IN REPLAY - Reach greater impact for your projects: Using MLOps to implement robust ML systems

Workshop AI Strategy AI Technology BIG DATA BUSINESS INTELLIGENCE CLOUD COMPUTING CLOUD/DATA INTEGRATION DATA STRATEGY ETHIC EXPERIMENT TRACKING EXPLAINABLE FAIR DATA MODEL DRIFT MODEL MONITORING MODEL PERFORMANCE MANAGEMENT MODEL VALIDATION MODELOPS OPEN SOURCE REALTIME

2023-02-10 | 04:00 PM - 04:30 PM | Workshop 1

Information

As AI adoption grows, people focus more and more on a set of machine learning practices to control production quality. We help you define the different MLOps practices and their unique challenges. We deep-dive into the different components your machine learning systems should have to ensure that you can quickly, confidently, and repeatedly release your models into production. Finally, Devoteam G Cloud will show you a concrete architecture example of how MLOps is done with the help of Google Cloud.