Useful Links for Data Management, Artificial Intelligence, Data Science, IoT and Analytics within Microsoft Platform. If you are a Microsoft FTE, ask me about the internal version.
- Azure Synapse Link for Azure Cosmos DB analytical store - sample notebooks: https://aka.ms/cosmosdb-synapselink-samples
- Cosmos DB Workshop - http://aka.ms/cosmosdbworkshop
- Cosmos DB updates - https://azure.microsoft.com/en-gb/updates/?query=Cosmos%20DB
- Hot Site - Got Cosmos? - https://www.gotcosmos.com/
- GitHub Repos - https://github.com/Azurecosmosdb
- Python SDK - https://github.com/Azure/azure-sdk-for-python/tree/master/sdk/cosmos
- Capacity Planner - https://cosmos.azure.com/capacitycalculator/
- Capacity Planner (OLD URL) - http://www.documentdb.com/capacityplanner
- Cosmic Twitter - https://twitter.com/AzureCosmosDB
- Cosmic Blog - https://devblogs.microsoft.com/cosmosdb/
- StackOverflow - https://stackoverflow.com/questions/tagged/azure-cosmosdb
- Cosmos DB Data Explorer direct access - https://cosmos.azure.com/
- Cosmos DB Emulator - https://docs.microsoft.com/en-us/azure/cosmos-db/local-emulator
- Cosmos DB 3rd party emulator for Linux - https://github.com/zeit/cosmosdb-server
- Cosmic Clone - https://github.com/Azure-Samples/cosmicclone
- Cosmos DB Vs Code Extention - https://github.com/microsoft/vscode-cosmosdb
- Cosmos DB Throughput Scheduler - https://github.com/Azure-Samples/azure-cosmos-throughput-scheduler
- Synapse Link Samples - https://github.com/Azure-Samples/cosmosdb-synapse-link-samples
- Youtube Channel - https://www.youtube.com/channel/UC9OJ32CzooNJNoP6_iIfxRw
- Import Data Tutorial - https://aka.ms/csdmtool
- Live Data Migrator - https://github.com/Azure-Samples/azure-cosmosdb-live-data-migrator
- Live Container Data Migrator - https://github.com/azure-samples/cosmos-dotnet-functions-migration
- Data Migration Tool - https://github.com/azure/azure-documentdb-datamigrationtool
- Data Migration Tutorial - https://docs.microsoft.com/en-us/azure/cosmos-db/import-data
- Azure Cosmos DB Notebooks Galery - https://cosmos.azure.com/gallery.html
- LinkedIn Profile
- LinkedIn Articles
- Blog: Data is the New Oil
- Youtube Channel
- GitHub
- GitHub CV
- AI For Developers, DBAs, or Data Scientists - http://aka.ms/Learn-Microsoft-AI
- AI for Business and Home Users - http://aka.ms/blog-ai-for-all
- AI Customer Engineer Team Blog - http://aka.ms/ACE-Blog
- Azure AI Twitter - https://twitter.com/AzureaiM
- Key Microsoft AI Links (THIS PAGE!!!) - http://aka.ms/ai-links
- Applied AI Videos - http://aka.ms/LearnAI-Videos
- Buck Woody's Data and AI Presentations - http://aka.ms/bw-presentations
- Choosing the right ML Algorithm - https://scikit-learn.org/stable/tutorial/machine_learning_map/
- Azure ML Algorithms Inforgraphic - https://visual.ly/community/Infographics/technology/azure-machine-learning
- Microsoft Learn - https://docs.microsoft.com/en-us/learn/
- Microsoft AI Business Shool - https://www.microsoft.com/en-us/ai/ai-business-school
- Microsoft AI Shool - https://aischool.microsoft.com/learning-paths
- Microsoft Cloud Workshop - https://microsoftcloudworkshop.com/
- Microsoft Data Club - https://osgwiki.com/wiki/Data_Club#Previous_Data_Club_Series
- Mini KM Workshop Part 1 (External) - https://infopedia.eventbuilder.com/event?eventid=r2x4n8
- Mini KM Workshop Part 2 (External) - https://infopedia.eventbuilder.com/event?eventid=a1i8p5
- AI Bootcamp (Vision, Custom Vision, LUIS, Azure Search) Part 1 - https://www.youtube.com/watch?v=vgo87Xzd8a0&t=
- AI Bootcamp (Vision, Custom Vision, LUIS, Azure Search) Part 2 - https://www.youtube.com/watch?v=eHsNI0AeQQI&t=
