 Building with the Claude APIAnthropic Academy video course on integrating Claude via the API: prompting, tool use, RAG and multimodal input.FreeAnthropic | Self-paced | Not stated | Free | - |
| Claude Code in ActionAnthropic Academy course on steering, configuring, automating and verifying long Claude Code sessions.FreeAnthropic | Self-paced | Not stated | Free | - |
| Introduction to Model Context ProtocolAnthropic Academy course on building MCP servers and clients in Python using tools, resources and prompts.FreeAnthropic | Self-paced | Not stated | Free | - |
 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 | Self-paced | 1 h | Free | - |
| 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 | Self-paced | 1 h | Free | - |
 Apache Flink® SQLConfluent Developer course on stream processing with Flink SQL, part of Apache Flink.FreeConfluent · Beginner · 4 h 24 min | Self-paced | 4 h 24 min | Free | - |
| Apache Kafka® 101Confluent Developer video course introducing Apache Kafka concepts and components for streaming applications.FreeConfluent · Beginner · 1 h 16 min | Self-paced | 1 h 16 min | Free | - |
| Confluent Apache Kafka Fundamentals Course & AccreditationConfluent Training self-paced overview of Kafka and Confluent Platform with a Fundamentals accreditation exam.FreeConfluent · Beginner | Self-paced | Not stated | Free | - |
 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 | Self-paced | 2 h | Free | 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 | Self-paced | 2 h | Free | - |
| 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 | Self-paced | 2 h | Free | - |
 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 | Self-paced | 4 h | Free | 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 | Self-paced | 5 h | Free | 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 | Self-paced | Not stated | Free | - |
| 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 | Instructor-led | 2 h | Free | - |
| 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 | Self-paced | 1 h 30 min | Free | 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 | Self-paced | 2 h 30 min | Free | - |
 Agentic AIAndrew Ng course on agentic design patterns: reflection, tool use, planning and multi-agent workflows.FreeDeepLearning.AI · Intermediate · 9 h 55 min | Self-paced | 9 h 55 min | Free | - |
| 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 | Self-paced | 2 h | Free | - |
| 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 | Self-paced | 1 h 58 min | Free | - |
| 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 | Self-paced | 1 h 44 min | Free | - |
 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 | Self-paced | 1 h | Free | 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 | Self-paced | 45 min | Free | 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 | Self-paced | 3 h | Free | 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 | Self-paced | Weekly pace | Free | - |
| Deep Reinforcement Learning CourseHugging Face course on deep reinforcement learning with Stable Baselines3, Sample Factory and CleanRL.FreeHugging Face · Weekly pace | Self-paced | Weekly pace | Free | - |
| LLM CourseHugging Face course on LLMs and NLP using Transformers, Datasets, Tokenizers, Accelerate and the Hub.FreeHugging Face · Weekly pace | Self-paced | Weekly pace | Free | - |
| Model Context Protocol (MCP) CourseHugging Face course, built with Anthropic, on using and building applications with the Model Context Protocol.FreeHugging Face · Weekly pace | Self-paced | Weekly pace | Free | - |
 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 | Self-paced | 10 h 42 min | Free | Microsoft Certified: 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 | Self-paced | 5 h 37 min | Free | Microsoft Certified: 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 | Self-paced | 6 h 58 min | Free | Microsoft Certified: 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 | Self-paced | 6 h 57 min | Free | - |
| 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 | Self-paced | 5 h 44 min | Free | Microsoft Certified: 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 | Self-paced | 2 h | Free | - |
| 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 | Self-paced | 20 h | Free | 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 | Self-paced | 1 h 10 min | Free | - |
| 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 | Self-paced | 1 h 50 min | Free | - |
