.. _examples.learn:

==============
Learn Examples
==============

.. include:: logo_include.rst

Master VAST Orbit fundamentals with classic ML datasets.

____

.. grid:: 1 2 3 3
    :gutter: 3

    .. grid-item-card:: |i-market| Commodities
      :link: examples.learn.commodities
      :link-type: ref
      :text-align: center
      :class-card: custom-card-examples-learn
      :img-top: /_static/examples/commodities.png

      **10 minutes**

      Time series forecasting for commodity price trends.

      +++
      View Notebook →

    .. grid-item-card:: |i-bio| Iris
      :link: examples.learn.iris
      :link-type: ref
      :text-align: center
      :class-card: custom-card-examples-learn
      :img-top: /_static/examples/iris.png

      **10 minutes**

      Multi-class classification of iris flower species.

      +++
      View Notebook →

    .. grid-item-card:: |i-game| Pokemon
      :link: examples.learn.pokemon
      :link-type: ref
      :text-align: center
      :class-card: custom-card-examples-learn
      :img-top: /_static/examples/pokemon.png

      **10 minutes**

      Predict battle outcomes using Pokemon stats.

      +++
      View Notebook →

    .. grid-item-card:: |i-ship| Titanic
      :link: examples.learn.titanic
      :link-type: ref
      :text-align: center
      :class-card: custom-card-examples-learn
      :img-top: /_static/examples/titanic.png

      **10 minutes**

      Binary classification for passenger survival prediction.

      +++
      View Notebook →

    .. grid-item-card:: |i-quality| Wine Quality
      :link: examples.learn.winequality
      :link-type: ref
      :text-align: center
      :class-card: custom-card-examples-learn
      :img-top: /_static/examples/winequality.png

      **10 minutes**

      Regression model for wine quality scoring.

      +++
      View Notebook →

____

.. tip::

   Start with **Titanic** for classification basics, then progress to
   **Wine Quality** for regression. Perfect for learning VAST Orbit syntax!

.. toctree::
  :hidden:
  :maxdepth: 1

  examples_learn_titanic
  examples_learn_iris
  examples_learn_winequality
  examples_learn_commodities
  examples_learn_pokemon