Introduction to AI and Cognitive Services for Office 365 Developers SPFest DC 2018
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The document presents an overview of a session on artificial intelligence and cognitive services for Office 365 developers, led by Prashant G. Bhoyar. It addresses the current state and future of AI, machine learning, and Microsoft cognitive services, emphasizing the importance for IT professionals and developers to engage with these technologies. Key takeaways include resources for learning and community events related to AI and machine learning.
Introduction to AI and Cognitive Services for Office 365 Developers SPFest DC 2018
- 1. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 1 SM @pgbhoyar #SPFestDC Prashant G Bhoyar MVP SharePoint Fest, Washington, DC https://sharepointfest.com/DC/ 28 March 2018 Introduction to Artificial Intelligence and Cognitive Services for Office 365 Developers
- 2. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 2 SM @pgbhoyar #SPFestDC Who AM I ? • Born and raised in India • Came to United States of America in 2007 for studies • University of Maryland College Park Alumni • Co-Author of the book “PowerShell for Office 365” • Technical Reviewer of the book “Pro : SharePoint 2013 Administration” • Founder and Organizer of Artificial Intelligence and Machine Learning User Group ➢ Monthly in person & online event ➢ https://www.meetup.com/ArtificialIntelligenceAndMachineLearning/ • Organizer of SharePoint Saturday Baltimore (SPSBMORE) ➢ http://www.spsevents.org/city/baltimore/baltimoretecc • Organizer of SharePoint Saturday DC ( SPSDC ) ➢ http://www.spsevents.org/city/DC/summer2017 • Founder and Organizer of DC-Metro Office 365 User Group ➢ Monthly in person & online event ➢ http://www.meetup.com/DC-Metro-Office-365-User-Group/ • Recipient of Antarctic Service Medal • Microsoft MVP ( Most Valuable Professional) • Solution Architect at Withum Smith and Brown PC ➢ https://digital.withum.com ➢ Former Portal Solutions ➢ Focus on Microsoft Solutions and Services ➢ Works in Bethesda, Maryland Office Prashant G Bhoyar (PGB)
- 3. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 3 SM @pgbhoyar #SPFestDC About Withum Digital We deliver Digital Workplace Products and Solutions that help organizations share what they know and find what they need by connecting people, data, and content. https://digital.withum.com https://www.onewindowapp.com
- 4. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 4 SM @pgbhoyar #SPFestDC 5 years in the making backed by 14 years of SharePoint Intranet design and deployment expertise Intranet-as-a-Service Solution Integrate Most Office 365 Workloads All the Modern Intranet Features Built from the Ground Up for Office 365 Our Solution Deploy in less than 45 days
- 5. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 5 SM @pgbhoyar #SPFestDC • 100 Level Session • Approach • What is AI? • What is Machine Learning? • What is Microsoft Cognitive Services? • How to get started? • Demos • Key Takeaways • Q&A Agenda
- 6. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 6 SM @pgbhoyar #SPFestDC
- 7. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 7 SM @pgbhoyar #SPFestDC Audience Poll ▪ How many of you are IT pros? ▪ How many of you are Developers? ▪ How many of you are Power Users? ▪ How many of you are Data Scientist? ▪ How many of you are using AI and Cognitive Services? 7
- 8. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 8 SM @pgbhoyar #SPFestDC
- 9. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 9 SM @pgbhoyar #SPFestDC Why We Should invest time to learn AI? ▪ This is golden age for technical innovation ▪ The “New” Microsoft is launching lot of new services/products rapidly ▪ But the life span of new productions/services is decreasing • Access Services : https://techcommunity.microsoft.com/t5/Office-Retirement- Blog/Updating-the-Access-Services-in-SharePoint-Roadmap/ba-p/57148 ▪ We need to spend some time doing research before investing time to learn/explore new product/services 9
- 10. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 10 SM @pgbhoyar #SPFestDC Why We Should invest time to learn AI? ▪ Because of the advancements in the computation, the tech industry is focusing on using AI in business applications ▪ I think right now it is in the same state as mobile development was when iPhone 1 was first launched ▪ I think in next 2-3 year, AI & ML will be mainstream ▪ Amazon sold “Millions” of Alexa devices during this holiday season • https://techcrunch.com/2017/11/28/amazon-sold-millions-of-alexa-devices-over-the- holiday-shopping-weekend/ ▪ You don’t need to be a Data Scientist to use AI/Cognitive Services ☺ • Analogy : JavaScript Frameworks 10
- 11. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 11 SM @pgbhoyar #SPFestDC
- 12. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 12 SM @pgbhoyar #SPFestDC Approach ▪ This session is geared towards Non-Data Scientist ☺ ▪ Target Audience is Developers/IT Pros and Power Users 12
- 13. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 13 SM @pgbhoyar #SPFestDC
- 14. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 14 SM @pgbhoyar #SPFestDC What is AI? “the effort to automate intellectual tasks normally performed by humans” • Francois Chollet AI Researcher @ Google Author of the Keras deep learning package AI Hierarchy: 1. Strong AI 1. Science Fiction 2. Artificial General Intelligence (AGI) 1. Example Jarvis in Iron Man 3. Weak AI • Specialized for specific tasks • We’re here now
- 15. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 15 SM @pgbhoyar #SPFestDC 15
- 16. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 16 SM @pgbhoyar #SPFestDC Microsoft AI Platform 16
- 17. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 17 SM @pgbhoyar #SPFestDC 17
- 18. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 18 SM @pgbhoyar #SPFestDC 18
- 19. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 19 SM @pgbhoyar #SPFestDC 19
- 20. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 20 SM @pgbhoyar #SPFestDC What is Machine Learning?
