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In this video, we use Integrated Spark in Microsoft Fabric for Machine Learning. k-Means clustering in Python is used to do clustering and Power BI is used to analyze the clusters. Microsoft has Microsoft Fabric, the next-generation Analytic Platform. Check out how to enable it on Power BI Service. How to start a Fabric (Preview) trial The Microsoft Fabric Platform provides customers with a SaaS-ified, open, lake-centric(One Lake), full-featured data, analytics, and AI platform that meets all their data estate needs. Power BI, Synapse Data Warehouse, Data Factory, Spark, and Notebook all under one platform 00:00 Problem Statement 02:30 Work on Notebook, Load Data 05:30 Use k-Means clustering 9:30 Save files in Lakehouse 11:00 Save table in Lakehouse Using Spark DataFrame 14:30 Test using SQL 15:20 Analyze in Power BI Microsoft Documentation link https://learn.microsoft.com/en-us/fab... https://learn.microsoft.com/en-us/fab... GIT File link - https://github.com/amitchandakpbi/pow... https://github.com/amitchandakpbi/pow... All files: https://github.com/amitchandakpbi/pow... Power BI - Azure Free Tier, Create Azure Data Lake Gen 2 and connect that in Power BI: • Power BI: Connect with Azure Data Lake Gen... Get Azure SQL DB and Configure it on Power BI: • Abstract Thesis 93: Power BI- Get Azure SQ... Official Document: https://learn.microsoft.com/en-us/fab... Video from GuyinaCube: • Microsoft Fabric Launch Digital Event (Day 1) Buy a Microsoft Fabric subscription: https://learn.microsoft.com/en-us/fab... SKU: https://learn.microsoft.com/en-us/fab... Licenses: https://learn.microsoft.com/en-us/fab... Enable Fabric: https://learn.microsoft.com/en-us/fab... 🔵 What is Microsoft Fabric Microsoft Fabric is an all-in-one analytics solution for enterprises that covers everything from data movement to data science, Real-Time Analytics, and business intelligence. It offers a comprehensive suite of services, including data lake, data engineering, and data integration, all in one place. With Fabric, you don't need to piece together different services from multiple vendors. Instead, you can enjoy a highly integrated, end-to-end, and easy-to-use product that is designed to simplify your analytics needs. How to enable Fabric, find details - https://learn.microsoft.com/en-us/fab... Microsoft Fabric licenses details -https://learn.microsoft.com/en-us/fab... Don't forget to like, comment, and subscribe for more great content! ▶️Please Subscribe: / @amitchandak ▶️Data: • Covid 19: https://covid19.who.int/WHO-COVID-19-... • Get The data and Pbix files on Github: https://github.com/amitchandakpbi/pow... • DropBox files: https://www.dropbox.com/sh/90ycq7hpmn... --------- ▶️Follow me on: • Medium: / amitchandak • Twitter: / amitchandak78 • LinkedIn: / amitchandak78 --------- ▶️My Other Videos: • Mastering Power BI: • Power BI for Beginners 1: Loading Data, Cr... • Expertise Power BI: • Expertise Power BI- How to Change Connecti... ~-~~-~~~-~~-~ Please watch: "Microsoft Power BI Tutorial For Beginners✨ | Power BI Full Course 2023 | Learn Power BI" • Microsoft Power BI Tutorial For Beginners✨... ~-~~-~~~-~~-~