Machine Learning Algorithms

Broad exploration of machine learning models and approaches using Python and Scikit-learn.

Topics

• Regression
• Binary classification
• Multiclass classification
• Machine learning methods
• Model evaluation
• Parameter search
• Feature selection
• Loss functions/metrics
• Non-parametrics models
• Parametric models
• Data pre-processing

Technologies

• Python
• Scikit-learn
• Pandas
• Numpy