Data and AI platform training

Trainings10,271Hand-checked69

10,271 trainings · 69 hand-checked

Databricks training

Databricks Academy · 171 trainings, 103 free · 121 retired kept

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Databricks Academy: self-paced courses and instructor-led classes for the Data Intelligence Platform, Spark, Delta Lake and generative AI.

Full catalog

Read Nov 2026
Data engineeringPaidApache Spark Programming with DatabricksA 16-hour intermediate live class on data engineering.since 2024Open ↗GenAI and LLMsPaidGenerative AI Engineering with DatabricksA 16-hour intermediate live class on generative AI and LLMs.since 2024Open ↗Machine learningFreeIntroduction to Python for Data Science and Data EngineeringA 5-hour beginner course on machine learning and data science.since 2024Open ↗Machine learningPaidIntroduction to Python for Data Science and Data EngineeringA 12-hour intermediate live class on machine learning and data science.since 2024Open ↗Admin and costFreeGet Started with Databricks Platform AdministrationA 2-hour beginner course on administration and cost.since 2024Open ↗Admin and costFreeGet Started with Databricks Platform AdministrationA 2-hour beginner live class on administration and cost.since 2024Open ↗Data engineeringPaidAdvanced Data Engineering with DatabricksA 16-hour advanced live class on data engineering.since 2023Open ↗Data engineeringPaidData Engineering with DatabricksA 16-hour intermediate live class on data engineering.since 2022Open ↗Data engineeringFreeAdvanced Techniques with Apache Spark Declarative PipelinesA 2-hour advanced course on data engineering.Open ↗Data engineeringPaidAdvanced Techniques with Apache Spark Declarative PipelinesA 4-hour advanced live class on data engineering.Open ↗GenAI and LLMsFreeAI Agent Fundamentals AccreditationA 30-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsPaidAI Agents and Long-Term Memory on LakebaseA 1-hour intermediate course on generative AI and LLMs.Open ↗SQL and analyticsFreeAnswering Business Questions with Databricks GenieA 2-hour beginner course on SQL, analytics and BI.Open ↗Admin and costFreeAWS Databricks Cloud IntegrationsA 1-hour intermediate course on administration and cost.Open ↗Governance and securityFreeAWS Databricks Networking and Security FundamentalsA 1-hour beginner course on governance and security.Open ↗Admin and costFreeAWS Databricks Platform Administration FundamentalsA 1-hour beginner course on administration and cost.Open ↗OtherFreeAWS Databricks Platform ArchitectA 6-hour intermediate course.Open ↗DatabasesFreeBuild an App with Lakebase from a DevHub TemplateA 1.5-hour intermediate course on databases.Open ↗Data engineeringFreeBuild Data Pipelines with Apache Spark Declarative PipelinesA 2-hour intermediate course on data engineering.Open ↗Data engineeringPaidBuild Data Pipelines with Apache Spark Declarative PipelinesA 4-hour intermediate live class on data engineering.Open ↗AI agentsFreeBuilding Agentic Applications on DatabricksA 2-hour intermediate course on AI agents.Open ↗AI agentsPaidBuilding Agentic Applications on DatabricksA 4-hour intermediate live class on AI agents.Open ↗SQL and analyticsFreeBuilding Databricks Apps with Genie Code and LakebaseA 2-hour intermediate course on SQL, analytics and BI.Open ↗SQL and analyticsPaidBuilding Databricks Apps with Genie Code and LakebaseA 4-hour intermediate live class on SQL, analytics and BI.Open ↗GenAI and LLMsFreeBuilding Persistent Memory for AI Agents with Lakebase on DatabricksA 4-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding RAG Agents with Agent BricksA 2-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsPaidBuilding RAG Agents with Agent BricksA 4-hour intermediate live class on generative AI and LLMs.Open ↗SQL and analyticsFreeBusiness Impact Accelerator: Answering Business Questions