 hours learning and 4 hours assessment tasks)

Activities

Lecture, Tutorial, Within-video Quiz, Forum Practical Report

Assessments

Quiz

Credit points

2 credit points