38 min listen
MLOps Week 28: Featureform's CEO Breaks Down "Real-Time" Machine Learning
MLOps Week 28: Featureform's CEO Breaks Down "Real-Time" Machine Learning
ratings:
Length:
18 minutes
Released:
Mar 28, 2024
Format:
Podcast episode
Description
This episode of our MLOps Weekly Podcast features Simba Khadder, Featureform’s CEO, where he unravels the true meaning of “real-time” machine learning. The discussion breaks down real-time ML into three core aspects: latency, online serving, and real-time features. Simba also covers:How latency impacts the speed of ML systemsThe distinctions between online and offline modelsReal-time features and the importance of a balance between data freshness and latencyThis podcast will give listeners a better understanding of these concepts and apply them to their own ML projects.
Released:
Mar 28, 2024
Format:
Podcast episode
Titles in the series (28)
MLOps Week 1: Rethinking MLOps Observability with Bernease Herman by MLOps Weekly Podcast