with GenieA 3-hour beginner live class on SQL, analytics and BI.Open ↗AI agentsPaidContext Is Everything: Lakebase Agent MemoryA 2-hour intermediate course on AI agents.Open ↗SQL and analyticsPaidCost Control and Budget Management for Multiple BUsA 4-hour intermediate course on SQL, analytics and BI.Open ↗SQL and analyticsPaidCost, Security, and Governance for LakebaseA 1-hour intermediate course on SQL, analytics and BI.Open ↗SQL and analyticsFreeData Analytics FundamentalsA 1-hour beginner course on SQL, analytics and BI.Open ↗Getting startedFreeData Intelligence Platform FundamentalsA 1-hour beginner course for getting started.Open ↗SQL and analyticsPaidDatabricks Apps with LakebaseA 1-hour intermediate course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeDatabricks Get Started Days (Data Engineering + Generative AI)A 4-hour beginner live class on generative AI and LLMs.Open ↗Machine learningFreeDatabricks Get Started Days (Data Engineering + Machine Learning)A 4-hour beginner live class on machine learning and data science.Open ↗Data engineeringFreeDatabricks Get Started Days (Data Engineering + SQL Analytics and BI)A 4-hour beginner live class on data engineering.Open ↗GenAI and LLMsFreeDatabricks Get Started Days (Lakebase + AI Agents)A 4-hour beginner live class on generative AI and LLMs.Open ↗Data engineeringFreeDatabricks Get Started Days (Lakehouse Architecture + Data Warehousing)A 4-hour beginner live class on data engineering.Open ↗Admin and costFreeDatabricks Platform AdministrationA 6-hour intermediate course on administration and cost.Open ↗AI agentsFreeDeploying and Monitoring Agent Applications on DatabricksA 2-hour intermediate course on AI agents.Open ↗AI agentsPaidDeploying and Monitoring Agent Applications on DatabricksA 4-hour intermediate live class on AI agents.Open ↗SQL and analyticsPaidExternal Apps with Lakebase: SDKs and Production PatternsA 1-hour intermediate course on SQL, analytics and BI.Open ↗DatabasesPaidFirst Steps with Lakebase AutoscalingA 1-hour intermediate course on databases.Open ↗Admin and costFreeGCP Databricks Cloud IntegrationsA 1-hour intermediate course on administration and cost.Open ↗Admin and costFreeGCP Databricks Platform Administration FundamentalsA 1-hour beginner course on administration and cost.Open ↗Data engineeringFreeGet Started with Databricks AppsA 1-hour beginner course on data engineering.Open ↗Data engineeringFreeGet Started with Databricks AppsA 2-hour beginner live class on data engineering.Open ↗Getting startedFreeGet Started with Databricks: End to EndA 2-hour beginner course for getting started.Open ↗Getting startedFreeGet Started with Databricks: End to EndA 2-hour beginner live class for getting started.Open ↗
Training
Apache Spark Programming with DatabricksA 16-hour intermediate live class on data engineering.
Generative AI Engineering with DatabricksA 16-hour intermediate live class on generative AI and LLMs.
Introduction to Python for Data Science and Data EngineeringA 5-hour beginner course on machine learning and data science.
Introduction to Python for Data Science and Data EngineeringA 12-hour intermediate live class on machine learning and data science.
Get Started with Databricks Platform AdministrationA 2-hour beginner course on administration and cost.
Get Started with Databricks Platform AdministrationA 2-hour beginner live class on administration and cost.
Advanced Data Engineering with DatabricksA 16-hour advanced live class on data engineering.
Data Engineering with DatabricksA 16-hour intermediate live class on data engineering.
Advanced Techniques with Apache Spark Declarative PipelinesA 2-hour advanced course on data engineering.
Advanced Techniques with Apache Spark Declarative PipelinesA 4-hour advanced live class on data engineering.
AI Agent Fundamentals AccreditationA 30-minute beginner course on generative AI and LLMs.
