Others
======


LightAutoML crash courses
-------------------------

    `(Russian) AutoML course for OpenDataScience community <https://ods.ai/tracks/automl-course-part1>`_


Video guides
------------

    * (Russian) `LightAutoML webinar for Sberloga community <https://www.youtube.com/watch?v=ci8uqgWFJGg>`_ (`Alexander Ryzhkov <https://kaggle.com/alexryzhkov>`__), `Dmitry Simakov <https://kaggle.com/simakov>`__)
    * (Russian) `LightAutoML hands-on tutorial in Kaggle Kernels <https://www.youtube.com/watch?v=TYu1UG-E9e8>`_ (`Alexander Ryzhkov <https://kaggle.com/alexryzhkov>`__)
    * (English) `Automated Machine Learning with LightAutoML: theory and practice <https://www.youtube.com/watch?v=4pbO673B9Oo>`_ (`Alexander Ryzhkov <https://kaggle.com/alexryzhkov>`__)
    * (English) `LightAutoML framework general overview, benchmarks and advantages for business <https://vimeo.com/485383651>`_ (`Alexander Ryzhkov <https://kaggle.com/alexryzhkov>`__)
    * (English) `LightAutoML practical guide - ML pipeline presets overview <https://vimeo.com/487166940>`_ (`Dmitry Simakov <https://kaggle.com/simakov>`__)


Papers
------

    Anton Vakhrushev, Alexander Ryzhkov, Dmitry Simakov, Rinchin Damdinov, Maxim Savchenko, Alexander Tuzhilin `"LightAutoML: AutoML Solution for a Large Financial Services Ecosystem" <https://arxiv.org/pdf/2109.01528.pdf>`_. arXiv:2109.01528, 2021.


Articles about LightAutoML
--------------------------

    * (English) `LightAutoML vs Titanic: 80% accuracy in several lines of code (Medium) <https://alexmryzhkov.medium.com/lightautoml-preset-usage-tutorial-2cce7da6f936>`_
    * (English) `Hands-On Python Guide to LightAutoML – An Automatic ML Model Creation Framework (Analytic Indian Mag) <https://analyticsindiamag.com/hands-on-python-guide-to-lama-an-automatic-ml-model-creation-framework/?fbclid=IwAR0f0cVgQWaLI60m1IHMD6VZfmKce0ZXxw-O8VRTdRALsKtty8a-ouJex7g>`_