Intro to Machine Learning

Learn the core ideas in machine learning, and build your first models.

• The first step if you're new to machine learning.
• Load and understand your data.
• Building your first model. Hurray!
• Measure the performance of your model, so you can test and compare alternatives.
• Fine-tune your model for better performance.
• Using a more sophisticated machine learning algorithm.
• Enter the world of machine learning competitions to keep improving and see your progress.

• How Models Work
• Basic Data Exploration
• Your First Machine Learning Model
• Model Validation
• Underfitting and Overfitting
• Random Forests
• Machine Learning Competitions