Applying Machine Learning in Production
Sumod Mohan, Founder of AutoInfer, talks on "Applying Machine Learning in Production: Lessons from war stories" in this March 2023 talk. He explains the various AI anti-patterns, and shares his experiences on defining correct models, use of metrics, training and test data sets, and user experience. You can post questions to the speaker at https://has.gy/9nCO 2, and share your war stories on running ML in production at The Fifth Elephant event. Also, join "The Fifth Elephant" Telegram group at https://t.me/fifthel to participate in the community. #artificialintelligence #antipattern #machinelearning #production
00:00 AI Anti-Patterns
07:01 Model Efficiency
15:00 Model Metrics
23:22 Understand the Data
30:04 Strategies for Test Data
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