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: Jianghao Wang is a Data Scientist at MathWorks. In her role, Jianghao supports deep learning research and teaching in academia. Before joining MathWorks, Jianghao obtained her Ph.D. in Statistical Climatology from the University of Southern California and B.S. in Applied Mathematics from Nankai University.