Machine Learning Lecture Notes
==============================

.. epigraph::

   Simply put, machine learning is the part of artificial intelligence
   that actually works.

   -- Why Is Machine Learning (CS 229) The Most Popular Course At Stanford? Forbes


These webpages provide the lecture notes for the Machine Learning
courses I teach at the University of Amsterdam and Amsterdam
University College.

These notes are not meant to be a complete resource for learning about
Machine Learning. These complement the lectures and other resources
that are used in the courses. For all these resources I refer you to
the Canvas webpages for your course.

Rein van den Boomgaard, January 2023



.. toctree::
   :maxdepth: 3
   :numbered:
   :caption: Contents:


   LectureNotes/Math/index
   LectureNotes/ProbabilityStatistics/index
   LectureNotes/Overview/index
   LectureNotes/DimensionalityReduction/index
   LectureNotes/Regression/index
   LectureNotes/Classification/index
   LectureNotes/Clustering/index
   LectureNotes/Methodology/index


..
   nbg_Labs_StatRed/index