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Building a Python-Centric Feature Platform to Power Production AI Applications

Offered By: MLOps.community via YouTube

Tags

Python Courses MLOps Courses Data Engineering Courses Feature Engineering Courses Tecton Courses Real-time AI Courses

Course Description

Overview

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Explore Tecton's journey in developing a platform that empowers large-scale real-time AI applications using only Python in this 27-minute conference talk. Discover how Matt Bleifer, Group Product Manager at Tecton, walks through the process of creating a reliable system for productionizing AI applications with minimal complexity. Gain insights into the challenges and solutions encountered while building a Python-centric feature platform, drawing from Matt's extensive experience in ML infrastructure and applied ML applications at companies like Twitter and Workday. Learn about core developer workflows, tools, and services that enable the deployment of real-time models at scale, and understand how this approach can streamline the development of production AI applications.

Syllabus

Building a Python-Centric Feature Platform to Power Production AI Applications // Matt Bleifer


Taught by

MLOps.community

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