Data and AI platform training

Trainings10,271Hand-checked69

10,271 trainings · 69 hand-checked

Free courses: 40 from 12 vendors, about 111 hours of study

Generative AIFreeBuilding with the Claude APIAnthropic Academy video course on integrating Claude via the API: prompting, tool use, RAG and multimodal input.Anthropic · Self-pacedCourse →AI agentsFreeClaude Code in ActionAnthropic Academy course on steering, configuring, automating and verifying long Claude Code sessions.Anthropic · Self-pacedCourse →AI agentsFreeIntroduction to Model Context ProtocolAnthropic Academy course on building MCP servers and clients in Python using tools, resources and prompts.Anthropic · Self-pacedCourse →Generative AIFreeDeveloping Generative Artificial Intelligence SolutionsDigital primer on the generative AI application lifecycle, from use case and model choice to evaluation and deployment.AWS · Self-paced · 1 h · BeginnerCourse →Machine learningFreeFundamentals of Machine Learning and Artificial IntelligenceDigital course on core AI, ML, deep learning and generative AI terms plus AWS services that use AI and ML.AWS · Self-paced · 1 h · BeginnerCourse →Data engineeringFreeApache Flink® SQLConfluent Developer course on stream processing with Flink SQL, part of Apache Flink.Confluent · Self-paced · 4 h 24 min · BeginnerCourse →Data engineeringFreeApache Kafka® 101Confluent Developer video course introducing Apache Kafka concepts and components for streaming applications.Confluent · Self-paced · 1 h 16 min · BeginnerCourse →Data engineeringFreeConfluent Apache Kafka Fundamentals Course & AccreditationConfluent Training self-paced overview of Kafka and Confluent Platform with a Fundamentals accreditation exam.Confluent · Self-paced · BeginnerCourse →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 AssociateDatabricks · Self-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.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.Databricks · Self-paced · 2 h · BeginnerCourse →Data engineeringFreeAdvanced TestingData testing theory plus custom generic tests, tests from packages, test deployment and test configurations in dbt.Prepares for dbt Analytics Engineering Certificationdbt Labs · Self-paced · 4 hCourse →Data engineeringFreedbt Fundamentals (dbt Studio)Covers connecting dbt to a warehouse and Git, then models, sources, tests, documentation and deployment in dbt Studio.Prepares for dbt Analytics Engineering Certificationdbt Labs · Self-paced · 5 h · BeginnerCourse →Generative AIFreedbt MCP ServerInstall and configure the dbt MCP server locally and use it with dbt Copilot, dbt Insights, Cursor and Claude.dbt Labs · Self-pacedCourse →Data engineeringFreeFast Track to dbt workshopLive virtual workshop that builds a working dbt project in Snowflake with an instructor and a technical assistant.dbt Labs · Instructor-led · 2 hCourse →Data engineeringFreeIncremental ModelsShows how to build dbt models incrementally to cut build times and compute cost.Prepares for dbt Analytics Engineering Certificationdbt Labs · Self-paced · 1 h 30 minCourse →AnalyticsFreeSemantic LayerDefine semantic models and metrics in the dbt Semantic Layer and query them from downstream tools.dbt Labs · Self-paced · 2 h 30 minCourse →AI agentsFreeAgentic AIAndrew Ng course on agentic design patterns: reflection, tool use, planning and multi-agent workflows.DeepLearning.AI · Self-paced · 9 h 55 min · IntermediateCourse →AI agentsFreeClaude Code: A Highly Agentic Coding AssistantDeepLearning.AI short course with Anthropic on agentic coding practices using Claude Code and MCP servers.DeepLearning.AI · Self-paced · 2 h · IntermediateCourse →AI agentsFreeMCP: Build Rich-Context AI Apps with AnthropicDeepLearning.AI short course with Anthropic on building MCP servers and MCP-compatible client applications.DeepLearning.AI · Self-paced · 1 h 58 min · IntermediateCourse →Generative AIFreeReasoning with o1DeepLearning.AI short course with OpenAI on prompting and