Goal and scope of this chapter

AI systems have become more automated but also more complex. This chapter aims to point out the expertise a non-AI user may require in some cases from an AI expert to get the job done.

This chapter describes the main steps of how to implement Hugging Fae AutoTrain for an image classification task on CIFAR-10 transportation images.

The scope remains to implement an automated training process on a cloud platform.

While going through the process, we will point out some, not all, of the issues that may come up to show the role of an AI professional in the ever-changing workplace.

Before we begin, we will go through some key things to note:

• Through hard work and creativity, Hugging Face managed to make transformers accessible. They also deserve credit for anticipating transformer technology’s huge success years before it reached mainstream users with ChatGPT.
• The goal of this chapter is not to oppose college graduate...