{"id":24067239,"url":"https://github.com/timothywarner/ai900","last_synced_at":"2025-10-12T14:34:16.182Z","repository":{"id":101126559,"uuid":"296017446","full_name":"timothywarner/ai900","owner":"timothywarner","description":"AI-900 Azure AI Fundamentals certification prep (May 2025 exam) - Hands-on demos for O'Reilly \u0026 MS Press courses by Microsoft MVP Tim Warner","archived":false,"fork":false,"pushed_at":"2025-09-02T17:45:08.000Z","size":71576,"stargazers_count":58,"open_issues_count":11,"forks_count":29,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-09-05T11:02:30.848Z","etag":null,"topics":["2025update","ai","ai-900","azure","certification-prep","cognitive-services","openai","oreilly"],"latest_commit_sha":null,"homepage":"https://techtrainertim.com","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/timothywarner.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"docs/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":"docs/SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2020-09-16T11:52:10.000Z","updated_at":"2025-09-02T17:45:12.000Z","dependencies_parsed_at":"2025-04-23T23:04:49.290Z","dependency_job_id":"248093e0-78c4-4542-b1f5-1f84a65cdf27","html_url":"https://github.com/timothywarner/ai900","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/timothywarner/ai900","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Fai900","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Fai900/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Fai900/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Fai900/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/timothywarner","download_url":"https://codeload.github.com/timothywarner/ai900/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Fai900/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273747788,"owners_count":25160652,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["2025update","ai","ai-900","azure","certification-prep","cognitive-services","openai","oreilly"],"created_at":"2025-01-09T12:05:59.121Z","updated_at":"2025-10-12T14:34:16.088Z","avatar_url":"https://github.com/timothywarner.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🤖 ✨ Microsoft Azure AI Fundamentals (AI-900) Certification Prep (2nd Edition)\r\n\r\n![Microsoft Azure AI Fundamentals](images/ai900-cover.png)\r\n\r\n[![Website](https://img.shields.io/badge/Website-TechTrainerTim-blue)](https://techtrainertim.com) [![GitHub](https://img.shields.io/badge/GitHub-timothywarner-blue?logo=github)](https://github.com/timothywarner) [![LinkedIn](https://img.shields.io/badge/LinkedIn-TimothyWarner-blue?logo=linkedin)](https://www.linkedin.com/in/timothywarner)\r\n\r\nShort link: [go.techtrainertim.com/ai900](https://github.com/timothywarner/ai900/)\r\n\r\nWelcome to the official preparation course for the Microsoft Azure AI Fundamentals (AI-900) certification exam. This training program is designed to help you master Azure AI services and achieve certification. 🎯\r\n\r\n## 📝 Exam Information\r\n\r\n- **Name**: Microsoft Azure AI Fundamentals\r\n- **Exam Code**: AI-900\r\n- **Last Updated**: April 24, 2024\r\n- **Official Page**: [Microsoft Learn AI-900](https://learn.microsoft.com/credentials/certifications/azure-ai-fundamentals/)\r\n\r\n## 🎓 Course Overview\r\n\r\nThis course provides hands-on experience and in-depth knowledge of Microsoft Azure AI services, including Azure OpenAI Service, Cognitive Services, Machine Learning, and responsible AI practices.\r\n\r\n## 🎯 Certification Exam Domains\r\n\r\n| Domain                                                    | Weight     |\r\n|------------------------------------------------------------|------------|\r\n| Describe Artificial Intelligence workloads and considerations | 15-20%     |\r\n| Describe fundamental principles of machine learning on Azure  | 20-25%     |\r\n| Describe features of computer vision workloads on Azure       | 15-20%     |\r\n| Describe features of Natural Language Processing workloads    | 15-20%     |\r\n| Describe features of generative AI workloads on Azure         | 15-20%     |\r\n\r\nFor the complete, detailed exam objectives, see [AI-900-exam-objectives.md](./docs/AI-900-exam-objectives.md)\n\nQuick navigation: see the curated [Docs Index](./docs/INDEX.md) for a guided tour of demos, apps, and course materials.