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Intro to Machine Learning

via Kaggle


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

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