Machine learning model validation

Led by expert speaker Agus Sudjianto and special guest speakers; participants will receive hands-on learning experiences using the free; online tool PiML. Participants will explore how to manage problems associated with over-parameterised and under-specified problems that commonly occur in machine learning models. Sessions will focus on model weakness; reliability and robustness; and will highlight how to use PiML to solidify concepts relating to explainability and causality. Case studies and interaction with experts will develop participants’ knowledge about machine learning model validation.