| Evaluate AI ApplicationsOpenAI Academy builder course on building evaluations, diagnosing failures and preventing quality regressions.FreeOpenAI · Intermediate · 1 h 10 min | Self-paced | 1 h 10 min | Free | - |
 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 | Self-paced | 8 to 12 hours | Free | - |
| 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 | Self-paced | 8 to 12 hours | Free | - |
| Data Engineering on AWSThree-day classroom course on designing, building and operating data pipelines and analytics solutions on AWS.PaidAWS · Intermediate · 3 days | Instructor-led | 3 days | Paid | - |
| Developing Generative AI Applications on AWSTwo-day classroom course for software developers on building and customizing generative AI solutions on AWS.PaidAWS · Advanced · 2 days | Instructor-led | 2 days | Paid | - |
| Exam Prep: AWS Certified Data Engineer - Associate (DEA-C01)One-day instructor-led review of each DEA-C01 exam domain with exam-style practice questions.PaidAWS · Beginner · 1 day · prepares for AWS Certified Data Engineer - Associate | Instructor-led | 1 day | Paid | AWS Certified Data Engineer - Associate |
| Machine Learning Engineering on AWSThree-day classroom course on ML engineering on AWS, including CI/CD pipelines for ML workflows.PaidAWS · Intermediate · 3 days | Instructor-led | 3 days | Paid | - |
| Confluent Developer Skills for Building Apache Kafka®Confluent instructor-led class on Kafka producers, consumers, Schema Registry, Kafka Connect and Kafka Streams.2000 (no currency)Confluent · prepares for Confluent Certified Developer for Apache Kafka® | Instructor-led | Not stated | 2000 (no currency) | Confluent Certified Developer for Apache Kafka® |
| Advanced Data Engineering with DatabricksProfessional-level class on advanced Spark Declarative Pipelines, data privacy, performance tuning and automated deployment.$1,500Databricks · Advanced · 16 h · prepares for Databricks Certified Data Engineer Professional | Instructor-led | 16 h | $1,500 | 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.$1,500Databricks · Intermediate · 2 days · prepares for Databricks Certified Data Engineer Associate | Instructor-led | 2 days | $1,500 | 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.$1,500Databricks · Intermediate · 2 days · prepares for Databricks Certified Generative AI Engineer Associate | Instructor-led | 2 days | $1,500 | Databricks Certified Generative AI Engineer Associate |
| Introduction to AI and Machine Learning on Google CloudCourse on Google Cloud AI and ML tools across the data-to-AI lifecycle for generative and predictive AI projects.SubscriptionGoogle Cloud · Beginner · 8 h · prepares for Professional Machine Learning Engineer | Self-paced | 8 h | Subscription | Professional Machine Learning Engineer |
| Introduction to Data Engineering on Google CloudOn-demand course on the data engineer role on Google Cloud and the products used to address data engineering challenges.SubscriptionGoogle Cloud · Beginner · 9 h 30 min · prepares for Professional Data Engineer | Self-paced | 9 h 30 min | Subscription | Professional Data Engineer |
| Work with Gemini Models in BigQueryCourse on using Gemini models for generative AI tasks in BigQuery through a CRM use case with SQL and Python notebooks.SubscriptionGoogle Cloud · Intermediate · 3 h · prepares for Professional Data Engineer | Self-paced | 3 h | Subscription | Professional Data Engineer |
| Build AI applications with Azure Cosmos DB (DP-420T00)UnverifiedThis course teaches developers how to create application using the NoSQL API and SDK for Azure Cosmos DB.Via partnersMicrosoft · Intermediate · 4 days · prepares for Azure Cosmos DB AI Developer Associate | Instructor-led | 4 days | Via partners | Microsoft Certified: Azure Cosmos DB AI Developer Associate |
| Build machine learning solutions using Azure Databricks (DP-3014)UnverifiedAzure Databricks is a fully managed, cloud-based data analytics platform, which empowers developers to accelerate AI and innovation by simplifying the process of building enterprise-grade data applications.Via partnersMicrosoft · Intermediate · 1 day | Instructor-led | 1 day | Via partners | - |
| Design and implement multi-agent AI solutions (AI-500T00)UnverifiedThis course focuses on the practical skills needed to architect and develop multi-agent AI solutions using Microsoft Foundry and Azure, validating your ability to design logical architecture for multiVia partnersMicrosoft · Advanced · 4 days · prepares for Multi-Agent AI Solutions Expert | Instructor-led | 4 days | Via partners | Microsoft Certified: Multi-Agent AI Solutions Expert |