- Bing Search and BOTS training - https://channel9.msdn.com/Shows/AI-Show/LearnAI-Adding-Bing-Search-to-Bots
- LUIS - Notes From the Field - https://www.youtube.com/watch?v=dRghtMiOBas
- Knowledge Mining Bootcamp - http://aka.ms/kmb
- Knowledge Mining Accelerator v2 - http://aka.ms/kma
- Knowledge Mining Accelerator v1 - http://aka.ms/kmsolutions
- Knowledge Mining Workshop - http://aka.ms/kmw1
- Cognitive Search JFK Files - https://jfk-demo.azurewebsites.net/
- Cognitive Search JFK Files Code - https://github.com/Microsoft/AzureSearch_JFK_Files
- Cognitive Search Front End - http://aka.ms/csfrontend
- Cognitive Search Documents Demo - Wolters Kluwer - https://wolterskluwereap.azurewebsites.net/
- Cognitive Search Oil & Gas Demo - Exxon Mobile - http://seismicsearch.azurewebsites.net/
- Cognitive Search Healthcare Demo - http://webmedsearch.azurewebsites.net/
- Cognitive Search Healthcare Code - https://github.com/Azure-Samples/search-dotnet-medical-ner/blob/master/README.md
- Cognitive Search Art Explorer Demo - https://art-explorer.azurewebsites.net/search
- Azure Search Jobs Demo - http://azjobsdemo.azurewebsites.net/
- Azure Search Query Engines Demo - Alice - https://alice.unearth.ai/
- Azure Search Fundamentals - http://aka.ms/LearnAI-asf
- Pyhton Toolkit for Azure Cognitive Search Custom Skills - https://github.com/Rodrigossz/Python-Custom-Skills-Toolkit
- Cognitive Services Enrichment Pipeline - https://text-analytics-demo-dev.azurewebsites.net/
- Intelligent Kiosk App - http://aka.ms/kioskapp
- Intelligent Kiosk Code - https://github.com/Microsoft/Cognitive-Samples-IntelligentKiosk
- Azure Time Series Insights - https://insights.timeseries.azure.com/demo
- Computer Vision API - How Old? - https://www.how-old.net/#
- Forms Understanding Demo - https://formdemoux.azurewebsites.net/
- Photos Captations Bot - https://www.captionbot.ai/
- Containers Dev Samples - http://aka.ms/containersamples
- Q&A Maker E2E template - http://aka.ms/qnamakerbottutorial
- Best Practices for Recommenders - https://github.com/Microsoft/Recommenders
- Entity Extractor - http://medicalentitydetector.azurewebsites.net/
- Content and Demos - http://aka.ms/AzureAIReady
- Cognitive Services Roadmap - http://aka.ms/CSRMap
- Cognitive Services Catalog - https://azure.com/cognitive
- Cognitive Services Portal - http://azure.microsoft.com/en-us/services/cognitive-services/
- Cognitive Search - http://aka.ms/cognitivesearch
- Decision Service - http://aka.ms/decisionservice
- Custom Speech - http://cris.ai/
- Custom Language Understanding - http://luis.ai
- Custom Vision - http://customvision.ai
- Custom Translator - https://portal.customtranslator.azure.ai
- Custom Search - https://www.customsearch.ai
- Q&A Maker - http://qnamaker.ai/
- Video Indexer - http://videoindexer.ai/
- Cognitive Services Compliance - https://azure.microsoft.com/en-us/support/legal/cognitive-services-compliance-and-privacy/
- Custom Translator API - https://portal.customtranslator.azure.ai/
- AI Open Datasets - http://msropendata.com/
- SQL Public Datasets - https://docs.microsoft.com/en-us/azure/sql-database/sql-database-public-data-sets
- Open Data Initiative - https://www.microsoft.com/en-us/open-data-initiative
- SQL Server Sample Dbs Github - https://github.com/microsoft/sql-server-samples/tree/master/samples/databases
- SQL Server Sample DBs Page - https://docs.microsoft.com/en-us/sql/samples/sql-samples-where-are?view=sql-server-2017
- Awesome Datasets - https://github.com/awesomedata/awesome-public-datasets
- Microsoft AI Principles - https://www.microsoft.com/en-us/AI/our-approach-to-ai
