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Podcast: DataTalks.Club
Episode: From MLOps to DataOps - Santona Tuli
Description: We talked about:
Santona's background
Focusing on data workflows
Upsolver vs DBT
ML pipelines vs Data pipelines
MLOps vs DataOps
Tools used for data pipelines and ML pipelines
The “modern data stack” and today's data ecosystem
Staging the data and the concept of a “lakehouse”
Transforming the data after staging
What happens after the modeling phase
Human-centric vs Machine-centric pipeline
Applying skills learned in academia to ML engineering
Crafting user personas based on real stories
A framework of curiosity
Santona's book and resource recommendations
Links:
LinkedIn: https://www.linkedin.com/in/santona-tuli/
Upsolver website...