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Introduction GraphQL is a powerful query language for APIs that offers greater flexibility and efficiency compared to REST. While REST relies on multiple endpoints for different resources, GraphQL uses a single endpoint to fetch and manipulate data, allowing clients to request exactly what they need. In Microsoft Fabric, you can...
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&...