Azure Databricks

Design AI with Apache Spark™-based analytics.

Learning

Learning Paths

Implement Generative AI engineering with Azure Databricks
Published: 8/23/2024, Length: 3:14:00

Generative Artificial Intelligence (AI) engineering with Azure Databricks uses the platform's capabilities to explore, fine-tune, evaluate, and integrate advanced language models. By using Apache Spark's scalability and Azure Databricks' collaborative environment, you can design complex AI systems.

Levels: Intermediate

Roles: Data Scientist

Modules

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

Review responsible AI principles for language models in Azure Databricks
Published: 8/30/2024, Length: 0:43:00
Review responsible AI principles for language models in in Azure Databricks
Implement LLMOps in Azure Databricks
Published: 8/30/2024, Length: 1:03:00
Implement LLMOps in Azure Databricks
Evaluate language models with Azure Databricks
Published: 8/29/2024, Length: 1:02:00
Evaluate language models with Azure Databricks
Fine-tune language models with Azure Databricks
Published: 8/29/2024, Length: 0:55:00
Fine-tune language models with Azure Databricks
Manage machine learning in production with Azure Databricks
Published: 8/23/2024, Length: 1:02:00
Learn how to manage machine learning models in production with Azure Databricks.
Implement multi-stage reasoning in Azure Databricks
Published: 8/23/2024, Length: 1:08:00
Implement multi-stage reasoning in Azure Databricks
Implement Retrieval Augmented Generation (RAG) with Azure Databricks
Published: 8/20/2024, Length: 1:02:00
Implement Retrieval Augmented Generation (RAG) with Azure Databricks
Manage data privacy and governance with Azure Databricks
Published: 8/19/2024, Length: 1:34:00
Manage data privacy and governance with Azure Databricks
Get started with language models in Azure Databricks
Published: 8/14/2024, Length: 1:04:00
Get started with language models in Azure Databricks
Optimize performance with Spark and Delta Live Tables
Published: 8/8/2024, Length: 1:14:00
Optimize performance with Spark and Delta Live Tables in Azure Databricks.
Automate workloads with Azure Databricks Jobs
Published: 8/8/2024, Length: 1:04:00
Automate workloads with Azure Databricks Jobs
Perform incremental processing with spark structured streaming
Published: 8/8/2024, Length: 0:41:00
Learn about spark structured streaming and ways to optimize and use it to populate destination objects