Implement a data science and machine learning solution for AI with Microsoft Fabric (DP-604)
Description
In this single-day course you will explore the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric.
As an aspiring Data Scientist, you are familiar with basic data concepts and terminology. Now you want to learn how to implement Data Science and Machine Learning solutions for AI within Microsoft Fabric.
After completing this course, you will be able to:
- Load data into a Lakehouse in Microsoft Fabric
- Explore data for data science with notebooks in Microsoft Fabric
- Preprocess data with Data Wrangler in Microsoft Fabric
- Train and track machine learning models with MLflow in Microsoft Fabric
- Generate batch predictions using a deployed model in Microsoft Fabric
Prerequisites
You should know about the basic data concepts and be familiar with the general outline of a data science process. Preferably you are also familiar with Python and open-source frameworks like scikit-learn, but this is not a prerequisite.
Course outline
- Get started with data science in Microsoft Fabric
- Explore data for data science with notebooks in Microsoft Fabric
- Preprocess data with Data Wrangler in Microsoft Fabric
- Train and track machine learning models with MLflow in Microsoft Fabric
- Generate batch predictions using a deployed model in Microsoft Fabric
Course material
In the course "Implement a data science and machine learning solution for AI with Microsoft Fabric" (DP-604T00) we use Microsoft Official Courseware. We will ensure that you receive this (digital) material at the start of the course.
Available dates
| Title | Date |
|---|---|
| DP-604 |
| Title | Date |
|---|---|
| DP-604 |