applying the o1 reasoning model.DeepLearning.AI · Self-paced · 1 h 44 min · IntermediateCourse →Data engineeringFreeBuild a Certification Study Guide: PDE Exam PrepShort course on using Gemini Notebook to build a personal study guide for the Professional Data Engineer exam.Prepares for Professional Data EngineerGoogle Cloud · Self-paced · 1 h · AdvancedCourse →Generative AIFreeIntroduction to Generative AIIntroductory microlearning course on what generative AI is, how it differs from traditional ML and related Google tools.Prepares for Professional Machine Learning EngineerGoogle Cloud · Self-paced · 45 min · BeginnerCourse →Data engineeringFreeServerless Data Processing with Dataflow: FoundationsPart 1 of a 3-course Dataflow series: Apache Beam, the Beam Portability framework and how Dataflow separates compute and storage.Prepares for Professional Data EngineerGoogle Cloud · Self-paced · 3 h · IntermediateCourse →AI agentsFreeAI Agents CourseHugging Face course on building AI agents with smolagents, LlamaIndex and LangGraph, with a free completion certificate.Hugging Face · Self-paced · Weekly paceCourse →Machine learningFreeDeep Reinforcement Learning CourseHugging Face course on deep reinforcement learning with Stable Baselines3, Sample Factory and CleanRL.Hugging Face · Self-paced · Weekly paceCourse →Generative AIFreeLLM CourseHugging Face course on LLMs and NLP using Transformers, Datasets, Tokenizers, Accelerate and the Hub.Hugging Face · Self-paced · Weekly paceCourse →AI agentsFreeModel Context Protocol (MCP) CourseHugging Face course, built with Anthropic, on using and building applications with the Model Context Protocol.Hugging Face · Self-paced · Weekly paceCourse →AI agentsFreeDevelop AI agents on AzureLearn how to develop AI agents on Azure using the Microsoft Foundry Agent Service and Microsoft Agent Framework.Prepares for Microsoft Certified: Azure AI Apps and Agents Developer AssociateMicrosoft · Self-paced · 10 h 42 min · IntermediateCourse →Generative AIFreeGet started with AI applications and agents on AzureLearn how to get started with AI workloads and solutions in Microsoft Foundry.Prepares for Microsoft Certified: Azure AI FundamentalsMicrosoft · Self-paced · 5 h 37 min · BeginnerCourse →Data engineeringFreeImplement a Lakehouse with Microsoft FabricImplement a Lakehouse with Microsoft FabricPrepares for Microsoft Certified: Fabric Data Engineer AssociateMicrosoft · Self-paced · 6 h 58 min · IntermediateCourse →Generative AIFreeImplement Generative AI engineering with Azure DatabricksGenerative Artificial Intelligence (AI) engineering with Azure Databricks uses the platform's capabilities to explore, fine-tune, evaluate, and integrate advanced language models.Microsoft · Self-paced · 6 h 57 min · IntermediateCourse →Machine learningFreeOperationalize machine learning models (MLOps)Learn how to design, train, optimize, automate, deploy, and monitor machine learning models with Azure Machine Learning and GitHub Actions.Prepares for Microsoft Certified: Machine Learning Operations Engineer AssociateMicrosoft · Self-paced · 5 h 44 min · IntermediateCourse →Generative AIFreeMongoDB GenAI DeveloperMongoDB University skills path covering Atlas Vector Search, RAG with MongoDB and AI agents with MongoDB.MongoDB · Self-paced · 2 hCourse →DatabasesFreeMongoDB Python Developer PathMongoDB University learning path on building Python applications with MongoDB, ending in the Associate Developer exam.Prepares for MongoDB Associate DeveloperMongoDB · Self-paced · 20 hCourse →Generative AIFreeAI FoundationsOpenAI Academy course on AI, LLM and ChatGPT basics: instructions, context, reviewing outputs and responsible use.OpenAI · Self-paced · 1 h 10 min · BeginnerCourse →AI agentsFreeDesign and Build Agentic SystemsOpenAI Academy builder course on designing multi-agent systems with clear roles, controlled tools and safe handoffs.OpenAI · Self-paced · 1 h 50 min · IntermediateCourse →Generative AIFreeEvaluate