Intro to Machine Learning

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Intro to Machine Learning provided by Kaggle is a comprehensive online course, which lasts for 3 hours worth of material. Intro to Machine Learning is taught by DanB. Upon completion of the course, you can receive an e-certificate from Kaggle. The course is taught in Englishand is Free Certificate. Visit the course page at Kaggle for detailed price information.

Overview
  • 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.

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