The diagram in Figure 2 gives you a rough idea of support vector regression for a scenario where there is just one predictor variable x. Each dot is a training data item. The red line is the linear ...

While graph data is great at representing and analyzing complex relationships and connections, vector data is optimized for efficient search capabilities and calculations in high-dimensional spaces.

A Vector DB stores and manages unstructured data — text, images, audio, etc. — as vector embeddings (numerical format). These embeddings capture the semantic relationships between the data points.

Frank Liu, ML architect at Zilliz, joined DBTA's webinar, 'Vector Databases Have Entered the Chat-How ChatGPT Is Fueling the Need for Specialized Vector Storage,' to explore how purpose-built vector ...