Azure Databricks

48 resources

Mslearn
free
Implement a Data Analytics Solution with Azure Databricks
Implement a Data Analytics Solution with Azure Databricks. (DP-3011)
Azure Databricks
intermediate
Mslearn
free
Set up and configure an Azure Databricks environment
Build a solid foundation in Azure Databricks by understanding its architecture, integrations, compute options, and...
Azure Databricks
intermediate
Mslearn
free
Introduction to Microsoft Azure Data core data concepts
Data is the foundation on which all software is built. Learn about common data formats, workloads, roles, and...
Azure Fabric Power Bi
beginner
Mslearn
free
Prepare and process data with Azure Databricks
Master the essential skills to build robust, scalable data engineering solutions with Azure Databricks and Unity...
Azure Databricks
intermediate
Mslearn
free
Deploy and maintain data pipelines and workloads with Azure Databricks
Master the complete lifecycle of building, deploying, and maintaining production-ready data pipelines in Azure...
Azure Databricks
intermediate
Mslearn
free
Secure and govern Unity Catalog objects in Azure Databricks
Learn to implement comprehensive security and governance for your data assets in Azure Databricks using Unity...
Azure Databricks
intermediate
Mslearn
free
Build machine learning solutions using Azure Databricks
Azure Databricks is a cloud-scale platform for data analytics and machine learning. Data scientists and machine...
Azure Databricks
intermediate
Mslearn
free
Implement Generative AI engineering with Azure Databricks
Generative Artificial Intelligence (AI) engineering with Azure Databricks uses the platform's capabilities to...
Azure Databricks
intermediate
Mslearn
free
Introduction to Microsoft Azure Data analytics in Azure
Introduction to Microsoft Azure Data analytics in Azure
Azure Fabric Power Bi
beginner
Mslearn
free
Implement development lifecycle processes in Azure Databricks
Learn how to implement development lifecycle processes in Azure Databricks, including Git version control, branching...
Azure Databricks
intermediate
Mslearn
free
Ingest data into Unity Catalog
Learn how to ingest data from diverse sources into Unity Catalog tables in Azure Databricks using managed...
Azure Databricks
intermediate
Mslearn
free
Manage data with Delta Lake
Manage data with Delta Lake
Azure Databricks
intermediate
Mslearn
free
Understand Azure Databricks architecture
Learn about Azure Databricks architecture, including the account hierarchy, control and compute planes, and...
Azure Databricks
intermediate
Mslearn
free
Explore core data concepts
This content is a part of Explore core data concepts.
Azure Fabric Power Bi
beginner
Mslearn
free
Design and implement data pipelines with Azure Databricks
Learn how to design and implement robust data pipelines using Lakehouse architecture principles, medallion...
Azure Databricks
intermediate
Mslearn
free
Configure Azure Databricks Genie for Microsoft Teams and Microsoft Copilot
Prepare Azure Databricks and Microsoft 365 so business users can access governed data through Databricks Genie in...
Azure Databricks Ms Copilot M365
intermediate
Mslearn
free
Get started with language models in Azure Databricks
Get started with language models in Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Evaluate language models with Azure Databricks
Evaluate language models with Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Explore Azure Databricks
Explore Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Create and organize objects in Unity Catalog
Learn how to create and organize catalogs, schemas, tables, views, and volumes in Unity Catalog to build a...
Azure Databricks
intermediate
Mslearn
free
Implement and manage data quality constraints with Azure Databricks
Learn how to implement and manage data quality constraints in Azure Databricks using Unity Catalog, including...
Azure Databricks
intermediate
Mslearn
free
Explore fundamentals of large-scale analytics
Organizations use analytics platforms to build large scale data analytics solutions that generate insights and drive...
Azure Azure Data Factory Azure Databricks
beginner
Mslearn
free
Tune hyperparameters in Azure Databricks
Learn how to use the Optuna library in Azure Databricks to tune machine learning hyperparameters.
