apply() Video Archive

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Apache Kafka, Tiered Storage and TensorFlow for Streaming Machine Learning Without a Data Lake

Open Source, Production Use Case, Lightning Talk

A Point in Time: Mutable Data in Online Inference

Production Use Case, Lightning Talk

The Only Truly Hard Problem in MLOps

30-minute Session

Towards a Unified Real-Time ML Data Pipeline, from Training to Serving

Production Use Case, 30-minute Session

Building a Best-in-Class Customer Experience Platform – The Hux Journey – Deloitte Digital

30-minute Session

ML Design Patterns for Data Engineers

30-minute Session

Real-time Personalization of QuickBooks using Clickstream Data

30-minute Session

Panel: Challenges of Operationalizing ML

Panel Discussion

Best Practices for Productionalizing Data & ML Projects

Production Use Case, Lightning Talk

What is the MLOps Community?

Lightning Talk

Financially Responsible Feature Engineering

Feature Store, Production Use Case, Lightning Talk

Reusability in Machine Learning

Lightning Talk

Exploiting the Data Code

Production Use Case, Lightning Talk

Towards Reproducible Machine Learning

Lightning Talk

Bringing Feast 0.10 to AWS

Feature Store, Demo, Lightning Talk