Machine learning with Azure Databricks

Duration : 1 Day

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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

This learning path assumes that you have experience of using Python to explore data and train machine learning models with common open source frameworks, like Scikit-Learn, PyTorch, and TensorFlow. Consider completing the Create machine learning models learning path before starting this one.

Prerequisites

None

Contents

• 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

Course material

Manual and laboratory