Skip to content

SciKit Learn - machine learning in Python


Dr Heitor Murilo Gomes

  • Overview

    • Python library
    • Built on NumPy, SciPy, and Matplotlib
    • Open source, commercially usable - BSD license
    • Platform to build new research methods
  • Topics

    • Machine Learning
      • Supervised
        • Classification
        • Regression
      • Unsupervised
        • Clustering
      • Classification algorithms
      • Models
      • Deep Learning
      • Feature extraction/classification
      • Learning algorithm assumptions
      • Evaluation
    • Scikit-learn
      • Importing libraries
      • Example task - iris dataset
      • Training model
      • Testing model
      • Analysing results
      • Confusion Matrix
      • Where to from here
  • Additional Resources