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Managing Data Analytics Is More Like Running A Restaurant Than You Think

DataKitchen

The post Managing Data Analytics Is More Like Running A Restaurant Than You Think first appeared on DataKitchen.

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Improving ETAs with Multi-Task Models, Deep Learning, and Probabilistic Forecasts

DoorDash Engineering

Initially, customers can use ETAs on the home page to help them decide between restaurants and other food merchants. We plan to publish more blog posts on MT ETA model development. Customers depend on our delivery time estimates to make choices between restaurants and to organize their schedules.

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Personalizing the DoorDash Retail Store Page Experience

DoorDash Engineering

Unlike our restaurant business, where a typical merchant sells only a few dozen or at most hundreds of dishes or beverages, our new vertical business stores often carry hundreds of thousands of SKUs in thousands of categories. For example, a frequent vegan restaurant patron might appreciate curated vegan selections in our grocery stores.

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Lifecycle of a Successful ML Product: Reducing Dasher Wait Times

DoorDash Engineering

As an example, we dive into how we decided to optimize when the restaurants should start preparing orders and when the Dasher should be dispatched to pick them up. In most cases, we rely on the restaurants to start preparing the food ahead of the Dasher’s arrival. When do restaurants start preparing food?

Food 72
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Top 30+ Computer Science Project Topics of 2023 [Source Code]

Knowledge Hut

Till then, pick a topic from this blog and get started on your next great computer science project. Restaurant Booking Website Another great project idea is to develop a restaurant booking website. This type of website would allow users to search for restaurants by location, cuisine, price range, etc.

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DoorDash identifies Five big areas for using Generative AI

DoorDash Engineering

In this blog post, we’ll examine how DoorDash hopes to leverage Generative AI and revolutionize the delivery experience. In one application, Generative AI can automatically generate inventory lists for restaurants by analyzing their order history and predicting which items are most likely to sell out.

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Top 10 MERN Stack Project Ideas of 2023 [With Source Code]

Knowledge Hut

Application for Food Delivery This application should facilitate communication between restaurants and clients. Owners of restaurants must be capable of registering and showing their food choices and rates. Restaurants should confirm the takeaway order and assign it to a delivery rider.

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