Course 8705 Advantage Plan Course
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.
In-Person
Online
Upskill your whole team by bringing Private Team Training to your facility.
In this course, you will learn how to:
Prerequisites
1. Introduction to End-to-End Analytics Using Microsoft Fabric
2. Get Started with Data Science in Microsoft Fabric
3. Explore Data for Data Science with Notebooks
4. Preprocess Data with Data Wrangler
5. Train and Track Machine Learning Models with MLflow
6. Generate Batch Predictions Using Deployed Models
Need Help Finding The Right Training Solution?
Our training advisors are here for you.
The course shows how to move from raw data to actionable insights using Microsoft Fabric, helping teams build repeatable, scalable AI solutions that support faster and more informed business decisions.
This course is ideal for data analysts, data scientists, and data engineers who work closely with business stakeholders and need a shared, end-to-end approach to analytics and machine learning in Fabric.
Yes. The focus is on end-to-end workflows—preparing data, training models, tracking results, and deploying predictions—so teams can move beyond pilots and into production-ready AI solutions.
