Microsoft Fabric Data Science Custom Training - 3 Days
Santor Technologies
3-day Microsoft Fabric workshop on data engineering, data science, and ML workflows with hands-on labs
This customizable three-day training provides a hands-on introduction to Microsoft Fabric, focusing on its powerful data engineering and data science capabilities for your environment. Participants will explore core components such as OneLake, lakehouses, and Apache Spark, then dive into data science workflows using notebooks, experiments, and models. The final day covers advanced techniques including model deployment, orchestration, and monitoring, equipping attendees with the skills to build and manage end-to-end machine learning solutions within the Microsoft Fabric ecosystem.
Day 1: Microsoft Fabric Environment
Module 1: Introduction to Microsoft Fabric
Module 2: One Lake and Direct Lake
Module 3: Lake houses and Data Warehouses
Module 4: Data Flows Gen2
Module 5: Apache Spark
Day 2: Exploring Data Science in Microsoft Fabric
Module 6: Notebooks
Module 7: Experiments
Module 8: Models
Module 9: Semantic Link
Day 3: Advanced Data Science Techniques in Microsoft Fabric
Module 10: Compare and Scoring Models
Module 11: Model orchestration
Module 12: Model Deployment and MLOps
Module 13: Model monitoring
Why choose Santor?
Microsoft MVPs and Microsoft Certified Trainers with real-world implementation experience.
50+ Microsoft Certified Professionals
Hosts Microsoft-partnered workshops like Fabric Analyst in a Day (FAIAD).
Delivers monthly webinars, blog content, and other insights as an active thought leader