CS 445 Machine Learning
Fall 2020
Week 11 Study Guide
Learning Objectives
- How to equip neural networks to perform multi-class classification employing the softmax and one-hot encoding
- Identify the issues with applying dense layer networks to images
- Utilize filters/kernels to perform image convolutions
- Build a convolution neural network (CNN) to perform image classification
Resources
- Reading Material
- References
- Lecture Slides
Deliverables
| Topic | Description |
| CNN Lab | Complete the in-class assignment and submit to Canvas |