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The Fun Sized MLOps Stack from Scratch

Offered By: Data Council via YouTube

Tags

MLOps Courses Data Science Courses Machine Learning Courses Data Engineering Courses Scalability Courses

Course Description

Overview

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Discover how to build a fully-fledged MLOps platform from scratch for small and medium-sized businesses in this 39-minute conference talk by Mikiko Bazeley, Head of MLOps at Featureform. Explore the main challenges MLOps aims to address, compare commonly used tools and their limitations, and learn about recent open-source projects that tackle pain points in existing solutions. Gain insights into a realistic roadmap for companies aiming to enhance their data and ML maturity without reaching Google-scale operations. Benefit from Bazeley's extensive experience in engineering, data science, and analytics roles at companies like Mailchimp, Teladoc, and Autodesk.

Syllabus

The Fun Sized MLOps Stack from Scratch | Featureform


Taught by

Data Council

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