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Building Scalable ML Services for Rapid Development in Health and Wellness

Offered By: MLOps World: Machine Learning in Production via YouTube

Tags

MLOps Courses Machine Learning Courses Recommender Systems Courses dbt (Data build tool) Courses Scalability Courses Data Pipelines Courses MLFlow Courses

Course Description

Overview

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Explore how Mindbody builds and deploys scalable machine learning services for the health and wellness marketplace in this 27-minute conference talk from MLOps World. Learn about the evolution of their ML pipeline using open-source tools like DBT, AirFlow, and MLFlow to address challenges in scaling data pipelines. Discover how these solutions support a range of products, from recommender systems for fitness discovery to natural language techniques for automated marketing emails. Gain insights into how Mindbody reduced product release time by 85% through their innovative approach to MLOps in the wellness and beauty product ecosystem.

Syllabus

Building scalable ML services for rapid development in the health and wellness marketplace


Taught by

MLOps World: Machine Learning in Production

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