Fabric Espresso – Episodes about Data Science & Machine Learning in Microsoft Fabric
For the past 1.5 years, the Microsoft Fabric Product Group Product Managers have been publishing a YouTube series featuring deep dives into Microsoft Fabric’s features. These episodes cover both technical functionalities and real-world scenarios, providing insights into the product roadmap and the people driving innovation. With over 80+ episodes, the series serves as a valuable resource for anyone looking to understand and optimize their use of Microsoft Fabric.
All episodes are available at https://aka.ms/fabric-espresso making it easy to explore the entire catalog. However, to enhance the learning experience, we are launching a short series of blog posts that will categorize the episodes into thematic groups, providing explanations and key takeaways for each.
Fabric Espresso & Data Science & Machine Learning
This week, we focus on Data Science & Machine Learning in Microsoft Fabric. Below is a curated list of episodes that explore various aspects of data science workflows, model training, AutoML, and machine learning capabilities in Fabric.
Episodes on Data Science & Machine Learning:
1. Low Code AutoML UI in Microsoft Fabric Data Science
2. Hyperparameter tuning in Fabric Data Science
3. AutoML in Fabric Data Science – automated model training and optimization
4. Data Wrangler in Microsoft Fabric (an immersive interface for exploratory data analysis)
5. Microsoft Fabric Data Science – Detecting Machine Failure (Classification)
6. Fabric Data Science Cust churn scenario – when a customer will stop doing business with the bank
7. Fabric Data Science Sales Forecasting: Predict sales numbers for product categories at a superstore
8. Autologging and MLFlow in Fabric Data Science
9. Model & Experiment Tracking in Fabric Data Science (MLFLOW)
10. R (Programming Language) in Microsoft Fabric – An Insightful Overview with Fabric Product Group
11. Data Science in Microsoft Fabric – Model scoring with PREDICT
12. Data Science in Microsoft Fabric – Data preparation and exploration with Data Wrangler
13. Fabric Copilot billing pricing
14. Copilot in Microsoft Fabric | Ultimate demo of copilots in Notebooks – DS & DE