- 21. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 21 SM @pgbhoyar #SPFestDC What is Machine Learning? ▪ It examines large amounts of data looking for patterns, then generates code that lets you recognize those patterns in new data. ▪ Your applications can use this generated code to make better predictions. ▪ It can help you create smarter applications. 21
- 22. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 22 SM @pgbhoyar #SPFestDC Machine Learning in a Nutshell Machine learning algorithm Model Application Data Contains patterns Finds patterns Recognizes patterns Provides new data to see if it matches known patterns
- 23. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 23 SM @pgbhoyar #SPFestDC Styles of Machine Learning Algorithms Examples Decision tree Neural network Bayesian K-means P(A) P(B|A) P(B) P(A|B) = Deep learning uses this
- 24. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 24 SM @pgbhoyar #SPFestDCSource : https://docs.microsoft.com/en-us/azure/machine-learning/studio/algorithm-cheat-sheet
- 25. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 25 SM @pgbhoyar #SPFestDC Microsoft Cognitive Services Give your apps a human side
- 26. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 26 SM @pgbhoyar #SPFestDC Roll your own with REST APIs Simple to add: just a few lines of code required Integrate into the language and platform of your choice Breadth of offerings helps you find the right API for your app Built by experts in their field from Microsoft Research, Bing, and Azure Machine Learning Quality documentation, sample code, and community support Easy Flexible Tested GET A KEY
- 27. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 27 SM @pgbhoyar #SPFestDC Microsoft Cognitive Services: Where can we use them? ▪ Any application that can consume REST Based APIs • Developers JavaScript Application Console Application .NET Applications Java Based Applications iOS Applications Node.JS applications Logic Apps • Power Users/No Code Microsoft Flow SharePoint Designer 2013 Third Party products
- 28. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 28 SM @pgbhoyar #SPFestDC AI-ML: Practical Applications ▪ Spam & Fraud Detection ▪ Decision Engines: Approval or Disapproval ▪ Recommendation Engines: Which one to choose ▪ Predictive Maintenance ▪ Optical Character Recognition (OCR) ▪ Natural Language Processing ▪ Machine Translation ▪ Autonomous Systems (Robotics)
- 29. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 29 SM @pgbhoyar #SPFestDC AI-ML: Practical Applications ▪ Recommendation Engines : • Training Needs, • Resourcing Needs, • Process Improvements ▪ Text Analysis • Product Reviews • Case / Document Classification • Social Media Analytics • Intellectual Property • Plagiarism Check • Sentiment Analysis
- 30. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 30 SM @pgbhoyar #SPFestDC Text Analytics API ▪ Analyze unstructured text for tasks • Language detection • Key phrase extraction • Sentiment Analysis ▪ Sentiment analysis is the process of detecting whether a piece of Writing is positive, negative or neutral ▪ Return a numeric score between 0 and 1 • Negative 0…1 Positive sentiment ▪ Advanced natural language processing • https://azure.microsoft.com/en-us/services/cognitive-services/text- analytics/ 30
- 31. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 31 SM @pgbhoyar #SPFestDC Application Design ▪ SharePoint User Enters the comments ▪ Analyze the text to obtain the sentiment score using Cognitive Services • ( If you launch a new intranet, you can find out about the reviews) ▪ Use the results in reports/dashboards 31
- 32. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 32 SM @pgbhoyar #SPFestDC
- 33. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 33 SM @pgbhoyar #SPFestDC What is Azure Machine Learning Studio? ▪ A fully-managed cloud service that enables you to easily build, deploy, and share predictive analytics solutions. ▪ It has everything you need to create complete predictive analytics solutions in the cloud, from a large algorithm library, to a studio for building models, to an easy way to deploy your model as a web service ▪ Quickly create, test, operationalize, and manage predictive models ▪ Publish as Web Service 33
- 34. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 34 SM @pgbhoyar #SPFestDC Demo
- 35. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 35 SM @pgbhoyar #SPFestDC ▪ Sign up for Office 365 Developer Program at http://dev.office.com/ ▪ Get 1 year of Office 365 subscription for free ▪ Excellent for personal development use ▪ 1 Month Trial ▪ https://products.office.com/en- us/business/compare-office-365- for-business-plans 35 How to get personal Office 365 Developer Tenant?
