Hands-on Machine Learning
=========================

In this unit we introduce the field of Machine Learning (ML) and develop the first set of techniques
for supervised learning. We will explore key ML concepts, including supervised classification,
linear regression, nearest neighbor, logistic regression, and decision trees, with a focus on ML
considerations and evaluation in life science applications. 

.. toctree::
   :maxdepth: 1

   ml_intro
   linear_regression
   linear_classification
   model_quality
   knn
   decision_tree_and_random_forest
   log_regression_and_NB
   data_standardization_and_pipelines