https://community.databricks.com/t5/databricks-tv/democratize-machine-learning-with-automl/ba-p/80456 <P><IFRAME src="https://www.youtube.com/embed/R8ap1OckDHg?si=_2yXd2wrWqHIazHz" width="560" height="315" frameborder="0" allowfullscreen="" title="YouTube video player" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin"></IFRAME></P> <P>&nbsp;</P> <P><SPAN>In this video, Jyotsna Bharadwaj, a Solutions Architect at Databricks, will go over how AutoML works. Automated ML (AutoML) is a fully automated model development solution seeking to democratize machine learning. AutoML helps to automate the ML process from data to model selection. This video starts from the basics with Jyotsna beginning to differentiate between AutoML and traditional ML solutions currently available and talks about the current pain points which can be solved with the usage of AutoML. She finishes the video with a demo. </SPAN></P> <P>►[Documentation] Introduction to AutoML - <A href="https://docs.databricks.com/en/machine-learning/automl/index.html" target="_blank" rel="noopener">https://docs.databricks.com/en/machine-learning/automl/index.html </A><BR />►[Product] - <A href="https://www.databricks.com/product/automl" target="_blank" rel="noopener">https://www.databricks.com/product/automl </A><BR />►[Documentation] - AutoML under the hood - <A href="https://docs.databricks.com/en/machine-learning/automl/how-automl-works.html" target="_blank" rel="noopener">https://docs.databricks.com/en/machine-learning/automl/how-automl-works.html </A><BR />►[Video] - <A href="https://www.databricks.com/resources/demos/videos/data-science-and-ai/how-to-use-automl-to-develop-ml-models" target="_blank" rel="noopener">https://www.databricks.com/resources/demos/videos/data-science-and-ai/how-to-use-automl-to-develop-ml-models </A><BR />►[Documentation] Train models with AutoML - <A href="https://docs.databricks.com/en/machine-learning/automl/train-ml-model-automl-api.html" target="_blank" rel="noopener">https://docs.databricks.com/en/machine-learning/automl/train-ml-model-automl-api.html </A><BR />►[Video] - Introducing AutoML at the Data and AI Summit 2022 - <A href="https://www.youtube.com/watch?v=m4QuLsrgb44" target="_blank" rel="noopener">https://www.youtube.com/watch?v=m4QuLsrgb44 </A><BR />►[Product] Learn more about Databricks here - <A href="https://www.databricks.com/" target="_blank" rel="noopener">https://www.databricks.com/ </A><BR />►Learn/connect with the speaker here - <A href="https://www.linkedin.com/in/jyotsna-bharadwaj-b4a3a9a/" target="_blank" rel="noopener">https://www.linkedin.com/in/jyotsna-bharadwaj-b4a3a9a/ </A><BR />► Discover more about Databricks in the Skill Builder Series here - <A href="https://www.youtube.com/playlist?list=PLeK0Tsm_E67QFwU4trdGZSjcQiTbcsBoz" target="_blank" rel="noopener">https://www.youtube.com/playlist?list=PLeK0Tsm_E67QFwU4trdGZSjcQiTbcsBoz </A></P> <P>#databricks #ml #machinelearning #ai #model #dataintelligence #lakehouse #automl</P> Tue, 30 Jul 2024 15:50:18 GMT StephanieAlba 2024-07-30T15:50:18Z https://community.databricks.com/t5/databricks-tv/democratize-machine-learning-with-automl/ba-p/80456 <P><SPAN>Discover the power of Automated ML (AutoML), a game-changing solution that automates the entire ML process - from data to model selection. Jyotsna will break down the basics, debunk common pain points, and showcase a live demo that will leave you wondering how you ever managed without AutoML. Get ready to unlock the full potential of machine learning and make it accessible to everyone!</SPAN></P> Tue, 30 Jul 2024 15:50:18 GMT https://community.databricks.com/t5/databricks-tv/democratize-machine-learning-with-automl/ba-p/80456 StephanieAlba 2024-07-30T15:50:18Z