We have studied a type of deep learning algorithm called a Convolutional Neural Network (CNN), which is capable of classifying images. However, implementing such an algorithm in practice is extremely complex and requires a lot of expertise. Amazon SageMaker offers features that allow you to train machine learning models such as image classification algorithms using deep learning capabilities.
We'll cover the following topics in this chapter:
- Introducing Amazon SageMaker for image classification
- Training a deep learning model using Amazon SageMaker
- Classifying images using Amazon SageMaker
