The hands-on courses in this workshop cover the use of Matlab for data science applications. They cover the areas of machine learning, deep learning, and data analytics.
Highlights of machine learning modules include:
- Finding Natural Patterns in Data
- Classification Methods
- Improving Predictive Models
- Regression Methods
- Neural Networks
Highlights of deep learning modules include:
- Classifying Images with Convolutional Networks
- Interpreting Network Behavior
- Creating Networks
- Training Networks
- Improving Performance
- Performing Regression
- Using Deep Learning for Computer Vision
- Classifying Sequence Data with Recurrent Networks
A video of using Matlab for data analytics is also included.