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Hackathon Hacker's Guide to Machine Learning

Hackathon Hacker's Guide to Machine Learning

This talk emphasis on how hackathon participants can learn the basics of machine learning and use it during the hackathon.

Pratik Parmar

February 09, 2019
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  1. Machine Learning Studio by Microsoft • Visual editor for composing,

    testing, refining, and deploying machine-learning models.
  2. Deep Learning Studio by Deep Cognition • Design, train, and

    deploy deep learning models without coding. • Supports TensorFlow and MXNet. • Works Offline
  3. Classification • Predict a category, ◦ what income range you

    fall into ◦ which cricket team you cheer ◦ which political party you prefer ◦ most famous, hotdog / not hotdog app
  4. Regression • Predict a value ◦ Someone’s income ◦ The

    price of fuel ◦ Or the skyrocketing price of house
  5. Machine Learning APIs • Google • Microsoft Vision API Natural

    Language API Text-to-Speech API Video Intelligence API Translation API Jobs API