Generative models

1. 1Collect a large amount of data in a domain
2. 2Train a generative model to generate data like the training data
3. 3Use the model to discover and internalize the essence of the data
4. 4Apply the model to various applications such as generating images or text

Data scientists and AI engineers on a team can benefit from understanding generative models as they can be used to analyze and understand large amounts of data, and product managers can use them to develop new applications

💡 Generative models can automatically learn the natural features of a dataset, whether categories or dimensions or something else entirely

💡 Generative models can help computers understand the world by generating data like the data they're trained on #AI #MachineLearning