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.