Appendix B. Three examples: Classification of image, text, and tabular data
In chapter 2, we studied how to build an end-to-end ML pipeline to solve a regression problem with tabular (structured) data. This appendix provides three more examples aimed at getting you more familiar with the ML pipeline. The examples illustrate solving classification problems involving image, text, and tabular data with various classic ML models. If you’re not experienced with ML, you’ll learn how to prepare these different types of data for the models using tailored data-preprocessing methods. The problems presented here are also solved in the second part of the book with AutoML techniques. We’ll begin with an image classification problem.
B.1 Image classification: ...
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