Abstract: In this hands-on MATLAB workshop, you will explore deep learning techniques for data types such as images, text, and time-series data. You’ll use an online MATLAB instance to perform the following tasks:
1. Train deep neural networks on GPUs in the cloud
2. Access and explore pretrained models
3. Build a CNN to solve an image classification problem
4. Use LSTM networks to solve a time-series and text analytics problem.
Bio: Pitambar Dayal works on deep learning and computer vision applications in technical marketing. 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.