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Introduction to MLflow

Overview

Skills Needed

Learn MLflow basics for managing machine learning projects. Explore tracking, packaging, and more. Enroll now!

  • Basic knowledge of machine learning concepts
  • Familiarity with Python programming

Outline

  • Introduction to MLflow
  • MLflow Installation and Setup
  • Tracking Experiments with MLflow
  • Packaging Models with MLflow
  • Managing Model Versions
  • Deploying Models with MLflow
  • MLflow Projects and Environments
  • MLflow Model Registry
  • Collaborative ML Development
  • Best Practices for MLflow Usage

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