Microsoft Power Platform 中的 AI.pdf

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1、AI inside the Microsoft PlatformAI inside the Microsoft PlatformDavidEPatrick DavidEPatrick www.DSAINC.comwww.DSAINC.comSME,MCT,MVPAI ADhttps:/ ObjectivesWhat will you learn today?1.What is AI?2.How do I use AI(from Microsoft)?3.Why would I use AI?AgendaIntroduction to AI and Microsofts AI PlatformA

2、I Concepts and AdoptionAzure AI and Its ServicesBuilding and Implementing AIMicrosoft 365 CoPilotAI Resources and ConclusionWho am I?67What is AI?What is AI?https:/ ConceptsAlgorithmAn algorithm is a sequence of calculations and rules used to solve a problem or analyze a set of data.Supervised learn

3、ingModels are trained using labeled datasets.These datasets consist of input-output pairs where the correct output(label)for each input is known.The models task is to learn to produce the output associated with new inputs based on the patterns it has recognized during training.Unsupervised learningM

4、odel learns to identify patterns directly from the input data without any guidance on what outcomes to predict.The algorithm organizes the data into clusters,dimensions,or associations based on similarities and differences among the input features,which can reveal insightful trends.10https:/ 111213A

5、I is everywhere2xAI private investments have doubled in one year5xResearch on AI fairness and transparency has increased fivefold since 201450%50%of organizations have adopted AI in at least one business areaArtificial Intelligence Index Report 2022,Stanford University HAC 2022S Leadership IT Invest

6、ment Survey 2022(CSS Insights);McKinsey;EY March ReportThe state of AI in 2022-and a half decade in review|McKinseyAdopting AI to Do More With LessTop 3 common adopted AI use cases and benefits1Intelligent document automation 250KMan-hours of manual work saving Automate processes and improve operati

7、onal efficiency2Sales and Demand Forecasting/Inventory Management3xFaster to get a model into a production environmentAccelerate time-to-market3Hyper-personalization for up-sell and cross-sell$10MAnnual saving with AI chatbotsBuild digital trust and improve user experiences Azure AI is part of the M

8、icrosoft Intelligent Data PlatformOperational databases|Analytics|Data governance Microsoft CloudDynamics 365 Microsoft 365 Power PlatformMicrosoft Intelligent Data PlatformMicrosoft AI PortfolioBusiness Users&Citizen DevelopersApplicationsPower PlatformPower BIPower AppsPower AutomatePower Virtual

9、AgentsDevelopers&Data ScientistsAzure AIApplied AI ServicesBot ServiceCognitive SearchForm RecognizerVideo IndexerMetrics AdvisorImmersive ReaderVisionSpeechLanguageDecisionOpenAI ServiceML PlatformAzure Machine LearningCognitive ServicesAzure AIApplied AI ServicesBot ServiceCognitive SearchForm Rec

10、ognizerVideo IndexerMetrics AdvisorImmersive ReaderVisionSpeechLanguageDecisionOpenAI ServiceML PlatformAzure Machine LearningCognitive ServicesDeliver more with Azure AIAccessibleAI for any environment,data stack or skill levelRepeatableBuilt-in automation using breakthrough researchTrusted&Respons

11、ibleBuilt on the most secure and ethical platformAccessible AIFor any environment,data stack or skill level Deployed on-premises,on the edge,in containers for on-going flexibilityAI services for every level of machine learning expertiseDevelop on any framework or platform open&portable standardsAzur

12、e Cognitive Service for LanguageA cloud-based service that provides Natural Language Processing(NLP)features for understanding and analyzing text.Use this service to help build intelligent applications using the web-based Language Studio,REST APIs,and client libraries.24DEMO TIME!https:/ in Teamshtt

13、ps:/ TIME!https:/ BuilderAI Templates for Apps|Microsoft Power Appshttps:/ Designerhttps:/ Chataka CopilotM365 Copilotaka“Biz Chat”535455M365 Copilot Copilot EverywhereSuggest Content for ReportAzure OpenAI ServiceEnterprise-grade security with role-based access control(RBAC)and private networksCust

14、om AI models fine-tuned with your data and hyperparametersBuilt-in responsible AI to detect and mitigate harmful useLarge,pretrained AI models to unlock new scenariosAzure OpenAI Service ChatGPT modelsPowerful language models accessible to all skill levelsGeneral purpose text-in/text-outinterfacefle

15、xibilitySimple UXvalidate proof of concepts fastBuilt in ML science intuition for everyone,with deeper controls for ML practitionersGitHub CopilotYour AI pair programmerhttps:/ for EveryoneMicrosoft 365 CoPilot Generate marketing materials from your dataAnalyze your data and generate charts in Excel

16、 Summarize Teams MeetingsDraft emails using“grounded”in your dataAll for the low,low price of just.$30/user/monthIntroducing Bing Chat Enterprise,Microsoft 365 Copilot pricing,and Microsoft Sales Copilot|Microsoft 365 BlogPower BIGenerating DAX expressions with natural languagePower Apps&PowerAutoma

17、teSuggesting flows from natural languageGraphical user interface,application,websiteDescription automatically generated7172https:/ AI ResourcesData Science eBook-Packt:Principles of Data Science|Microsoft AzureZero to hero in 4 Weeks-Machine Learning on Azure GitHub-microsoft/Cognitive-Samples-IntelligentKioskAzure AI()https:/ you!DavidEPatrickDavid.Pwww.DSAINC.comT