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Introduction When working with complex data, you often come across nested JSON structures that are stored in a single column. These nested structures can be difficult to analyze in their raw form, so flattening the JSON column becomes essential for data preparation. Dataflows in Microsoft Fabric provide a powerful way...
Introduction The Data Science experience in Microsoft Fabric simplifies the end-to-end machine learning process by enabling users to effortlessly create, train, and deploy Machine Learning Models. In this tutorial, we will explain step-by-step how to create a Machine Learning Model in Fabric. Step 1: Sign in to Fabric First, sign...
Introduction Microsoft Fabric offers a gallery of sample datasets that can be used to perform and practice Real-Time Analytics. These sample data sets offer a great opportunity to gain experience and familiarize yourself with the technologies and services in the Real-Time Intelligence Experience. In this tutorial we will show you...
Introduction In Microsoft Fabric, a workspace is essential for the creation and collection of components. To enhance the organization of these components, folders can be created within a workspace. In this tutorial we will demonstrate how to create a folder in a workspace. Goal A folder should be created in...
Introduction Microsoft Fabric offers a gallery of sample datasets that can be used to perform and practice Real-Time Analytics. These sample data sets offer a great opportunity to gain experience and familiarize yourself with the technologies and services in the Real-Time Intelligence Experience. In this tutorial we will introduce the...
Introduction In this tutorial, we will explore how to read a Delta table into a PySpark DataFrame. Goal A Delta table stored in a lakehouse should be read into a PySpark DataFrame. Prequestisies ☑️ Notebook created We have already created the notebook "dlnerds_notebook". If you want to know...
Introduction In this tutorial, we will walk through the steps required to write a PySpark DataFrame to a Delta table in Microsoft Fabric. We'll start by creating an example DataFrame, then demonstrate how to write it to a Delta table. Goal An example PySpark DataFrame should be created...
Introduction In Microsoft Fabric, notebooks can interact very closely with lakehouses. In this tutorial, we will explain step-by-step how to connect a lakehouse and a notebook in Microsoft Fabric. Goal A lakehouse and a notebook should be connected. Prequestisies ☑️ Notebook created We have already created the notebook "dlnerds_notebook&...
Introduction One key component of Microsoft Fabric is the Lakehouse. In a lakehouse, custom schemas can be created to group tables together. In this tutorial, we will explain step-by-step how to create a lakehouse schema. Goal A new lakehouse schema should be created. Step 1: Sign in to Fabric First,...