Microsoft Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric

This course is designed to build your foundational skills in data engineering on Microsoft Fabric, focusing on Data Science and Machine Learning Solutions with AI. Explore the data science process and learn how to train machine learning models to accomplish artificial intelligence. This course includes a combination of lectures and hands-on exercises that will prepare you to work with Microsoft Fabric. For Microsoft Partners, this Microsoft Applied Skills course has an associated exam (Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric) which is free of charge. Whilst it does not count towards Solution Partner Designation, it does input into the DP-600 exam and provides real-world experience and insights. A better understanding of Microsoft Fabric, awareness of its functionalities and knowing how to build data solutions supports the Data & AI Customer Success and Performance categories which focuses on deployment, usage as well as developing new business. This course prepares delegates to sit the DP-604 exam as part of a wider scheme of learning (E.g., MS Learn, Practice Tests)

Contents 

• Get started with data science in Microsoft Fabric
• Explore data for data science with notebooks in Microsoft Fabric
• Preprocess data with Data Wrangler in Microsoft Fabric
• Train and track machine learning models with MLflow in Microsoft Fabric
• Generate batch predictions using a deployed model in Microsoft Fabric
  

Prerequisites

To achieve the best possible training success, the knowledge described below is a prerequisite for a successful training course: 

• A modern laptop/desktop
• A modern browser (Edge/Chrome)
• Microsoft Teams Installed

(INF-TR-MS-0043)