AI Agents and Long-Term Memory on LakebaseA 1-hour intermediate course on generative AI and LLMs.
Answering Business Questions with Databricks GenieA 2-hour beginner course on SQL, analytics and BI.
AWS Databricks Cloud IntegrationsA 1-hour intermediate course on administration and cost.
AWS Databricks Networking and Security FundamentalsA 1-hour beginner course on governance and security.
AWS Databricks Platform Administration FundamentalsA 1-hour beginner course on administration and cost.
AWS Databricks Platform ArchitectA 6-hour intermediate course.
Build an App with Lakebase from a DevHub TemplateA 1.5-hour intermediate course on databases.
Build Data Pipelines with Apache Spark Declarative PipelinesA 2-hour intermediate course on data engineering.
Build Data Pipelines with Apache Spark Declarative PipelinesA 4-hour intermediate live class on data engineering.
Building Agentic Applications on DatabricksA 2-hour intermediate course on AI agents.
Building Agentic Applications on DatabricksA 4-hour intermediate live class on AI agents.
Building Databricks Apps with Genie Code and LakebaseA 2-hour intermediate course on SQL, analytics and BI.
Building Databricks Apps with Genie Code and LakebaseA 4-hour intermediate live class on SQL, analytics and BI.
Building Persistent Memory for AI Agents with Lakebase on DatabricksA 4-hour intermediate course on generative AI and LLMs.
Building RAG Agents with Agent BricksA 2-hour intermediate course on generative AI and LLMs.
Building RAG Agents with Agent BricksA 4-hour intermediate live class on generative AI and LLMs.
Business Impact Accelerator: Answering Business Questions with GenieA 3-hour beginner live class on SQL, analytics and BI.
Context Is Everything: Lakebase Agent MemoryA 2-hour intermediate course on AI agents.
Cost Control and Budget Management for Multiple BUsA 4-hour intermediate course on SQL, analytics and BI.
Cost, Security, and Governance for LakebaseA 1-hour intermediate course on SQL, analytics and BI.
Data Analytics FundamentalsA 1-hour beginner course on SQL, analytics and BI.
Data Intelligence Platform FundamentalsA 1-hour beginner course for getting started.
Databricks Apps with LakebaseA 1-hour intermediate course on SQL, analytics and BI.
Databricks Get Started Days (Data Engineering + Generative AI)A 4-hour beginner live class on generative AI and LLMs.
Databricks Get Started Days (Data Engineering + Machine Learning)A 4-hour beginner live class on machine learning and data science.
Databricks Get Started Days (Data Engineering + SQL Analytics and BI)A 4-hour beginner live class on data engineering.
Databricks Get Started Days (Lakebase + AI Agents)A 4-hour beginner live class on generative AI and LLMs.
Databricks Get Started Days (Lakehouse Architecture + Data Warehousing)A 4-hour beginner live class on data engineering.
Databricks Platform AdministrationA 6-hour intermediate course on administration and cost.
Deploying and Monitoring Agent Applications on DatabricksA 2-hour intermediate course on AI agents.
Deploying and Monitoring Agent Applications on DatabricksA 4-hour intermediate live class on AI agents.
External Apps with Lakebase: SDKs and Production PatternsA 1-hour intermediate course on SQL, analytics and BI.
First Steps with Lakebase AutoscalingA 1-hour intermediate course on databases.
GCP Databricks Cloud IntegrationsA 1-hour intermediate course on administration and cost.
GCP Databricks Platform Administration FundamentalsA 1-hour beginner course on administration and cost.
Get Started with Databricks AppsA 1-hour beginner course on data engineering.
Get Started with Databricks AppsA 2-hour beginner live class on data engineering.
Get Started with Databricks: End to EndA 2-hour beginner course for getting started.
Get Started with Databricks: End to EndA 2-hour beginner live class for getting started.

