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Machine Intelligence & Deep Learning

June 12 @ 08:30 - June 14 @ 18:00

Co-sponsored by: RIT

Artificial intelligence is profoundly changing our lives.  Fueled by recent advances in deep learning, fields such as computer vision, speech recognition, and pattern recognition are being transformed.  Advances in technology are redefining applications in human computer interaction, advanced manufacturing, social networking, autonomous systems, security, and entertainment.  RIT’s practical 3-day workshop is designed to bring you up to speed on the hottest topics in machine and deep learning.  You will build AI models during hands-on exercises and learn how to apply concepts and tools to challenges and opportunities within your organization.

For more information and registration, please go to: http://www.rit.edu/kgcoe/cqas/machinelearning

Speaker(s): Majid Rabbani, Ray Ptucha

Agenda:

  • Day 1: 9:00 am – 5:00 pm
    • Introduction to Machine Learning: regression, classification boosting, SVM, neural networks and dimensionality reduction
    • Machine Learning Methods & hands-on exercises: introduction to Python programming, hands-on Python and machine learning
  • Day 2: 9:00 am – 5:00 pm
    • Deep Learning Part I: convolutional neural networks, regional and pixel-level convolutions
    • Deep Learning CNN & hands-on exercises
  • Day 3: 9:00 am – 5:00 pm
    • Deep Learning Part II: recurrent neural networks, language and vision, AI and its impact on the future
    • Practical uses & hands-on exercises: regional CNN’s and RNN’s

Location:
Rochester Institute of Technology
Rochester, New York
14623-5603

Details

Start:
June 12 @ 08:30
End:
June 14 @ 18:00
Website:
http://events.vtools.ieee.org/m/199434

Organizer

rwpeec@rit.edu