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Cooking up a ML Platform: Growing pains and lessons learned

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Cooking up a ML Platform: Growing pains and lessons learned
PyCon DE & PyData Berlin 2023

What is a ML platform and do you even need one? When should you consider investing in your own ML platform? What challenges can you expect building and maintaining one? Tune in and discover (some) answers to these questions and more! I will share a first-hand account of our ongoing journey towards becoming a ML platform team within Delivery Hero's Logistics department, including how we got here, how we structure our work, and what challenges and tools we are focussing on next.

What is an ML platform and do you even need one? When should you consider investing in your own ML platform? What challenges can you expect building and maintaining one? Tune in and discover (some) answers to these questions and more! I will share a first-hand account of our ongoing journey towards becoming an ML platform team within Delivery Hero's Logistics department, including how we got here, how we structure our work, and what challenges and tools we are focusing on next.

Speakers: Cole Bailey