DP-090 Implementing a Machine Learning Solution with Microsoft Azure Databricks

TEMATYKA ZAJĘĆ

• Module 1: Introduction to Azure Databricks
  Getting Started with Azure Databricks
  Working with Data in Azure Databricks
  Lab: Getting Started with Azure Databricks
  Lab: Working with Data in Azure Databricks

• Module 2: Training and Evaluating Machine Learning Models
  Preparing Data for Machine Learning
  Training a Machine Learning Model
  Lab: Training a Machine Learning Model
  Lab: Preparing Data for Machine Learning

• Module 3: Managing Experiments and Models
  Using MLflow to Track Experiments
  Managing Models
  Lab: Using MLflow to Track Experiments
  Lab: Managing Models

• Module 4: Integrating Azure Databricks and Azure Machine Learning
  Tracking Experiments with Azure Machine Learning
  Deploying Models
  Lab: Deploying Models in Azure Machine Learning
  Lab: Running Experiments in Azure Machine Learning