- Microsoft AI For Good - https://www.microsoft.com/en-us/ai/ai-for-good
- My Skills for Africa - https://myskills.microsoft.com/4Afrika
- AI Platform - http://www.microsoft.com/ai
- AI Customer Stories - https://www.microsoft.com/en-us/ai/customer-stories
- AI Stories - https://news.microsoft.com/ai-stories/
- AI School - http://aka.ms/ai-school
- AI Business School - https://www.microsoft.com/en-us/ai/ai-business-school
- AI Landscape - http://aka.ms/ai-landscape
- AI Lab - http://www.ailab.microsoft.com
- AI Open Methodology - Team Data Science Process - http://aka.ms/tdsp
- ML .Net - https://dotnet.microsoft.com/apps/machinelearning-ai/ml-dotnet
- AI Events Analytics with Aria - https://www.aria.ms/
- Azure Machine Learning - Python SDK - http://aka.ms/aml-sdk
- Azure Machine Learning - Data Preparation SDK - https://docs.microsoft.com/en-us/python/api/overview/azure/dataprep/intro?view=azure-dataprep-py
- Azure Machine Learning Studio - http://aka.ms/amlstudio
- Microsoft + Qualcom Vision AI - https://visionaidevkit.com/
- Azure ML Sample Notebooks - https://github.com/Azure/MachineLearningNotebooks
- Active Directory Password Bot - https://github.com/generalbots-samples/AzureADPasswordReset.gbapp
- Framework - https://dev.botframework.com/
- How AI chatbots are transforming businesses - http://aka.ms/bot
- Bots + Speech to Text - https://blog.botframework.com/2017/06/26/Speech-To-Text/
- Scenarios - https://docs.microsoft.com/en-us/azure/bot-service/bot-service-scenario-overview
- Reference Architectures - https://azure.microsoft.com/en-us/solutions/architecture/?product=bot-service
- Add Intelligence to Bots - https://review.docs.microsoft.com/en-us/Bot-Framework/bot-service-concept-intelligence?branch=master
- Bot Samples Code - https://github.com/Microsoft/botbuilder-samples
- Emulator - https://aka.ms/botemulator
- State Mngmt. - https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-concept-middleware?view=azure-bot-service-4.0
- Conversational Bot - https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/conversational-bot
- Health Care Bot - https://docs.microsoft.com/en-us/healthbot/
- Tradictional Azure Certifications - http://aka.ms/ExamsAzure
- MesuareUp - Exams Practices - https://mslibrary.measureup.com/
- New Certifications
- AI Engineer - https://www.microsoft.com/en-us/learning/azure-ai-engineer.aspx
- AI Data Scientist - https://www.microsoft.com/en-us/learning/azure-ai-engineer.aspx
- Data Engineer - https://www.microsoft.com/en-us/learning/azure-data-engineer.aspx
- New certifications blog post - http://aka.ms/ai-certs
- Learning Path for the new AI Certifications - http://aka.ms/AzureAIEngLearning
- Azure Collaboration Monitor - https://azureccc.com/#/home
- Azure Solution Explorer - https://azurecharts.com/solutions
- Azure serverless community library - https://serverlesslibrary.net/
- Azure Updates - https://azure.microsoft.com/en-us/updates/
- Azure Readiness - http://aka.ms/azreadiness
- Azure Roadmap - http://azure.microsoft.com/en-us/roadmap
- Azure Free Account - http://azure.microsoft.com/en-us/free/
- Azure Datacenters - http://azuredatacentermap.azurewebsites.net/
- Azure Services Map - https://nnmer.github.io/azure-services-map/dist/
- Azure Latency Test - http://www.azurespeed.com/
- Azure Latency azping - https://unofficialism.info/posts/find-the-lowest-latency-azure-regions-from-your-place-using-azping/
- Find the right Azure APP for your Business - https://appsource.microsoft.com/en-us/
- Azure Architecture Center - http://docs.microsoft.com/en-us/azure/architecture/
