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Machine Learning is Going Real-Time

Posted Mar 28, 2021 | Views 327
# Data engineering
# Model serving
# Systems and Architecture
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SPEAKER
Chip Huyen
Chip Huyen
Chip Huyen
Co-Founder & CEO @ Claypot AI

Chip Huyen is an engineer who develops tools and best practices for machine learning production. She recently developed Claypot AI, a platform that leverages both batch and streaming systems for real-time machine learning. Through her work with Snorkel AI, NVIDIA, and Netflix, she has helped some of the worldÕs largest organizations deploy machine learning systems. She teaches "CS 329S: ML Systems Design" at Stanford. SheÕs also published four bestselling Vietnamese books and author of "Designing Machine Learning Systems" (OÕReilly, 2022).

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Chip Huyen is an engineer who develops tools and best practices for machine learning production. She recently developed Claypot AI, a platform that leverages both batch and streaming systems for real-time machine learning. Through her work with Snorkel AI, NVIDIA, and Netflix, she has helped some of the worldÕs largest organizations deploy machine learning systems. She teaches "CS 329S: ML Systems Design" at Stanford. SheÕs also published four bestselling Vietnamese books and author of "Designing Machine Learning Systems" (OÕReilly, 2022).

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SUMMARY

This talk covers different levels of real-time machine learning, their use cases, challenges, and adoption.

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