About Lesson
Overview
Demonstrate your ability to implement a data science solution by using Microsoft Fabric, including:
- Ingesting, loading, exploring, and preparing data.
- Training, tracking, and scoring a model.
As a candidate for this credential, you should:
- Be familiar with data science and AI fundamentals, in addition to open-source frameworks, such as scikit-learn and SynapseML.
- Have experience with Python and MLflow, plus Synapse Data Science in Microsoft Fabric.
Tasks performed
- Ingest and load data
- Explore data in a notebook
- Prepare and transform data
- Train and evaluate a model
- Track models and experiments
- Generate predictions from a model
