.. _api.machine_learning.vertica:

===========
Vertica
===========
.. grid:: 1 2 2 3

    .. grid-item::

        .. card:: Classification
          :link: api.machine_learning.vertica.classification
          :link-type: ref
          :text-align: center
          :class-card: custom-card-4

          ^^^^
          Classify data efficiently with VerticaPy, 
          enabling accurate decision-making across diverse applications.



    .. grid-item::

        .. card:: Regression
          :link: api.machine_learning.vertica.regression
          :link-type: ref
          :text-align: center
          :class-card: custom-card-4

          ^^^^
          Model and analyze variable relationships 
          effortlessly using VerticaPy's regression 
          capabilities.

    .. grid-item::
    
        .. card:: Time Series
          :link: api.machine_learning.vertica.time_series
          :link-type: ref
          :text-align: center
          :class-card: custom-card-4

          ^^^^
          Predict and analyze temporal patterns 
          with ease using VerticaPy's time series functionalities.

    .. grid-item::
    
      .. card:: Clustering & Anomalies
          :link: api.machine_learning.vertica.clustering
          :link-type: ref
          :text-align: center
          :class-card: custom-card-4

          ^^^^
          Efficiently identify patterns and anomalies 
          with VerticaPy's clustering algorithms.


    .. grid-item::
    
      .. card:: Decomposition & Preprocessing
         :link: api.machine_learning.vertica.decomposition
         :link-type: ref
         :text-align: center
         :class-card: custom-card-4
         
         ^^^^
         Simplify analysis with VerticaPy's 
         features for decomposition and preprocessing.

    .. grid-item::
    
      .. card:: Text Analytics
         :link: api.machine_learning.vertica.text
         :link-type: ref
         :text-align: center
         :class-card: custom-card-4
         
         ^^^^
         Work with text using VerticaPy.

    .. grid-item::
    
      .. card:: Pipeline (Beta)
         :link: api.machine_learning.vertica.pipeline
         :link-type: ref
         :text-align: center
         :class-card: custom-card-4

         ^^^^
         Streamline machine learning workflows 
         seamlessly with VerticaPy's pipeline capabilities.

    .. grid-item::
    
      .. card:: Integrations
         :link: api.machine_learning.vertica.integrations
         :link-type: ref
         :text-align: center
         :class-card: custom-card-4

         ^^^^
         Extend VerticaPy with integrations, in
         cluding SDKs and extensions, for enhanced functionality.
______

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

  machine_learning_vertica_classification
  machine_learning_vertica_regression
  machine_learning_vertica_clustering
  machine_learning_vertica_time_series
  machine_learning_vertica_decomposition
  machine_learning_vertica_pipeline
  machine_learning_vertica_integrations