Using Interconnected ML Models to Tackle Retail Challenges

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Presented by Kshetrajna Raghavan, Staff Data Scientist at Shopify

Running a retail business is hard. At Shopify, we have millions of merchants of varying sizes that face many challenges, including:

- Selling across multiple online channels and managing product metadata, like categories, which is vital for search relevancy and discoverability

-Scaling a business while dealing with an ever-changing online ad space with new regulations

In this talk, Kshetrajna Raghavan will present a holistic view of how Shopify uses interconnected ML systems to solve retail obstacles for Shopify merchants, all while giving these entrepreneurs of all sizes a competitive advantage. Kshetrajna will talk about the tools and platforms Shopify built to support these models, how they evolve continuously, and how they can be applied.
  1. Data Science Salon
  2. machine learning
  3. data science
  4. data engineering
  5. machine learning in business
  6. machine learning in ecommerce
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Excellent! Well presented. Thanks for sharing.

chrisogonas