Implement data science and machine learning for AI in Microsoft Fabric 

Introduction

Understand the data science process

Explore and process data with Microsoft Fabric

Train and score models with Microsoft Fabric

Exercise - Explore data science in Microsoft Fabric

Knowledge check

Summary

Introduction

Explore notebooks

Load data for exploration

Understand data distribution

Check for missing data in notebooks

Apply advanced data exploration techniques

Visualize charts in notebooks

Exercise: Use notebook for data exploration in Microsoft Fabric

Knowledge check

Summary

Introduction

Understand Data Wrangler

Perform data exploration

Handle missing data

Transform data with operators

Exercise: Preprocess data with Data Wrangler in Microsoft Fabric

Knowledge check

Summary

Introduction

Understand how to train machine learning models

Train and track models with MLflow and experiments

Manage models in Microsoft Fabric

Exercise - Train and track a model in Microsoft Fabric

Knowledge check

Summary