- Model Performance Analysis
- Precomputing Predictions
- Fairness Indicators
- Explainable AI
- automl
Machine Learning Modeling Pipelines in Production
Completed by Ricardo Rossiter Barioni
October 3, 2023
23 hours (approximately)
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What you will learn
Apply techniques to manage modeling resources and best serve batch and real-time inference requests.
Use analytics to address model fairness, explainability issues, and mitigate bottlenecks.