 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 |
| 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 |
| 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 |
| 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 |
| 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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