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Josh Xi
Data Scientist at Lyft, working on forecasting and modeling of marketplace signals. Holds a PHD in Operations Research and previously worked at General Motors.
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Apr 11, 2025
• 54min
Real-Time Forecasting Faceoff: Time Series vs. DNNs // Josh Xi // #305
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Josh Xi, a Data Scientist at Lyft with a PhD in Operations Research, shares insights on real-time forecasting methods for marketplace dynamics. He discusses the effectiveness of time series models over deep neural networks, emphasizing their adaptability and efficiency. Listeners will learn about integrating external data like weather and events into demand forecasts. Xi also delves into the complexities of geographical forecasting and the role of human insights in enhancing predictive accuracy, making it a must-listen for data enthusiasts!
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