Added and retired by year

YearAddedRetired
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2019 or before00
No earlier recordfirst read by Training, Sep 202663

108 come from the first Internet Archive copy of the page; 63 have no record before Training first read them. Retired counts items the archive saw that are no longer listed.

Courses tracked in detail

AnalyticsFreeAI/BI for Data AnalystsSelf-paced course on building AI/BI dashboards and Genie spaces in Databricks SQL, then running them in production.Prepares for Databricks Certified Data Analyst AssociateSelf-paced · 2 h · IntermediateCourse →Generative AIFreeGenerative AI FundamentalsOn-demand primer on what generative AI can do, where it adds business value and how to apply it securely on Databricks.Self-paced · 2 h · BeginnerCourse →Data engineeringFreeGet Started with Databricks for Data EngineeringIntro course: create Delta Lake tables, ingest data, build a Medallion pipeline and schedule it with Lakeflow Jobs.Self-paced · 2 h · BeginnerCourse →Data engineering$1,500Advanced Data Engineering with DatabricksProfessional-level class on advanced Spark Declarative Pipelines, data privacy, performance tuning and automated deployment.Prepares for Databricks Certified Data Engineer ProfessionalInstructor-led · 16 h · AdvancedCourse →Data engineering$1,500Data Engineering with DatabricksInstructor-led course on ingestion with Lakeflow Connect, Lakeflow Jobs, Spark Declarative Pipelines and DevOps for data engineers.Prepares for Databricks Certified Data Engineer AssociateInstructor-led · 2 days · IntermediateCourse →Generative AI$1,500Generative AI Engineering with DatabricksFour four-hour modules on RAG agents with Agent Bricks, agentic apps, agent evaluation and deploying agents on Databricks.Prepares for Databricks Certified Generative AI Engineer AssociateInstructor-led · 2 days · IntermediateCourse →
Course
AI/BI for Data AnalystsSelf-paced course on building AI/BI dashboards and Genie spaces in Databricks SQL, then running them in production.FreeAnalytics · Intermediate · 2 h · prepares for Databricks Certified Data Analyst Associate
Generative AI FundamentalsOn-demand primer on what generative AI can do, where it adds business value and how to apply it securely on Databricks.FreeGenerative AI · Beginner · 2 h
Get Started with Databricks for Data EngineeringIntro course: create Delta Lake tables, ingest data, build a Medallion pipeline and schedule it with Lakeflow Jobs.FreeData engineering · Beginner · 2 h
Advanced Data Engineering with DatabricksProfessional-level class on advanced Spark Declarative Pipelines, data privacy, performance tuning and automated deployment.$1,500Data engineering · Advanced · 16 h · prepares for Databricks Certified Data Engineer Professional
Data Engineering with DatabricksInstructor-led course on ingestion with Lakeflow Connect, Lakeflow Jobs, Spark Declarative Pipelines and DevOps for data engineers.$1,500Data engineering · Intermediate · 2 days · prepares for Databricks Certified Data Engineer Associate
Generative AI Engineering with DatabricksFour four-hour modules on RAG agents with Agent Bricks, agentic apps, agent evaluation and deploying agents on Databricks.$1,500Generative AI · Intermediate · 2 days · prepares for Databricks Certified Generative AI Engineer Associate

Certifications these courses prepare for

Certification1 course, 1 freeDatabricks Certified Data Analyst AssociatePrep courses →Certification1 courseDatabricks Certified Data Engineer AssociatePrep courses →Certification1 courseDatabricks Certified Data Engineer ProfessionalPrep courses →Certification1 courseDatabricks Certified Generative AI Engineer AssociatePrep courses →
CertificationCoursesFree
Databricks Certified Data Analyst Associate11
Databricks Certified Data Engineer Associate10
Databricks Certified Data Engineer Professional10
Databricks Certified Generative AI Engineer Associate10
About Databricks training

Databricks Academy: self-paced courses and instructor-led classes for the Data Intelligence Platform, Spark, Delta Lake and generative AI.

Full catalog read from databricks.com, last on Nov 4, 2026.