AI ApplicationsOpenAI Academy builder course on building evaluations, diagnosing failures and preventing quality regressions.OpenAI · Self-paced · 1 h 10 min · IntermediateCourse →Data engineeringFreeData Engineering Workshop (Badge 5)Hands-on badge workshop covering date and time types, tasks, pipes and merge statements for Snowflake pipelines.Snowflake · Self-paced · 8 to 12 hoursCourse →Machine learningFreeData Science Workshop (Badge 6)Hands-on badge workshop with Cortex Playground, Cortex Analyst, LLMs, prompt engineering, forecasting and classification.Snowflake · Self-paced · 8 to 12 hoursCourse →
Course
Building with the Claude APIAnthropic Academy video course on integrating Claude via the API: prompting, tool use, RAG and multimodal input.FreeAnthropic
Claude Code in ActionAnthropic Academy course on steering, configuring, automating and verifying long Claude Code sessions.FreeAnthropic
Introduction to Model Context ProtocolAnthropic Academy course on building MCP servers and clients in Python using tools, resources and prompts.FreeAnthropic
Developing Generative Artificial Intelligence SolutionsDigital primer on the generative AI application lifecycle, from use case and model choice to evaluation and deployment.FreeAWS · Beginner · 1 h
Fundamentals of Machine Learning and Artificial IntelligenceDigital course on core AI, ML, deep learning and generative AI terms plus AWS services that use AI and ML.FreeAWS · Beginner · 1 h
Apache Flink® SQLConfluent Developer course on stream processing with Flink SQL, part of Apache Flink.FreeConfluent · Beginner · 4 h 24 min
Apache Kafka® 101Confluent Developer video course introducing Apache Kafka concepts and components for streaming applications.FreeConfluent · Beginner · 1 h 16 min
Confluent Apache Kafka Fundamentals Course & AccreditationConfluent Training self-paced overview of Kafka and Confluent Platform with a Fundamentals accreditation exam.FreeConfluent · Beginner
AI/BI for Data AnalystsSelf-paced course on building AI/BI dashboards and Genie spaces in Databricks SQL, then running them in production.FreeDatabricks · 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.FreeDatabricks · 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.FreeDatabricks · Beginner · 2 h
Advanced TestingData testing theory plus custom generic tests, tests from packages, test deployment and test configurations in dbt.Freedbt Labs · 4 h · prepares for dbt Analytics Engineering Certification
dbt Fundamentals (dbt Studio)Covers connecting dbt to a warehouse and Git, then models, sources, tests, documentation and deployment in dbt Studio.Freedbt Labs · Beginner · 5 h · prepares for dbt Analytics Engineering Certification
dbt MCP ServerInstall and configure the dbt MCP server locally and use it with dbt Copilot, dbt Insights, Cursor and Claude.Freedbt Labs
Fast Track to dbt workshopLive virtual workshop that builds a working dbt project in Snowflake with an instructor and a technical assistant.Freedbt Labs · 2 h
Incremental ModelsShows how to build dbt models incrementally to cut build times and compute cost.Freedbt Labs · 1 h 30 min · prepares for dbt Analytics Engineering Certification
Semantic LayerDefine semantic models and metrics in the dbt Semantic Layer and query them from downstream tools.Freedbt Labs · 2 h 30 min
Agentic AIAndrew Ng course on agentic design patterns: reflection, tool use, planning and multi-agent workflows.FreeDeepLearning.AI · Intermediate · 9 h 55 min
Claude Code: A Highly Agentic Coding AssistantDeepLearning.AI short course with Anthropic on agentic coding practices using Claude Code and MCP servers.FreeDeepLearning.AI · with Anthropic · Intermediate · 2 h
MCP: Build Rich-Context AI Apps with AnthropicDeepLearning.AI short course with Anthropic on building MCP servers and MCP-compatible client applications.FreeDeepLearning.AI · with Anthropic · Intermediate · 1 h 58 min