- 36. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 36 SM @pgbhoyar #SPFestDC
- 37. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 37 SM @pgbhoyar #SPFestDC 37 How to get personal Azure Subscription? ▪ If you have MSDN Enterprise subscription ▪ You can get $150/month Azure credits for free ▪ Sign Up for Free trial : https://azure.microsoft.com/ ▪ Credit Card is required ▪ Microsoft Imagine ▪ Former Dreamspark ▪ No credit card required ▪ Valid .edu account from participating school/institution ▪ Limited feature sets
- 38. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 38 SM @pgbhoyar #SPFestDC • Approach • What is AI? • What is Machine Learning? • Microsoft Cognitive Services • Azure Machine Learning Studio • How to get started? • Demos Recap
- 39. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 39 SM @pgbhoyar #SPFestDC Upcoming Local Community (Free) Events ▪ Northern Virginia Code Camp • http://novacodecamp.org/ • April 07th 2018 ▪ Global Azure Bootcamp • https://global.azurebootcamp.net/locations/global-azure-bootcamp-reston- virginia/ • 21st April 2018 ▪ SharePoint Saturday Washington DC • June 09th 2018 39
- 40. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 40 SM @pgbhoyar #SPFestDC Other SPFest DC 2018 AI/ML Session ▪ AZR 202 - Enhancing SharePoint with Azure Cognitive Services • Speaker : Liam Cleary, MVP 40
- 41. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 41 SM @pgbhoyar #SPFestDC Other SPFest Washington DC 2018 Sessions ▪ Getting Started with Microsoft Graph APIs • Thursday March 29th 2018, 10:30AM - 11:40 AM ▪ Azure Active Directory for Office 365 Developers • Friday March 30th 2018, 10:40AM - 11:50 AM 41
- 42. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 42 SM @pgbhoyar #SPFestDC Key Takeaways ▪ Hopefully the contents we covered today made you to explore Cognitive Services and Azure Machine Learning Studio and you will go home and play with it ☺ • https://azure.microsoft.com/en-us/services/cognitive-services/?v=18.06 • https://studio.azureml.net/ ▪ Sign up for Developer Program using https://dev.office.com/ ▪ Spend some time doing research before investing time to learn/explore new product/services
- 43. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 43 SM @pgbhoyar #SPFestDC References ▪ https://studio.azureml.net/ ▪ https://docs.microsoft.com/en-us/azure/#pivot=products&panel=ai ▪ https://docs.microsoft.com/en-us/azure/machine-learning/studio/algorithm-cheat-sheet
- 44. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 44 SM @pgbhoyar #SPFestDC Event App
- 45. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 45 SM @pgbhoyar #SPFestDC Q&A
- 46. WithumSmith+Brown, PC | BE IN A POSITION OF STRENGTH 46 SM @pgbhoyar #SPFestDC Questions? Feedback? Contact me: ▪ Email: pgbhoyar@gmail.com ▪ Twitter: @PGBhoyar ▪ Blog: http://pgbhoyar.com ▪ LinkedIn: https://www.linkedin.com/in/pgbhoyar/ ▪ Slides :https://www.slideshare.net/pgbhoyar ▪ Free Consulting/ Q&A: https://pgbhoyar.com/free-question-answer-session/ ▪ Feedback : Please provide feedback ▪ Event App ▪ Email Thank You Organizers, Sponsors and You for Making this Possible.