\n\r\n## 🎯 Learning Objectives\r\n\r\nBy completing this course, you will:\r\n- 🚀 Understand core AI concepts and Microsoft's approach to responsible AI\r\n- 💻 Gain practical experience with Azure Machine Learning\r\n- 🔍 Implement computer vision solutions using Azure Cognitive Services\r\n- 🗣️ Build natural language processing solutions with Azure services\r\n- 🤖 Create generative AI solutions with Azure OpenAI Service\r\n- 📝 Prepare effectively for the AI-900 certification exam\r\n\r\n## 📚 Official Learning Resources\r\n\r\n### Microsoft Learn Paths\r\n- [Get started with artificial intelligence on Azure](https://docs.microsoft.com/en-us/learn/paths/get-started-with-artificial-intelligence-on-azure/)\r\n- [Create no-code predictive models with Azure Machine Learning](https://docs.microsoft.com/en-us/learn/paths/create-no-code-predictive-models-azure-machine-learning/)\r\n- [Explore computer vision in Microsoft Azure](https://docs.microsoft.com/en-us/learn/paths/explore-computer-vision-microsoft-azure/)\r\n- [Explore natural language processing](https://docs.microsoft.com/en-us/learn/paths/explore-natural-language-processing/)\r\n- [Explore Azure OpenAI Service](https://learn.microsoft.com/en-us/training/paths/explore-azure-openai/)\r\n\r\n### Azure Documentation\r\n- [Azure AI Platform](https://azure.microsoft.com/en-us/overview/ai-platform/)\r\n- [Azure OpenAI Service](https://learn.microsoft.com/en-us/azure/ai-services/openai/)\r\n- [Azure Cognitive Services](https://azure.microsoft.com/en-us/services/cognitive-services/)\r\n- [Azure Machine Learning](https://docs.microsoft.com/en-us/azure/machine-learning/)\r\n- [Microsoft Responsible AI](https://www.microsoft.com/en-us/ai/responsible-ai)\r\n\r\n### Practice Resources\r\n- [Official Microsoft AI-900 Sample Questions](https://learn.microsoft.com/credentials/certifications/resources/practice-assessments)\r\n- [Microsoft Learn AI-900 Practice Assessment](https://learn.microsoft.com/credentials/certifications/azure-ai-fundamentals/practice/assessment?assessment-type=practice\u0026assessmentId=26)\r\n- [Whizlabs AI-900](https://www.whizlabs.com/microsoft-azure-certification-ai-900/)\r\n- [MeasureUp AI-900](https://www.measureup.com/ai-900-microsoft-azure-ai-fundamentals.html)\r\n\r\n## 🛠️ Hands-on Labs \u0026 Demos\r\n\r\nThis repository contains practical demos and hands-on labs for each exam domain:\r\n\r\n- **AI Workloads \u0026 Considerations**: Responsible AI principles, Azure AI services overview\r\n- **Machine Learning on Azure**: Azure ML workspace, automated ML, no-code ML\r\n- **Computer Vision**: Image analysis, face detection, OCR, custom vision\r\n- **Natural Language Processing**: Text analytics, translator, language understanding\r\n- **Generative AI**: Azure OpenAI Service, prompt engineering, responsible AI practices\r\n\r\n## 📋 Prerequisites\r\n\r\n- 💻 Basic understanding of cloud computing concepts\r\n- 🌐 Familiarity with Microsoft Azure (helpful but not required)\r\n- 🔑 Microsoft Azure subscription (free trial or paid)\r\n- 📝 Interest in artificial intelligence and machine learning\r\n\r\n## 👨‍🏫 Instructor Contact\r\n\r\n- **Name:** Tim Warner\r\n- **Title:** Microsoft MVP \u0026 Certified Trainer\r\n- **Website:** [techtrainertim.com](https://techtrainertim.com)\r\n- **GitHub:** [@timothywarner](https://github.com/timothywarner)\r\n- **LinkedIn:** [Timothy Warner](https://linkedin.com/in/timothywarner)\r\n- **Twitter:** [@TechTrainerTim](https://twitter.com/TechTrainerTim)\r\n- **YouTube:** [Tech Trainer Tim](https://youtube.com/c/TimothyWarner)\r\n- **Email:** [tim@techtrainertim.com](mailto:tim@techtrainertim.com)\r\n- **Microsoft Learn:** [TimothyWarner](https://learn.microsoft.com/users/timothywarner/transcript)\r\n\r\n## 💬 License\r\n\r\nThis course material is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftimothywarner%2Fai900","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftimothywarner%2Fai900","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftimothywarner%2Fai900/lists"}