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Getting Started with Virgilio: Machine Learning Framework for Python

Overview

Skills Needed

Discover the capabilities of Virgilio, the machine learning framework for Python. Learn how to leverage its tools and libraries to build, train, and deploy machine learning models effectively.

  • Basic understanding of machine learning concepts
  • Proficiency in Python programming

Outline

  • Introduction to Virgilio
  • Setting up Virgilio Environment
  • Exploring Virgilio Libraries and Tools
  • Building Machine Learning Pipelines
  • Data Preprocessing and Feature Engineering
  • Model Training and Evaluation
  • Hyperparameter Tuning and Optimization
  • Model Deployment and Serving
  • Monitoring and Managing Machine Learning Models
  • Best Practices for Machine Learning with Virgilio

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