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Architecting Power BI Solutions in Microsoft Fabric
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Until June 2024, Power BI dataflows had a feature called AutoML, which allowed developers to build simple machine learning models without any coding in Python, Scala, or R. However, the AutoML capabilities of Power BI dataflows have been decommissioned and replaced with AutoML capabilities in Fabric notebooks.
So, in this section, let’s take a brief look at AutoML, a feature of Fabric notebooks that allows us to build machine learning models with minimum coding. The AutoML feature in Fabric notebooks takes the training data and the feature to be predicted as input, analyzes the data, and automatically generates a notebook that builds a machine learning model. The notebook, once executed, creates a machine learning model and stores it in an experiment. AutoML also generates the code to call the machine learning model to predict the insights as well. Overall, AutoML allows you to build machine learning models with very minimal...
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