Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric (DP-604)

This learning path explores the end-to-end data science process in Microsoft Fabric, from data exploration and preparation to machine learning model training and deployment. Learners gain hands-on experience using notebooks, Data Wrangler, MLflow, and Fabric-native tools to build, track, and operationalize machine learning solutions for AI-driven analytics. Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric (DP-604) Benefits In this course, you will learn how to: Load and manage data in a Lakehouse within Microsoft Fabric. Utilize notebooks for comprehensive data exploration. Preprocess data using Microsoft Fabric's Data Wrangler for optimized model training. Train and manage machine learning models with MLflow, tracking experiments effectively. Generate batch predictions to apply AI in practical scenarios. Prerequisites Familiarity with basic data concepts and terminology. DP-604 Course Outline Learning Objectives 1. Introduction to End-to-En