| Develop AI agents on Azure (AI-3026)This course is designed to teach participants how to create, deploy, and manage intelligent AI agents using Azure AI Foundry.Via partnersMicrosoft · Intermediate · 1 day | Instructor-led | 1 day | Via partners | - |
| Develop AI apps and agents on Azure (AI-103T00)This course is intended for software developers wanting to build AI infused applications that leverage Microsoft Foundry.Via partnersMicrosoft · Intermediate · 4 days · prepares for Azure AI Apps and Agents Developer Associate | Instructor-led | 4 days | Via partners | Microsoft Certified: Azure AI Apps and Agents Developer Associate |
| Develop AI cloud solutions on Azure (AI-200T00)UnverifiedThis course teaches developers how to create, monitor, and troubleshoot AI solutions on Microsoft Azure.Via partnersMicrosoft · Intermediate · 5 days · prepares for Azure AI Cloud Developer Associate | Instructor-led | 5 days | Via partners | Microsoft Certified: Azure AI Cloud Developer Associate |
| Develop AI-enabled database solutions (DP-800T00)UnverifiedThis course provides students with the knowledge and skills to design and develop AI enabled database solutions across Microsoft SQL platforms, including SQL Server, Azure SQL, and SQL databases in Microsoft Fabric.Via partnersMicrosoft · Intermediate · 3 days · prepares for SQL AI Developer Associate | Instructor-led | 3 days | Via partners | Microsoft Certified: SQL AI Developer Associate |
| Extract insights from visual data on Azure (AI-3008)UnverifiedThis 1‑day course focuses on building intelligent applications that can see, interpret, and reason over images and documents using different multimodal models and agent-based tools.Via partnersMicrosoft · Intermediate · 1 day | Instructor-led | 1 day | Via partners | - |
| Get started with Azure Cosmos DB NoSQL development (DP-3015)UnverifiedThis course teaches developers to utilize Azure Cosmos DB for NoSQL API and SDK.Via partnersMicrosoft · Intermediate · 1 day | Instructor-led | 1 day | Via partners | - |
| Implement a data science and machine learning solution for AI with Microsoft Fabric (DP-604T00)UnverifiedThis course is designed to build practical skills in implementing data science and machine learning solutions using Microsoft Fabric.Via partnersMicrosoft · Beginner · 1 day | Instructor-led | 1 day | Via partners | - |
| Implement a Data Warehouse with Microsoft Fabric (DP-602T00)UnverifiedThis course is designed to build your foundational skills in data engineering on Microsoft Fabric, focusing on data warehouse concepts.Via partnersMicrosoft · Intermediate · 1 day | Instructor-led | 1 day | Via partners | - |
| Implement a Lakehouse with Microsoft Fabric (DP-601T00)UnverifiedThis course is designed to build your foundational skills in data engineering on Microsoft Fabric, focusing on the Lakehouse concept.Via partnersMicrosoft · Intermediate · 1 day | Instructor-led | 1 day | Via partners | - |
| Implement analytics solutions using Microsoft Fabric (DP-600T00)This course covers how to prepare, enrich, and serve data for analysis by consumers such as data analysts, report developers, and AI agents.Via partnersMicrosoft · Advanced · 4 days · prepares for Fabric Analytics Engineer Associate | Instructor-led | 4 days | Via partners | Microsoft Certified: Fabric Analytics Engineer Associate |
| Implement data engineering solutions using Azure Databricks (DP-750T00)Master end-to-end data engineering with Azure Databricks and Unity Catalog.Via partnersMicrosoft · Intermediate · 4 days · prepares for Azure Databricks Data Engineer Associate | Instructor-led | 4 days | Via partners | Microsoft Certified: Azure Databricks Data Engineer Associate |
| Implement data engineering solutions using Microsoft Fabric (DP-700T00)This course covers methods and practices to implement data engineering solutions by using Microsoft Fabric.Via partnersMicrosoft · Intermediate · 4 days · prepares for Fabric Data Engineer Associate | Instructor-led | 4 days | Via partners | Microsoft Certified: Fabric Data Engineer Associate |
| Implement scalable database solutions using Azure SQL (DP-300T00)UnverifiedThis course provides students with the knowledge and skills to create a SQL Server database infrastructure for cloud, on-premises and hybrid relational databases and who work with the Microsoft PaaS rVia partnersMicrosoft · Intermediate · 4 days · prepares for Azure Database Administrator Associate | Instructor-led | 4 days | Via partners | Microsoft Certified: Azure Database Administrator Associate |
