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  • Machine Learning with Microsoft Azure

    Chaitra Nagaraj, Architect, Accenture

  • What is Machine Learning

    Predictive computing systems become smarter with experience. Ambient intelligence and Machine learning go hand in hand.

    Delivering on one of the old dreams of Microsoft co-founder Bill Gates: Computers that can see, hear and understand.

    John PlattDistinguished scientist at Microsoft Research

  • Goal

    The goal of machine learning is to build computer systems that can adapt and learn from their experience.

    Tom Dietterich

  • Predictive Analytics use cases

    Vision Analytics

    Recommenda-tion engines

    Advertising analysis

    Weather forecasting for business planning

    Social network analysis

    Legal discovery and document archiving

    Pricing analysis

    Fraud detection

    Churn analysis

    Equipment monitoring

    Location-based tracking and services

    Personalized Insurance

  • Machine learning High level Architecture

    PowerBI/DashboardsMobile AppsWeb Apps

    ML API service Developer

    Azure Portal & ML API service

    Azure Ops Team

    ML Studio

    Data Scientist

    HDInsight

    Azure Storage

    Desktop Data

  • Classes of Learning Problems

    Classification

    Regression

    Ranking

    Clustering

    Dimensionality reduction

  • How do I use Machine Learning?

  • DEMO