Educator Community Webinar: Introduction to Microsoft AI Platform

Transcript

1. Dmitry Soshnikov
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
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
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
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
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23. Dmitry Soshnikov Overview of Microsoft AI Platform from Cognitive Services to Azure ML http://azure-for-academics.github.io