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Experiment Faster and with Less Effort

DoorDash Engineering

In certain domains, such as campaign management in CRM, it can be time-consuming to designate and apply business policies to different user segments. Budget constraints : Our limited marketing budget constraints our testing capabilities.

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How Snowpark+Streamlit Easily Delivers Machine Learning Apps in Snowflake

Snowflake

Easily building ML-driven apps can address many technology gaps an organization has, revealing the reality that potentially thousands of other organizations could benefit from the same solution. Aside from SaaS apps, there’s a much broader need that Snowflake’s ML development and deployment environment addresses.

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Detecting Speech and Music in Audio Content

Netflix Tech

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

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

DoorDash Engineering

The features available for predicting these ETAs are limited because they are calculated before the customer has placed anything in their cart; feature latency must remain low to quickly predict ETAs for all nearby providers. The pivot to multi-task (MT) modeling addresses these challenges head-on.

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Setting Up Kafka Multi-Tenancy 

DoorDash Engineering

To address this challenge, the team at DoorDash embraced testing in production via a multi-tenant architecture, which leverages a single microservice stack for all kinds of traffic including test traffic. Multi-tenancy involves designing a software application and its supporting infrastructure to serve multiple customer segments or tenants.

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Choosing Between Nested Queries and Parent-Child Relationships in Elasticsearch

Rockset

There are four common workarounds to managing relationships in Elasticsearch: Application-side joins Data denormalization Nested field types and nested queries Parent-child relationships In this blog, we’ll discuss how you can design your data model to handle relationships using the nested field type and parent-child relationships.

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Level Up Your Data Platform With Active Metadata

Data Engineering Podcast

A variety of platforms have been developed to capture and analyze that information to great effect, but they are inherently limited in their utility due to their nature as storage systems. How are you addressing the N x M integration problem for pushing metadata into the necessary contexts at Atlan?

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