Track - AI and Machine Learning

Sessions in this track6

• Deep Learning's Most Dangerous Vulnerability: Adversarial Attacks

  • Luba Gloukhova

  In this session, Luba Gloukhova will survey the various forms of adversarial attacks against neural networks that have emerged, and the state of the art methods for defense.
  • Video

• DonkeyCar® - Build and Program an Autonomous Vehicle

  • Ed Murphy

  DonkeyCar, https://www.donkeycar.com/, is a free, open source framework for self-driving scale cars. Come and learn how build, program, train and race a self-driving scale car.
  • Video

• Easy Path to Machine Learning

  • Wesley Chun

  Developers today are creating insightful tools like never before with machine learning. However, not everyone has the background to jump straight into scikit-learn or TensorFlow. In this session, learn how to access Google's pretrained models by API.
  • Video

• Introduction to Machine Learning and Artificial Intelligence

  • Antony Ross

  This will be a non-intimidating introduction to machine learning. We'll talk about what it is, how machines learn, and why it has become so important. We’ll also discuss Artificial Intelligence and machine learning’s role in AI.
  • Video

• Learn to use Artificial Intelligence for Personalization

  • Gautam Gupta

  Artificial Intelligence for Personalization implementation

• Machine Learning for iOS

  • Cyril Garcia

  Learning how to create your own machine learning models with Turi Create and converting those models to Core ML models and apply them to iOS applications.