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Jennifer Marsman, Principal Developer Evangelist, Microsoft at MLconf ATL - 9/18/15


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Today, we have the technology to “read minds” (well, EEG waves!). Using a headset from Emotiv, I’ve captured the big data stream of EEG coming out of our heads. In this session, I will show the detection of facial expressions and emotional state, and training a machine learning model to employ mental commands (making a virtual object move via thought). Then, I will walk through and share my results on a “lie detector” experiment comparing brain waves when telling the truth and lying. I have built classifiers based on the EEG data using Azure Machine Learning to predict whether a subject is telling the truth, which I will demonstrate. The effectiveness of multiple classifiers can be easily compared. This session will be a fun look inside your brain waves along with demonstrations of data processing and predictive analytics. Attendees will gain exposure to the Emotiv EPOC headset and Azure Machine Learning.

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Jennifer Marsman, Principal Developer Evangelist, Microsoft at MLconf ATL - 9/18/15

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  2. 2. Questions Asked • Is your name Eric Marsman? • Were you born in 1978? • Do you have 5 children? • Are you married? • Do you live on Rock Hill Road? • Do you have a dog? • Do you have a PhD? • Do you have red hair?
  3. 3. Classification Regression Clustering
  4. 4. Data set Training data Test data Algorithm Train model Score model Evaluate model (Another model) Data cleaning Split
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  6. 6. Microsoft Virtual Academy Free online training on Microsoft technology Visit to join. Relevant courses to this event  Implementing Big Data Analysis:  Big Data with the Microsoft Analytics Platform System:  Big Data Analytics with HDInsight: Hadoop on Azure:  Getting Started with Microsoft Azure Machine Learning:
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  8. 8. T.pdf Criminals/33e1stgo &topic_set detector-test/