Episode

Preparing for DP-100 - Explore data and train models (2 of 4)

with Elena Moor

In this second exam prep for DP-100, Elena Moor introduces you to exploring data and train models. This segment will cover exploring data by using data assets and data stores; creating models by using the Azure Machine Learning designer; using Automated Machine Learning to explore optimal models; using Notebooks for custom model training; tuning hyperparameters with Azure Machine Learning.

This segment covers the second of four high-level topics in the skills measured. This second functional group will account for 35-40% of the questions you might encounter on the exam.

Skills measured

  • Design and prepare a machine learning solution (20-25%)
  • Explore data and train models (35-40%)
  • Prepare a model for deployment (20-25%)
  • Deploy and retrain a model (10-15%)

Azure
Azure SQL Database