Building Machine Learning Pipelines with Real-Time Feature Engineering

Real-time Feature Engineering

As business demand grows for real-time ML use cases, enterprise ML teams are grappling with the inherent complexities of real time feature engineering. An online feature store makes the process of ingesting streaming data, performing calculations in real time and delivering fast inferences both repeatable and reproducible.

In this white paper, you will learn:

  • How to get started with real-time feature engineering with an online feature store
  • How to perform model monitoring, drift detection, and automatically trigger re-training on models in production

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About Iguazio

The Iguazio Data Science Platform enables enterprises to develop, deploy and manage AI applications at scale.  With Iguazio, enterprises can run AI models in real time, deploy them anywhere (multi-cloud, VPC or on-prem), and bring to life their most ambitious data-driven strategies. Iguazio is backed by top strategic investors such as Bosch, Verizon Ventures, Samsung, CME, Group and Dell, and is partnered with dozens of technology companies including Azure, AWS, Google, NVIDIA and NetApp. 

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