The Fun Sized MLOps Stack from Scratch
Offered By: Data Council via YouTube
Course Description
Overview
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
Related Courses
Financial Sustainability: The Numbers side of Social Enterprise+Acumen via NovoEd Cloud Computing Concepts: Part 2
University of Illinois at Urbana-Champaign via Coursera Developing Repeatable ModelsĀ® to Scale Your Impact
+Acumen via Independent Managing Microsoft Windows Server Active Directory Domain Services
Microsoft via edX Introduction aux conteneurs
Microsoft Virtual Academy via OpenClassrooms