đ New Blog Alert: Observations on MLOps â A Fragmented Mosaic of Mismatched Expectations đ
Diving deep into the heart of MLOps, my latest blog explores the real-world challenges and fragmented beauty within AI/ML production environments. From the perspectives gained through extensive conversations with production teams to the candid exploration of tooling landscapes and the elusive quest for end-to-end solutions, this piece offers a unique lens on the state of practice in MLOps. And really is an skilled outsider (an academic) looking into this vast expanse to learn.
Discover insights on the intricate dance between data science and IT expertise, the mosaic of MLOps tools, and the quest for flexibility in the fast-evolving AI/ML field. Hopefully, it will be helpful to those navigating the complexities of AI/ML production. Join the discussion and share your thoughts!
đ Read the blog: https://medium.com/@jasoncorso/observations-on-mlops-a-fragmented-mosaic-of-mismatched-expectations-3488685ec0b6
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