Simple Classification Using TensorFlow

This section will help you understand and solve a typical supervised learning problem that falls under the category conventionally named classification.

Classification tasks, in their simplest generic form, aim to associate one category, among a predefined set, with instances. An intuitive example of a classification task that's often used for introductory courses is classifying the images of domestic pets in the correct category they belong to, such as "cat" or "dog." Classification plays a fundamental role in many everyday activities and can easily be encountered in different contexts. The previous example is a specific case of classification called image classification, and many similar applications can be found in this category.

However, classification extends beyond images. The following are some examples:

• Customer classification for video recommendation systems (answering the question, "In which...