Azure Databricks
intermediate
Mslearn
free
Review responsible AI principles for language models in Azure Databricks
Review responsible AI principles for language models in in Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Explore data roles and services
This content is a part of Explore data roles and services.
Azure Fabric Power Bi
beginner
Mslearn
free
Deploy workloads with Lakeflow Jobs
Learn how to deploy workloads with Lakeflow Jobs
Azure Databricks
intermediate
Mslearn
free
Use Apache Spark in Azure Databricks
Use Apache Spark in Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Cleanse, transform, and load data into Unity Catalog
Learn how to cleanse, transform, and load data into Unity Catalog tables in Azure Databricks by profiling data,...
Azure Databricks
intermediate
Mslearn
free
Select and Configure Compute in Azure Databricks
Learn how to select and configure appropriate compute resources in Azure Databricks including serverless, classic...
Azure Databricks
intermediate
Mslearn
free
Manage machine learning in production with Azure Databricks
Learn how to manage machine learning models in production with Azure Databricks.
Azure Databricks
intermediate
Mslearn
free
Use AutoML in Azure Databricks
Learn how to use AutoML to train optimal machine learning models for your data in Azure Databricks.
Azure Databricks
intermediate
Mslearn
free
Use Azure Databricks Genie in Microsoft Teams and Microsoft 365 Copilot
Learn to use Azure Databricks Genie from Microsoft Teams and Microsoft 365 Copilot. Ask effective data questions...
Azure Databricks Ms Copilot M365
beginner
Mslearn
free
Train deep learning models in Azure Databricks
Learn how to use deep learning libraries like PyTorch in Azure Databricks, and to distribute training by using...
Azure Databricks
advanced
Mslearn
free
Govern Unity Catalog objects
Learn how to govern data and AI assets in Azure Databricks using Unity Catalog, including access control, data...
Azure Databricks
intermediate
Mslearn
free
Explore fundamentals of real-time analytics
Learn about the basics of stream processing, and the services in Microsoft Azure that you can use to implement...
Azure Fabric Azure Databricks
beginner
Mslearn
free
Design and implement data modeling with Azure Databricks
Learn how to design and implement data modeling strategies in Azure Databricks with Unity Catalog, including...
Azure Databricks
intermediate
Mslearn
free
Implement Lakeflow Jobs with Azure Databricks
Learn how to create, configure, schedule, and monitor Lakeflow Jobs in Azure Databricks to automate your data pipelines.
Azure Databricks
intermediate
Mslearn
free
Implement Retrieval Augmented Generation (RAG) with Azure Databricks
Implement Retrieval Augmented Generation (RAG) with Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Understand Azure Databricks Integrations
Learn how Azure Databricks integrates with Microsoft tools and services including Fabric, Power BI, VS Code, Power...
Azure Databricks
intermediate
Mslearn
free
Monitor, troubleshoot and optimize workloads in Azure Databricks
Learn how to monitor cluster consumption, troubleshoot job failures, diagnose Spark performance issues, and...
Azure Databricks
intermediate
Mslearn
free
Train a machine learning model in Azure Databricks
Learn how to train machine learning models using Spark and the MLlib library in Azure Databricks.
Azure Databricks
intermediate
Mslearn
free
Fine-tune language models with Azure Databricks
Fine-tune language models with Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Use MLflow in Azure Databricks
Learn how to use MLflow in Azure Databricks to track machine learning experiments and deploy models.
Azure Databricks
intermediate
Mslearn
free
Build Lakeflow Declarative Pipelines
Learn how to build Lakeflow Declarative Pipelines in Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Perform data analysis with Azure Databricks
Perform data analysis with Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Implement LLMOps in Azure Databricks
Implement LLMOps in Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Implement multi-stage reasoning in Azure Databricks
Implement multi-stage reasoning in Azure Databricks
Azure Databricks
intermediate
Mslearn
free
Secure Unity Catalog objects
Learn how to implement comprehensive security for Unity Catalog objects in Azure Databricks, including access...
Azure Databricks
intermediate