Azure Databricks

Design AI with Apache Spark™-based analytics.

Learning

Learning Paths

Machine learning with Azure Databricks
Published: 3/29/2023, Length: 7:26:00

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.

Levels: Intermediate

Roles: Data Scientist

Modules

Learning Modules

Design data integration
Published: 5/23/2023, Length: 0:34:00
Azure Architects design and recommend data integration solutions.
Design a data ingestion strategy for machine learning projects
Published: 5/17/2023, Length: 0:33:00
Design a data ingestion strategy for machine learning projects
Explore Azure Databricks
Published: 5/17/2023, Length: 0:44:00
Explore Azure Databricks
Use Apache Spark in Azure Databricks
Published: 5/17/2023, Length: 1:14:00
Use Apache Spark in Azure Databricks
Run Azure Databricks Notebooks with Azure Data Factory
Published: 5/17/2023, Length: 1:01:00
Run Azure Databricks Notebooks with Azure Data Factory
Use SQL Warehouses in Azure Databricks
Published: 5/17/2023, Length: 0:44:00
Use SQL Warehouses in Azure Databricks
Use AutoML in Azure Databricks
Published: 3/28/2023, Length: 0:44:00
Learn how to use AutoML to train optimal machine learning models for your data in Azure Databricks
Train deep learning models in Azure Databricks
Published: 3/23/2023, Length: 1:09:00
Learn how to use deep learning libraries like PyTorch in Azure Databricks, and to distribute training by using Horovod
Tune hyperparameters in Azure Databricks
Published: 3/22/2023, Length: 1:08:00
Learn how to use the Hyperopt library in Azure Databricks to tune machine learning hyperparameters.
Train a machine learning model in Azure Databricks
Published: 3/22/2023, Length: 1:24:00
Learn how to train machine learning models using Spark and the MLlib library in Azure Databricks.
Use MLflow in Azure Databricks
Published: 3/22/2023, Length: 1:03:00
Learn how to use MLflow in Azure Databricks to track machine learning experiments and deploy models.
Use Delta Lake in Azure Databricks
Published: 9/14/2022, Length: 1:03:00
Use Delta Lake in Azure Databricks