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It's Your Data, Master It.
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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