- Azure Solutions Architectures - http://azure.microsoft.com/en-us/solutions/architecture/
- Azure SQL DB DTU Calculator - http://dtucalculator.azurewebsites.net/
- Azure Code Samples - https://docs.microsoft.com/en-us/samples/browse/
- Technical Writing Tips - https://docs.microsoft.com/en-us/style-guide/top-10-tips-style-voice
- Microsoft Learning - http://www.microsoft.com/learn
- Visio Stencils for Azure and Cloud Diagrams - http://www.microsoft.com/en-us/download/details.aspx?id=41937
- Azure Icons for PPTS and Visio: https://azure.microsoft.com/en-us/patterns/styles/glyphs-icons/
- Visio Stencils 2 - https://github.com/David-Summers/Azure-Design
- Azure commitment with GDPR - http://blogs.microsoft.com/on-the-issues/2017/02/15/get-gdpr-compliant-with-the-microsoft-cloud/
- MD Files Cheat Sheet - https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet
- Microsft Presentation Translator - http://aka.ms/presentationtranslator
- Visual Intro do Machine Learning Part 1- http://www.r2d3.us/visual-intro-to-machine-learning-part-1/
- Visual Intro do Machine Learning Part 2- http://www.r2d3.us/visual-intro-to-machine-learning-part-2/
- Dontpad - Cloud Notepad - www.dontpad.com
- Microsoft Virtual Labs - https://www.microsoft.com/handsonlabs/SelfPacedLabs
- Azure Data Explorer - https://kusto.azurewebsites.net/docs/
- SQL Server Data Studio - https://docs.microsoft.com/en-us/sql/azure-data-studio/what-is?view=sql-server-2017
- Microsoft Power Toys - Monitor/Desktop organizer - https://github.com/microsoft/PowerToys
- GitHub Status - https://www.githubstatus.com/
- Azure App Inovation Demos - https://appinnovationdemos.com/demos
- Customer Stories - https://customers.microsoft.com
- Partner Program - https://aipartner.microsoft.com/
- Azure x Aws x GCP x IBM x Oracle... - http://comparecloud.in/
- Azure to AWS Services Compare - http://docs.microsoft.com/en-us/azure/architecture/aws-professional/services
- ONNX - Microsoft, Facebook, and AWS - https://onnx.ai/
- Open Data - Microsoft, Adobe, and SAP - http://text-analytics-demo-dev.azurewebsites.net/
- Cortana/Alexa Integration - https://blogs.microsoft.com/blog/2017/08/30/hey-cortana-open-alexa-microsoft-amazons-first-kind-collaboration/
- ABB - https://news.microsoft.com/2016/10/03/abb-and-microsoft-partner-to-drive-digital-industrial-transformation/
- GE - https://news.microsoft.com/2016/07/11/ge-and-microsoft-partner-to-bring-predix-to-azure-accelerating-digital-transformation-for-industrial-customers/
- AspenTech - http://www.intelligenttechchannels.com/aspentech-to-host-on-microsoft-azure-to-deliver-iiot-asset-management-analytics/
- Cisco - https://azure.microsoft.com/en-us/blog/microsoft-and-cisco-enable-azure-iot-suite-to-connect-to-cisco-fog-deployments/
- Osisoft - https://www.osisoft.com/uploadedFiles/Content/Content_Modules/wp-azure-iot-lt.pdf
- Overview - https://azure.microsoft.com/en-us/overview/iot/
- IoT Edge Marketplace - http://aka.ms/iot-edge-marketplace
- IoT Edge Toolkit - https://github.com/Azure/ai-toolkit-iot-edge
- IoT Device Twins - https://azure.microsoft.com/en-us/services/digital-twins/
- IoT Edge Offline Usage - https://azure.microsoft.com/en-us/blog/extended-offline-operation-with-azure-iot-edge/
- Extension for VS Code - https://github.com/Microsoft/vscode-iot-workbench
- IoT Hands-on Lab - https://github.com/Azure-Samples/azureiotlabs
- IoT Certified SW Partners - http://azureiotpartners.azurewebsites.net/#countryFilter=global
- IoT Certified HW Partners - https://azure.microsoft.com/en-us/marketplace/certified-iot-partners/
- IoT Certified HW Devices - https://www.catalog.azureiotsolutions.com/