Industry workshop on Practical Applications of Deep Learning: A Hands-on MATLAB Workshop by Mathworks
IEEE Photonics Society Los Angeles Chapter Industry Hands-on Workshop
Practical Applications of Deep Learning:
A Hands-on MATLAB Workshop
Tuesday, March 12th of 2019, 01:15 – 4:30 pm
Shannon Room, Engineering IV Room 54-134, UCLA
Pitambar Dayal
Application Support Engineer, Mathworks
Date and Time
Location
Hosts
Registration
- Date: 12 Mar 2019
- Time: 01:15 PM to 04:30 PM
- All times are (GMT-08:00) US/Pacific
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- 420 Westwood Plaza
- Department of Electrical and Computer Engineering
- Los Angeles, California
- United States 90095
- Building: Engineering IV
- Room Number: Shannon Room 54-134
- Contact Event Host
- Co-sponsored by Bahram Jalali
Speakers
Pitambar Pitambar of The MathWorks Inc.
Practical Applications of Deep Learning: A Hands-on MATLAB Workshop
Deep learning achieves human-like accuracy for many tasks considered algorithmically unsolvable with traditional machine learning. It is frequently used to develop applications such as face recognition, automated driving, and image classification. In this hands-on workshop, you will write code and use MATLAB to:
Learn the fundamentals of deep learning and understand terms like “layers”, “networks”, and “loss”.
Build a deep network that can classify your own handwritten digits.
Access and explore various pre-trained models.
Use transfer learning to build a network that classifies different types of food.
Use LSTM networks for time series forecasting.
Train deep learning networks on GPUs in the cloud.
Learn how to use code generation technology to accelerate inference performance.
Learn how to improve the accuracy of deep networks.
Biography:
Pitambar works on deep learning and computer vision applications in technical marketing at MathWorks. Prior to joining MathWorks, he worked on creating technological healthcare solutions for developing countries and researching the diagnosis and treatment of ischemic stroke patients. Pitambar holds a B.S. in biomedical engineering from the New Jersey Institute of Technology.
Address:1 Apple Hill Dr., , Natick, Massachusetts, United States, 01760
Agenda
01:15 PM - Welcome and sign-in
01:20 PM - Introduction by Cejo Konuparamban Lonappan, Chair, IEEE Photonics Society Los Angeles Chapter
01:30 PM - Hands-on Workshop by Pitambar Dayal, Mathworks