How Shopify Applies ML for Anomaly Detection and Forecasting At Scale, with Dr. Ella Hilal, Head of Data Science at Shopify
Featured Guest Speaker: Ella Hilal, Head of Data Science, Engineering, Revenue and Growth at Shopify
At Shopify, we have over 1.7 million merchants across over 175 countries, with hundreds of millions of consumers shopping at their stores. We’re focused on leveraging the scale of our data to not only empower Shopify, but to create new experiences for our merchants that are impossible without data. In our daily operations at Shopify, we are highly data informed. Some of the ways we’re leveraging advanced analytics is by building an anomaly detection engine that allows us to process over hundreds of thousands of metric/segment combinations in a very accessible way. In her talk, Dr. Hilal will share key tips on how you can apply machine learning for anomaly detection and forecasting at scale.
About Data for AI:
The Data for AI Community is geared toward innovative companies pushing the boundaries of what’s possible with Artificial Intelligence and cognitive technologies. This community is focused on the data side of AI including: Data Engineering, Data Preparation, Data Labeling & Annotation, Sourcing and Generating Data, and All Other Topics Data-Related for AI. Join us at this monthly event for high-quality content with compelling & informative speakers and opportunities to network and connect with fellow like-minded individuals.
- 11:30-12:30pm: Featured Presentation
- 12:30-13:00pm: Your Q&A and interaction
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