Reasoning with o1DeepLearning.AI short course with OpenAI on prompting and applying the o1 reasoning model.FreeDeepLearning.AI · with OpenAI · Intermediate · 1 h 44 min
Build a Certification Study Guide: PDE Exam PrepShort course on using Gemini Notebook to build a personal study guide for the Professional Data Engineer exam.FreeGoogle Cloud · Advanced · 1 h · prepares for Professional Data Engineer
Introduction to Generative AIIntroductory microlearning course on what generative AI is, how it differs from traditional ML and related Google tools.FreeGoogle Cloud · Beginner · 45 min · prepares for Professional Machine Learning Engineer
Serverless Data Processing with Dataflow: FoundationsPart 1 of a 3-course Dataflow series: Apache Beam, the Beam Portability framework and how Dataflow separates compute and storage.FreeGoogle Cloud · Intermediate · 3 h · prepares for Professional Data Engineer
AI Agents CourseHugging Face course on building AI agents with smolagents, LlamaIndex and LangGraph, with a free completion certificate.FreeHugging Face · Weekly pace
Deep Reinforcement Learning CourseHugging Face course on deep reinforcement learning with Stable Baselines3, Sample Factory and CleanRL.FreeHugging Face · Weekly pace
LLM CourseHugging Face course on LLMs and NLP using Transformers, Datasets, Tokenizers, Accelerate and the Hub.FreeHugging Face · Weekly pace
Model Context Protocol (MCP) CourseHugging Face course, built with Anthropic, on using and building applications with the Model Context Protocol.FreeHugging Face · Weekly pace
Develop AI agents on AzureLearn how to develop AI agents on Azure using the Microsoft Foundry Agent Service and Microsoft Agent Framework.FreeMicrosoft · Intermediate · 10 h 42 min · prepares for Azure AI Apps and Agents Developer Associate
Get started with AI applications and agents on AzureLearn how to get started with AI workloads and solutions in Microsoft Foundry.FreeMicrosoft · Beginner · 5 h 37 min · prepares for Azure AI Fundamentals
Implement a Lakehouse with Microsoft FabricImplement a Lakehouse with Microsoft FabricFreeMicrosoft · Intermediate · 6 h 58 min · prepares for Fabric Data Engineer Associate
Implement Generative AI engineering with Azure DatabricksGenerative Artificial Intelligence (AI) engineering with Azure Databricks uses the platform's capabilities to explore, fine-tune, evaluate, and integrate advanced language models.FreeMicrosoft · Intermediate · 6 h 57 min
Operationalize machine learning models (MLOps)Learn how to design, train, optimize, automate, deploy, and monitor machine learning models with Azure Machine Learning and GitHub Actions.FreeMicrosoft · Intermediate · 5 h 44 min · prepares for Machine Learning Operations Engineer Associate
MongoDB GenAI DeveloperMongoDB University skills path covering Atlas Vector Search, RAG with MongoDB and AI agents with MongoDB.FreeMongoDB · 2 h
MongoDB Python Developer PathMongoDB University learning path on building Python applications with MongoDB, ending in the Associate Developer exam.FreeMongoDB · 20 h · prepares for MongoDB Associate Developer
AI FoundationsOpenAI Academy course on AI, LLM and ChatGPT basics: instructions, context, reviewing outputs and responsible use.FreeOpenAI · Beginner · 1 h 10 min
Design and Build Agentic SystemsOpenAI Academy builder course on designing multi-agent systems with clear roles, controlled tools and safe handoffs.FreeOpenAI · Intermediate · 1 h 50 min
Evaluate AI ApplicationsOpenAI Academy builder course on building evaluations, diagnosing failures and preventing quality regressions.FreeOpenAI · Intermediate · 1 h 10 min
Data Engineering Workshop (Badge 5)Hands-on badge workshop covering date and time types, tasks, pipes and merge statements for Snowflake pipelines.FreeSnowflake · 8 to 12 hours
Data Science Workshop (Badge 6)Hands-on badge workshop with Cortex Playground, Cortex Analyst, LLMs, prompt engineering, forecasting and classification.FreeSnowflake · 8 to 12 hours

Some free courses charge for the certificate; the course page says so.