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Machine Learning with Apache DataFu

Overview

Skills Needed

Learn how to implement machine learning algorithms using Apache DataFu. This course covers model training, evaluation, and deployment.

  • Basic knowledge of machine learning concepts
  • Familiarity with data analysis

Outline

  • Introduction to Machine Learning with DataFu
  • Setting Up Machine Learning Environments
  • Basic Machine Learning Algorithms
  • Data Preprocessing Techniques
  • Model Training and Evaluation
  • Hyperparameter Tuning
  • Deploying Machine Learning Models
  • Monitoring Model Performance
  • Handling Model Drift
  • Best Practices for Machine Learning with DataFu
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