How Shopify Applies ML for Anomaly Detection and Forecasting At Scale, with Dr. Ella Hilal, Head of Data Science at Shopify
On Demand
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.
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Agenda:
- 11:30-12:30pm: Featured Presentation
- 12:30-13:00pm: Your Q&A and interaction
Featured Presenters
Supported By
ATARC
The Advanced Technology Academic Research Center (ATARC) is a 501(c)(3) non-profit organization that provides a collaborative forum for government, academia and industry to resolve emerging
Comet
Comet provides a self-hosted and cloud-based MLOps solution that enables data scientists and teams to track, compare, explain and optimize experiments and models.
DataRobot
DataRobot is the leader in enterprise AI, delivering trusted AI technology and ROI enablement services to global enterprises. DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models.
Guidehouse
Guidehouse is a client-centered, mission-driven organization focused on solving today’s most complex issues facing our clients and our world through collaborative solution design, bold strategy, and innovation that advances conventional thinking.
HEAVY.AI
HEAVY.AI provides advanced analytics that empower businesses and the government to visualize high-value opportunities and risks hidden in their big location and time data, supporting time-sensitive, high-impact decisions.
Kili Technology
The leading Data-Centric AI platform to iterate and ship your projects to production faster.
Shaip
Shaip is a fully managed data platform (with a human-in-the-loop) designed for companies looking to solve the most demanding AI challenges to achieve smarter, faster and better results.
Superb AI
Superb AI is an end-to-end training data platform that automates data preparation at scale and makes building and iterating on datasets quick, systematic, and repeatable.
Unite.AI
Unite.ai was designed to offer detailed analysis and news on the latest advancements in machine learning and AI technology.
Validity
Validity is the most trusted name in customer data quality. Tens of thousands of organizations rely on Validity solutions to improve customer engagement and manage their customer data.
Virtualitics
Virtualitics is an advanced analytics company that helps enterprises and governments make smarter business decisions, faster with ready-to-use AI that can be understood–by analysts and business leaders alike.