AWS Artificial Intelligence and Machine Learning Week: Monitoring and Modifying ML Models when Major Events Occur

Identify the best artificial intelligence (AI) use case to help solve complex challenges in 2020. Whether you are in a government, nonprofit, university, or hospital setting, this webinar series is designed to help educate those new to AI, spark new ideas for business stakeholders, and deep dive technical execution for developers.

Monitoring and modifying ML models when major events occur

Friday, September 18, 2020 | 40 mins

1:00 PM EDT / 7:00 PM BST

Machine learning models are built and optimized based on a data set at a given point in time. If the underlying data behind the ML model changes quickly or dramatically, the model may have difficulty automatically adjusting and its accuracy could be impacted. This session provides best practices for monitoring, alerting, and retraining your ML models should a major event impact the data. We recommend this session to developers proficient in building, deploying, and monitoring machine learning models.