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Educator Community Webinar: Introduction to Microsoft AI Platform

Educator Community Webinar: Introduction to Microsoft AI Platform

D8730970396729af16546cc69ce63b44?s=128

Dmitri Soshnikov

March 30, 2021
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  1. Dmitry Soshnikov

  2. None
  3. Innovation • Open AI, GPT-3 • Human Parity in Speech/Image/QnA

    Cloud for AI • Cognitive Services • Platform AI Services • Data Services Responsible AI • AI Ethics • Tools for Fairness and Interpretability
  4. None
  5. AI Business School https://aka.ms/ailearn/businessschool In partnership with

  6. AI / Machine Learning on Azure Domain specific pretrained models

    To reduce time to market Azure Databricks Machine Learning VMs Popular frameworks To build advanced deep learning solutions TensorFlow Pytorch Onnx Azure Machine Learning Language Speech … Search Vision Productive services To empower data science and development teams Powerful infrastructure To accelerate deep learning Scikit-Learn PyCharm Jupyter Familiar Data Science tools To simplify model development Visual Studio Code Command line CPU GPU FPGA From the Intelligent Cloud to the Intelligent Edge
  7. Vision Face Custom Vision LUIS + Text QnA Maker Bot

    Framework
  8. a group of people sitting at a table a man

    in a suit and tie person, building, outdoor, man, cake, holding, carrying, standing, street, wearing, walking, young, food, woman, table, large, suit, city, people, riding table, indoor, person, sitting, child, food, group, eating, laptop, computer, woman, people, front, small, boy, young, little, cake, man, desk, baby, room, plate, white
  9. None
  10. None
  11. Knowledge Extraction from Text

  12. Utterance Intent Greeting Weather Question Answer Hi, how are you?

    - I am doing great - I am fine, thanks What are you feeling? - I am a bot, I do not have feelings Create Responsible Bot to Help Students Learn https://aka.ms/ailearn/responsiblebots
  13. https://aka.ms/ailearn/vision https://aka.ms/ailearn/explorenlp https://aka.ms/ailearn/explorebots https://aka.ms/ailearn/text https://aka.ms/ailearn/speech https://aka.ms/ailearn/images https://aka.ms/ailearn/language https://aka.ms/ailearn/search https://aka.ms/ailearn/bots

  14. https://aka.ms/ailearn/dsvm Vision Face Custom Vision LUIS + Text QnA Maker

  15. None
  16. https://aka.ms/ailearn/dsvm Vision Face Custom Vision LUIS + Text QnA Maker

  17. https://aka.ms/ailearn/nocode https://aka.ms/ailearn/buildsolutions

  18. Azure Machine Learning Workspace Dataset Datastore Compute Compute Cluster Experiments

    Notebooks Model Deployment Designer AutoML
  19. http://aka.ms/azml_gan http://aka.ms/creative_ai http://aka.ms/cognitive_portrait_exhibit http://aka.ms/deeppavlov

  20. https://aka.ms/ailearn/exploredata https://aka.ms/ailearn/relational https://aka.ms/ailearn/nosql https://aka.ms/ailearn/analytics https://aka.ms/ailearn/getstarted https://aka.ms/ailearn/nocode https://aka.ms/ailearn/vision https://aka.ms/ailearn/explorenlp https://aka.ms/ailearn/explorebots

  21. https://aka.ms/ailearn/createmodels https://aka.ms/ailearn/nocode https://aka.ms/ailearn/buildsolutions https://aka.ms/ailearn/text https://aka.ms/ailearn/speech https://aka.ms/ailearn/images https://aka.ms/ailearn/language https://aka.ms/ailearn/search https://aka.ms/ailearn/bots https://aka.ms/ailearn/dataeng

    https://aka.ms/ailearn/data https://aka.ms/ailearn/databricks https://aka.ms/ailearn/streaming https://aka.ms/ailearn/synapse
  22. ❶ ❷

  23. Dmitry Soshnikov Overview of Microsoft AI Platform from Cognitive Services

    to Azure ML http://azure-for-academics.github.io