Production Tools Overview
Mariya shares insights on using platform-level tools like Airflow for pipelining, Selden for deployment, and Grafana for monitoring. She highlights the integration with the platform for efficient data processing, model retraining, and deployment, emphasizing the importance of checks and validations in the production workflow.In this clip
From this podcast
MLOps.community
MLOps Meetup #26 // How to Leverage ML Tooling Ecosystem // Mariya Davydova - Head of Product at Neu.ro
Related Questions
What are the ways to deploy AI models as discussed in the episode MLOps Coffee Sessions #11: Analyzing “Continuous Delivery and Automation Pipelines in ML" // Part 3 and the clip Manual ML Processes?
How do you leverage different models in machine learning as discussed in the episode MLOps Coffee Sessions #13 How to Choose the Right Machine Learning Tool: A Conversation // Jose Navarro and Mariya Davydova and the clip Tooling in MLOps?
What is the pipeline for creating a SaaS product?