Time Series in the Age of AI

Time Series in the Age of AI

IT Masterclass Online Face-to-face workshop
Friday, 17 October 2025
9 am - 3:30 pm (AEDT)
Free

Time series data is everywhere—from stock prices and patient vitals to retail sales and cybersecurity events. This masterclass brings together leading experts to demystify how AI can transform time series data into smarter forecasts, sharper trend detection, and faster decision-making. Learn how to spot events, opportunities, and challenges before they happen.

The masterclass is designed for:

  • Data Scientists & Machine Learning Engineers working with forecasting, anomaly detection, and predictive modeling.
  • Quantitative Analysts in Finance & Banking using time series for trading, risk, and fraud detection.
  • Energy & Utilities Analysts focused on demand forecasting and renewable energy integration.
  • Retail & Supply Chain Data Teams applying forecasting to inventory and logistics optimisation.
  • Healthcare & Epidemiology Researchers modeling patient data and disease trends.
  • Academics & Graduate Researchers in AI, statistics, econometrics, and climate science seeking advanced techniques.

TOPICS COVERED:

TopicPresenter
Time Series Introduction and ClassificationProfessor Geoff Webb
Time Series ForecastingDr Christoph Bergmeir
Time Series Anomaly and Drift DetectionProfessor Albert Bifet
ResearchAlumniFuture studentsIndustry and communityCurrent students

Presenters

Professor Geoff Webb

Australian Laureate Fellow and Professor

Dr Christoph Bergmeir

María Zambrano (Senior) Fellow, University of Granada, Spain

Professor Albert Bifet

Professor, University of Waikato, New Zealand

Event contact

Monash AI Institute

E: ai-institute@monash.edu

Location

Online and Monash Conference Centre
Level 7, 30 Collins Street,
Melbourne VIC 3000 Australia

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