| Introduction to AI in Azure (AI-901T00)This course introduces fundamental concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions.Via partnersMicrosoft · Beginner · 1 day · prepares for Azure AI Fundamentals | Instructor-led | 1 day | Via partners | Microsoft Certified: Azure AI Fundamentals |
| Introduction to Microsoft Azure Data (DP-900T00)In this course, students will gain foundational knowledge of core data concepts and related Microsoft Azure data services.Via partnersMicrosoft · Beginner · 1 day · prepares for Azure Data Fundamentals | Instructor-led | 1 day | Via partners | Microsoft Certified: Azure Data Fundamentals |
| Operationalize machine learning and generative AI solutions (AI-300T00)This course prepares learners to design, implement, and operate Machine Learning Operations (MLOps) and Generative AI Operations (GenAIOps) solutions on Azure.Via partnersMicrosoft · Intermediate · 4 days · prepares for Machine Learning Operations Engineer Associate | Instructor-led | 4 days | Via partners | Microsoft Certified: Machine Learning Operations Engineer Associate |
| Prepare and visualize data with Microsoft Power BI (DP-605T00)UnverifiedThis course is designed as an introduction to Power BI for data analysis and reporting.Via partnersMicrosoft · Beginner · 1 day | Instructor-led | 1 day | Via partners | - |
| Query and modify data with Transact-SQL (DP-080T00)UnverifiedThis course will teach the basics of Microsoft's dialect of the standard SQL language: Transact-SQL.Via partnersMicrosoft · Beginner · 2 days | Instructor-led | 2 days | Via partners | - |
| Work smarter with AI (AI-3025)UnverifiedAI is changing how everyday work gets done , helping people find information, make sense of it, create content, and move work forward.Via partnersMicrosoft · Beginner · 1 day | Instructor-led | 1 day | Via partners | - |
| Work smarter with Copilot in Microsoft Fabric (DP-3029)UnverifiedThis course explores how to work smarter with Copilot in Microsoft Fabric.Via partnersMicrosoft · Intermediate · 1 day | Instructor-led | 1 day | Via partners | - |
| DA660: AI and Vector SearchMongoDB instructor-led workshop on vector search concepts and Atlas Vector Search, building an image search site.SubscriptionMongoDB · 1 day | Instructor-led | 1 day | Subscription | - |
| DA680: Building AI Agents with MongoDBMongoDB instructor-led workshop on agent tools, memory, guardrails and evaluation with MongoDB as the data layer.PaidMongoDB · 1 day | Instructor-led | 1 day | Paid | - |
 Building Agentic AI Applications With LLMsNVIDIA DLI instructor-led workshop on building agentic AI applications with LLMs.$500NVIDIA · 8 h | Instructor-led | 8 h | $500 | - |
| Building LLM Applications With Prompt EngineeringNVIDIA DLI self-paced course on building LLM applications with prompt engineering; listed as prep for the NCA-GENL exam.$90NVIDIA · 8 h · prepares for Generative AI LLMs | Self-paced | 8 h | $90 | NVIDIA-Certified Associate: Generative AI LLMs |
| Building RAG Agents With LLMsNVIDIA DLI self-paced course on building retrieval-augmented generation agents with LLMs.$90NVIDIA · 8 h | Self-paced | 8 h | $90 | - |
| Rapid Application Development Using Large Language ModelsNVIDIA DLI self-paced course on rapid LLM application development; recommended training for the NCA-GENL exam.$90NVIDIA · 8 h · prepares for Generative AI LLMs | Self-paced | 8 h | $90 | NVIDIA-Certified Associate: Generative AI LLMs |
| Data Science TrainingThree-day class on data science workloads in Snowflake: ML datasets, open source ML libraries and model deployment.PaidSnowflake · 3 days | Instructor-led | 3 days | Paid | - |
| Snowflake Data Engineer TrainingThree-day role-based class on building data pipelines in Snowflake with lectures, demos and labs.PaidSnowflake · 3 days | Instructor-led | 3 days | Paid | - |
| Snowflake GenAI TrainingClass on using Snowflake GenAI capabilities for insights, natural language apps, coding help and governed AI agents.PaidSnowflake · 2 days | Instructor-led | 2 days | Paid | - |
| SnowPro Core Certification Prep CourseOn-demand review of SnowPro Core exam objectives with video clips, knowledge checks and study links; exam fee not included.PaidSnowflake · 4 h · prepares for SnowPro Core Certification | Self-paced | 4 h | Paid | SnowPro Core Certification |
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