Tecton
timezone
+00:00 GMT
SIGN IN
  • Home
  • Events
  • Content
  • Help
Sign In
Sign in or Join the community to continue

Machine Learning is Going Real-Time

Posted Mar 28
# Data engineering
# Model serving
# Systems and Architecture
Share
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).

+ Read More

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).

+ Read More
SUMMARY

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

+ Read More

Watch More

15
Posted Apr 12 | Views 30
# Data engineering
# Organization and Processes
# Production Use Case
# Systems and Architecture
30
Posted Apr 12 | Views 22
# Data engineering
# Explainability and Observability
# Feature Stores
# Research
# Systems and Architecture