├── .claude └── settings.local.json ├── .copilotignore ├── .gitattributes ├── .github ├── CODEOWNERS ├── ISSUE_TEMPLATE │ ├── 01_BUG_REPORT.md │ ├── 02_FEATURE_REQUEST.md │ ├── 03_CODEBASE_IMPROVEMENT.md │ └── config.yml └── PULL_REQUEST_TEMPLATE.md ├── .gitignore ├── AGENTS.md ├── AI-900-CORE-RESOURCES.md ├── AZURE-AI-SETUP-PUNCHLIST.md ├── Audio-Video ├── Intro.mp4 ├── LightOff.wav ├── LightOn.wav ├── RainSpain.wav ├── Stats.mp4 ├── narration.wav ├── vid.mp4 └── whatstheweatherlike.wav ├── CONTRIBUTING.md ├── CSV ├── HVAC.csv ├── bankmarketing_train.csv ├── feature-selection.xlsx └── tweets.csv ├── DISCUSSION-TEMPLATE.md ├── LICENSE ├── OCR ├── Gettysburg.txt ├── Invoice_1.pdf ├── Invoice_1.pdf.labels.json ├── Invoice_1.pdf.ocr.json ├── Invoice_2.pdf ├── Invoice_3.pdf ├── Invoice_4.pdf ├── Invoice_5.pdf ├── Invoice_6.pdf ├── Invoice_7.pdf ├── KennedyInaugural.txt ├── business-card-english.jpg ├── contoso-allinone-receipt.jpg ├── contoso-receipt.png ├── ocrtest-clean.png └── ocrtest-noisy.jpg ├── OLD-REPO ├── .claude │ └── settings.local.json ├── .copilotignore ├── .cursorignore ├── .env.example ├── .github │ ├── CODEOWNERS │ ├── ISSUE_TEMPLATE │ │ ├── 01_BUG_REPORT.md │ │ ├── 02_FEATURE_REQUEST.md │ │ ├── 03_CODEBASE_IMPROVEMENT.md │ │ └── config.yml │ ├── PULL_REQUEST_TEMPLATE.md │ ├── dependabot.yml │ ├── security.md │ └── workflows │ │ ├── codeql.yml │ │ └── dependency-review.yml ├── .gitignore ├── ai900.code-workspace ├── app.js ├── app.js.backup ├── apps │ ├── analyze-image-node-rest │ │ ├── analyze-image.js │ │ └── package-lock.json │ ├── autoprice.py │ ├── azure_bots │ │ └── my-chat-bot │ │ │ ├── .eslintrc.js │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── bot.js │ │ │ ├── deploymentTemplates │ │ │ ├── new-rg-parameters.json │ │ │ ├── preexisting-rg-parameters.json │ │ │ ├── template-with-new-rg.json │ │ │ └── template-with-preexisting-rg.json │ │ │ ├── index.js │ │ │ ├── package-lock.json │ │ │ └── package.json │ └── compvision-js-sdk │ │ ├── ComputerVisionQuickstart.js │ │ ├── MultiLingual (1).png │ │ ├── MultiLingual.png │ │ ├── celebrities.jpg │ │ ├── faces.jpg │ │ ├── handwritten_text (1).jpg │ │ ├── handwritten_text.jpg │ │ ├── image.jpg │ │ ├── landmark.jpg │ │ ├── make_things_happen.jpg │ │ ├── package-lock.json │ │ ├── package.json │ │ ├── printed_text.jpg │ │ ├── quickstart-output.txt │ │ ├── red-shirt-logo.jpg │ │ ├── sample16.png │ │ ├── sample2.jpg │ │ └── thumb.png ├── assets │ ├── Audio-Video │ │ ├── Intro.mp4 │ │ ├── LightOff.wav │ │ ├── LightOn.wav │ │ ├── RainSpain.wav │ │ ├── Stats.mp4 │ │ ├── narration.wav │ │ ├── vid.mp4 │ │ └── whatstheweatherlike.wav │ ├── CSV │ │ ├── HVAC.csv │ │ ├── bankmarketing_train.csv │ │ ├── feature-selection.xlsx │ │ └── tweets.csv │ ├── OCR │ │ ├── Gettysburg.txt │ │ ├── Invoice_1.pdf │ │ ├── Invoice_1.pdf.labels.json │ │ ├── Invoice_1.pdf.ocr.json │ │ ├── Invoice_2.pdf │ │ ├── Invoice_3.pdf │ │ ├── Invoice_4.pdf │ │ ├── Invoice_5.pdf │ │ ├── Invoice_6.pdf │ │ ├── Invoice_7.pdf │ │ ├── KennedyInaugural.txt │ │ ├── business-card-english.jpg │ │ ├── contoso-allinone-receipt.jpg │ │ ├── contoso-receipt.png │ │ ├── ocrtest-clean.png │ │ └── ocrtest-noisy.jpg │ ├── People │ │ ├── celebrity01.jpg │ │ ├── me.png │ │ └── satya.jpg │ ├── Places │ │ └── landmark01.jpg │ ├── QnAMaker │ │ ├── basic-knowledge-base.tsv │ │ └── online-source.txt │ └── Things │ │ ├── Carrot1.JPG │ │ ├── Carrot2.JPG │ │ ├── Carrot3.JPG │ │ ├── Carrot4.JPG │ │ ├── Carrot5.JPG │ │ ├── Carrot6.JPG │ │ ├── Carrot7.JPG │ │ ├── Carrot8.JPG │ │ ├── Carrot9.JPG │ │ └── product-placement.png ├── coverage │ ├── app.js.html │ ├── base.css │ ├── block-navigation.js │ ├── favicon.png │ ├── index.html │ ├── lcov-report │ │ ├── app.js.html │ │ ├── base.css │ │ ├── block-navigation.js │ │ ├── favicon.png │ │ ├── index.html │ │ ├── prettify.css │ │ ├── prettify.js │ │ ├── sort-arrow-sprite.png │ │ ├── sorter.js │ │ └── web-server.js.html │ ├── lcov.info │ ├── prettify.css │ ├── prettify.js │ ├── sort-arrow-sprite.png │ ├── sorter.js │ └── web-server.js.html ├── docs │ ├── CODE_OF_CONDUCT.md │ ├── CONTRIBUTING.md │ ├── README.md │ ├── SECURITY.md │ ├── archive │ │ ├── course-toc.md │ │ ├── current-concerns.md │ │ └── lessons │ │ │ ├── lesson-01 │ │ │ └── content-moderation-demo.py │ │ │ ├── lesson-02 │ │ │ └── responsible-ai-checklist.md │ │ │ ├── lesson-03 │ │ │ ├── bankmarketing_train.csv │ │ │ └── ml-classification-demo.ipynb │ │ │ ├── lesson-04 │ │ │ ├── README_ContrastStudy.md │ │ │ ├── azure-ml-demo.md │ │ │ ├── bad_data.csv │ │ │ └── good_data.csv │ │ │ ├── lesson-05 │ │ │ └── computer-vision-analysis.py │ │ │ ├── lesson-06 │ │ │ └── language-analysis-demo.py │ │ │ ├── lesson-07 │ │ │ └── generative-ai-demo.md │ │ │ └── lesson-08 │ │ │ ├── README.md │ │ │ ├── azure-openai-quickstart.js │ │ │ └── sample.env │ ├── development │ │ ├── CLAUDE.md │ │ ├── CONTRIBUTING.md │ │ └── repo-organization.md │ ├── exam-resources │ │ ├── AI-900-cert-study-blueprint.md │ │ ├── AI-900-exam-objectives.md │ │ ├── AI-900-just-the-facts.md │ │ ├── ai-900-may-2025-od.md │ │ └── ai900-objective-domain.md │ └── images │ │ └── logo.svg ├── github-cli.ps1 ├── images │ ├── ai900-cover-slide-2025.png │ ├── ai900-cover.png │ └── cover.png ├── scripts │ └── dismiss-demo-alerts.sh ├── tests │ ├── setup.js │ ├── smoke.test.js │ └── unit │ │ ├── app.test.js │ │ └── web-server.test.js └── uploads │ └── 40d3c88ce9919de55044424287ee14f5 ├── People ├── celebrity01.jpg ├── me.png └── satya.jpg ├── Places └── landmark01.jpg ├── QnAMaker ├── basic-knowledge-base.tsv └── online-source.txt ├── README.md ├── Things ├── Carrot1.JPG ├── Carrot2.JPG ├── Carrot3.JPG ├── Carrot4.JPG ├── Carrot5.JPG ├── Carrot6.JPG ├── Carrot7.JPG ├── Carrot8.JPG ├── Carrot9.JPG └── product-placement.png ├── ai900-practice-question-prompt.txt ├── ai900.code-workspace ├── apps ├── analyze-image-node-rest │ ├── .env.example │ ├── README.md │ ├── analyze-image.js │ └── package-lock.json ├── autoprice.py ├── azure_bots │ └── my-chat-bot │ │ ├── .env.example │ │ ├── .eslintrc.js │ │ ├── .gitignore │ │ ├── README.md │ │ ├── bot.js │ │ ├── deploymentTemplates │ │ ├── new-rg-parameters.json │ │ ├── preexisting-rg-parameters.json │ │ ├── template-with-new-rg.json │ │ └── template-with-preexisting-rg.json │ │ ├── index.js │ │ ├── package-lock.json │ │ └── package.json └── compvision-js-sdk │ ├── .env.example │ ├── ComputerVisionQuickstart.js │ ├── MultiLingual (1).png │ ├── MultiLingual.png │ ├── README.md │ ├── celebrities.jpg │ ├── faces.jpg │ ├── handwritten_text (1).jpg │ ├── handwritten_text.jpg │ ├── image.jpg │ ├── landmark.jpg │ ├── make_things_happen.jpg │ ├── package-lock.json │ ├── package.json │ ├── printed_text.jpg │ ├── quickstart-output.txt │ ├── red-shirt-logo.jpg │ ├── sample16.png │ ├── sample2.jpg │ └── thumb.png ├── bankmarketing_train.csv ├── bicep ├── README.md ├── main.bicep ├── modules │ ├── ai-services.bicep │ ├── app-insights.bicep │ ├── document-intelligence.bicep │ ├── key-vault.bicep │ ├── log-analytics.bicep │ ├── machine-learning.bicep │ ├── openai.bicep │ ├── search-service.bicep │ └── storage-account.bicep └── parameters │ ├── dev.bicepparam │ └── prod.bicepparam ├── course-plan.md ├── demos ├── hour-1-ai-fundamentals │ └── README.md ├── hour-2-machine-learning │ └── README.md ├── hour-3-computer-vision │ ├── README.md │ ├── document-intelligence-demo.py │ └── image-analysis-demo.md ├── hour-4-nlp │ └── README.md └── hour-5-generative-ai │ ├── README.md │ ├── advanced-prompt-engineering.py │ └── rag-pattern-demo.py ├── docs ├── AI-900-PRACTICE-QUESTIONS-SET2.md ├── AI-900-PRACTICE-QUESTIONS.md ├── AI-900-cert-study-blueprint.md ├── AI-900-exam-objectives.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── INDEX.md ├── LEARNING_RESOURCES.md ├── MCP-DOCS-SERVER-GUIDE.md ├── PRACTICE-QUESTIONS-GUIDE.md ├── SECURITY.md ├── ai900-objective-domain.md ├── course-plan.md ├── course-toc.md ├── images │ └── logo.svg └── repo-organization.md ├── exam-metadata └── ai-900-exam-objectives.md ├── images ├── ai900-cover.png ├── copilot-cover.png └── cover.png ├── link-validation-report.txt ├── model-repo ├── .copilotignore ├── .cursorrules ├── .github │ ├── copilot-instructions.md │ ├── copilot │ │ ├── BEST_PRACTICES.md │ │ ├── CHAT_EXAMPLES.md │ │ ├── reference-examples.md │ │ └── workspace-config.json │ └── workflows │ │ ├── codeql-analysis.yml │ │ └── readme-checker.yml ├── .gitignore ├── NOTEBOOK.md ├── README.md ├── azd-scaffold-examples.md ├── azd-scaffold-examples.sh ├── code-matching-example.png ├── copilot-cert-prep-2.code-workspace ├── course-plan.md ├── custom-instructions-sample.txt ├── demos │ ├── 11 │ │ ├── README.md │ │ ├── app.py │ │ ├── config.py │ │ ├── migration-plan.md │ │ ├── requirements.txt │ │ └── tims-notebook.md │ ├── 12 │ │ └── node-express-azure │ │ │ ├── .devcontainer │ │ │ └── devcontainer.json │ │ │ ├── .gitattributes │ │ │ ├── .github │ │ │ ├── dependabot.yml │ │ │ └── workflows │ │ │ │ ├── azure.yml │ │ │ │ └── node.js.yml │ │ │ ├── .gitignore │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── app.js │ │ │ ├── azure-pipelines-2.yml │ │ │ ├── azure-pipelines.yml │ │ │ ├── azuredeploy.json │ │ │ ├── config.js │ │ │ ├── debug-solution.txt │ │ │ ├── node-express-azure.code-workspace │ │ │ ├── package-lock.json │ │ │ ├── package.json │ │ │ ├── prompt.txt │ │ │ ├── public │ │ │ ├── assets │ │ │ │ ├── css │ │ │ │ │ ├── font-awesome.min.css │ │ │ │ │ ├── images │ │ │ │ │ │ └── intro.svg │ │ │ │ │ ├── main.css │ │ │ │ │ └── noscript.css │ │ │ │ ├── fonts │ │ │ │ │ ├── FontAwesome.otf │ │ │ │ │ ├── fontawesome-webfont.eot │ │ │ │ │ ├── fontawesome-webfont.svg │ │ │ │ │ ├── fontawesome-webfont.ttf │ │ │ │ │ ├── fontawesome-webfont.woff │ │ │ │ │ └── fontawesome-webfont.woff2 │ │ │ │ ├── js │ │ │ │ │ ├── breakpoints.min.js │ │ │ │ │ ├── browser.min.js │ │ │ │ │ ├── jquery.min.js │ │ │ │ │ ├── jquery.scrollex.min.js │ │ │ │ │ ├── jquery.scrolly.min.js │ │ │ │ │ ├── main.js │ │ │ │ │ └── util.js │ │ │ │ └── sass │ │ │ │ │ ├── base │ │ │ │ │ ├── _page.scss │ │ │ │ │ ├── _reset.scss │ │ │ │ │ └── _typography.scss │ │ │ │ │ ├── components │ │ │ │ │ ├── _actions.scss │ │ │ │ │ ├── _box.scss │ │ │ │ │ ├── _button.scss │ │ │ │ │ ├── _contact.scss │ │ │ │ │ ├── _features.scss │ │ │ │ │ ├── _form.scss │ │ │ │ │ ├── _icon.scss │ │ │ │ │ ├── _icons.scss │ │ │ │ │ ├── _image.scss │ │ │ │ │ ├── _list.scss │ │ │ │ │ ├── _menu.scss │ │ │ │ │ ├── _row.scss │ │ │ │ │ ├── _section.scss │ │ │ │ │ ├── _split.scss │ │ │ │ │ ├── _spotlights.scss │ │ │ │ │ ├── _table.scss │ │ │ │ │ └── _wrapper.scss │ │ │ │ │ ├── layout │ │ │ │ │ ├── _footer.scss │ │ │ │ │ ├── _header.scss │ │ │ │ │ ├── _intro.scss │ │ │ │ │ ├── _sidebar.scss │ │ │ │ │ └── _wrapper.scss │ │ │ │ │ ├── libs │ │ │ │ │ ├── _breakpoints.scss │ │ │ │ │ ├── _functions.scss │ │ │ │ │ ├── _html-grid.scss │ │ │ │ │ ├── _mixins.scss │ │ │ │ │ ├── _vars.scss │ │ │ │ │ └── _vendor.scss │ │ │ │ │ ├── main.scss │ │ │ │ │ └── noscript.scss │ │ │ └── images │ │ │ │ ├── pic01.jpg │ │ │ │ ├── pic02.jpg │ │ │ │ ├── pic03.jpg │ │ │ │ ├── pic04.jpg │ │ │ │ ├── pic05.jpg │ │ │ │ └── pic06.jpg │ │ │ ├── routes │ │ │ ├── contact.js │ │ │ ├── index.js │ │ │ └── who.js │ │ │ ├── sqltest.js │ │ │ ├── test │ │ │ ├── contact_test.js │ │ │ ├── index_test.js │ │ │ └── who_test.js │ │ │ └── views │ │ │ ├── contact.handlebars │ │ │ ├── index.handlebars │ │ │ ├── layouts │ │ │ └── main.handlebars │ │ │ └── who.handlebars │ ├── 14 │ │ ├── .gitignore │ │ ├── README.md │ │ ├── package-lock.json │ │ ├── package.json │ │ ├── public │ │ │ ├── app.js │ │ │ ├── index.html │ │ │ └── styles.css │ │ └── server.js │ ├── 02 │ │ ├── README.md │ │ ├── copilot-features-demo │ │ │ ├── README.md │ │ │ ├── index.html │ │ │ ├── script.js │ │ │ └── styles.css │ │ ├── copilot-settings-guide.md │ │ ├── copilot-tier-comparison.md │ │ └── lesson-plan.md │ ├── 03 │ │ ├── README.md │ │ ├── audit-logs-guide.md │ │ ├── copilot-business-demo │ │ │ ├── README.md │ │ │ ├── index.html │ │ │ ├── script.js │ │ │ └── styles.css │ │ ├── file-exclusion-guide.md │ │ ├── gh-cli-audit-log.ps1 │ │ ├── github-copilot-stats │ │ │ └── copilot │ │ │ │ ├── top-repos-2025-03-03.json │ │ │ │ └── usage-summary-2025-03-03.json │ │ ├── lesson-plan.md │ │ ├── policy-management-guide.md │ │ └── rest-api-guide.md │ ├── 04 │ │ ├── README.md │ │ ├── custom-model-training-plan.md │ │ ├── custom-models-guide.md │ │ ├── enterprise-benefits-guide.md │ │ ├── enterprise-roi-calculator.md │ │ ├── feature-comparison-matrix.md │ │ ├── hands-on-exercises.md │ │ ├── knowledge-base-guide.md │ │ ├── knowledge-base-planning-worksheet.md │ │ ├── knowledge-base-vs-custom-model-decision-tree.md │ │ ├── lesson-plan.md │ │ └── roi-presentation-template.md │ ├── 05 │ │ ├── chat-best-practices-guide.md │ │ ├── chat-limitations-guide.md │ │ ├── copilot-chat-demo │ │ │ ├── README.md │ │ │ ├── index.html │ │ │ └── styles.css │ │ ├── copilot-chat-guide.md │ │ ├── copilot-enterprise-demo │ │ │ ├── README.md │ │ │ ├── data-flow-diagram.md │ │ │ ├── index.html │ │ │ ├── index.js │ │ │ ├── index.test.js │ │ │ ├── script.js │ │ │ └── styles.css │ │ ├── lesson-plan.md │ │ └── slash-commands-reference.md │ ├── 06 │ │ └── fizz-buzz.js │ ├── 08 │ │ ├── bugs.md │ │ ├── context-windows.md │ │ ├── dat.csv │ │ ├── data.csv │ │ └── fileUtils.js │ └── course-toc.md ├── docs │ ├── azd-scaffold-examples.md │ └── azd-scaffold-examples.sh ├── exam-metadata │ ├── OReilly GitHub Copilot Course Description.pdf │ ├── exam-notes-and-links.md │ ├── github-copilot-cert-exam-objectives.md │ └── github-copilot-exam-preparation-study-guide.pdf ├── github-hierarchy.md ├── images │ └── copilot-cover-image.png ├── jest.config.js ├── package.json ├── test.js ├── tests │ └── sample.test.js ├── tims-elements-prompting.md ├── vr-ar-vendors.md └── warner-github-cert-prep.pptx ├── presentations └── warner-AI900-oreilly-old.pptx ├── scripts ├── github-cli.ps1 └── validate-links.py ├── video-course ├── README.md ├── lessons │ ├── lesson-01 │ │ └── content-moderation-demo.py │ ├── lesson-02 │ │ └── responsible-ai-checklist.md │ ├── lesson-03 │ │ ├── bankmarketing_train.csv │ │ └── ml-classification-demo.ipynb │ ├── lesson-04 │ │ ├── README_ContrastStudy.md │ │ ├── azure-ml-demo.md │ │ ├── bad_data.csv │ │ └── good_data.csv │ ├── lesson-05 │ │ └── computer-vision-analysis.py │ ├── lesson-06 │ │ └── language-analysis-demo.py │ ├── lesson-07 │ │ └── generative-ai-demo.md │ └── lesson-08 │ │ ├── README.md │ │ ├── azure-openai-quickstart.js │ │ └── sample.env └── lessons2 │ ├── lesson-01 │ └── content-moderation-demo.py │ ├── lesson-02 │ └── responsible-ai-checklist.md │ ├── lesson-03 │ ├── bankmarketing_train.csv │ └── ml-classification-demo.ipynb │ ├── lesson-04 │ ├── README_ContrastStudy.md │ ├── azure-ml-demo.md │ ├── bad_data.csv │ └── good_data.csv │ ├── lesson-05 │ └── computer-vision-analysis.py │ ├── lesson-06 │ └── language-analysis-demo.py │ ├── lesson-07 │ └── generative-ai-demo.md │ └── 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