Python Machine Learning Skill

Overview

Build machine learning models using Python libraries including scikit-learn, PyTorch, and supporting tools.

Topics Covered

Scikit-learn

• Data preprocessing
• Model selection
• Training pipelines
• Cross-validation
• Hyperparameter tuning

PyTorch Basics

• Tensor operations
• Neural network modules
• Training loops
• DataLoader usage