Machine Learning for Beginners

What you'll learn

• Explain what machine learning is, and what it can and can't do
• Prepare data: features, labels, and clean train and test sets
• Build a nearest-neighbour predictor from scratch
• Train regression and classification models with scikit-learn
• Judge a model honestly with baselines, precision and recall
• Spot leakage, overfitting and unfairness before they ship