From Ideation To Production: Machine Learning in Real World

From Ideation to Production: Applying Machine Learning in the Real World

Presented By Ilan Man
Ilan Man
Ilan Man
Head of Data, Paperless Post

Ilan is the head of Data, leading the Analytics, Data Science and Data Engineering efforts at Paperless Post. A statistician by training, Ilan enjoys applying technical models to solve real-world problems. When he has time, he tries to simplify complex topics in easy-to-understand ways on his blog www.ilanman.io. He lives in Prospect Heights with his wife and 16-month old.

Presentation Description

Applying Data Science or Machine Learning in the real world requires a delicate balance between scientific rigor and practical business deliverables. In this talk, I'll share some learnings from productionalizing a number of ML models at Paperless Post. We'll cover 3 broad and overlapping themes: think outside the textbook, remember your constraints and listen to your surroundings

Presentation Curriculum

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