Implement a Machine Learning solution with Azure Databricks (DP-3014)

Duration : 1 day

Azure Databricks is a cloud-scale platform for data analytics and machine learning. Data scientists and machine learning engineers can use Azure Databricks to implement machine learning solutions at scale.

Audience

• Intermediate
• Data scientist

Prerequisites

• Experience using Python to explore data
• Have trained machine learning models with popular open source frameworks, such as Scikit-Learn, PyTorch, and TensorFlow

*Remember to complete the Create machine learning models learning path before starting this one.

Contents

• Explore Azure Databricks
• Use Apache Spark in Azure Databricks
• Train a machine learning model in Azure Databricks
• Use MLflow in Azure Databricks
• Tune hyperparameters in Azure Databricks
• Use AutoML in Azure Databricks
• Train deep learning models in Azure Databricks