Zero-shot models are helpful for prototyping machine learning projects because they generally do not need additional training to operate. CLIP, a popular model from OpenAI, does particularly well.

Let's dive into the topic, whether computer can help us predict emotions hidden in text. While reading an article, one can easily extract statistical data, such as word count or sentence length. What about problems more subtle and complex problems?

In this article we will establish an automated customer satisfaction analysis based on opinon mining. The purpose of such a system is to provide valuable insight based on reviews and social media comments in an automated manner.