6.7.6 Topic Modeling

6.7.6.1 Prepare Data for Topic Modeling

6.7.6.2 Train a Model with Topic Modeling

6.7.6.3 Run Topic Modeling on Trained Text

MySQL 9.0.1-u1 introduces topic modeling, which is an unsupervised machine learning technique that's capable of scanning a set of documents, detecting word and phrase patterns within them, and automatically clustering word groups and similar expressions that best characterize the documents.

The following tasks use a dataset generated by OCI GenAI using Meta Llama Models. The topic modeling use-case is to summarize movie plots.

To generate your own datasets to create machine learning models in MySQL HeatWave, learn how to Generate Text-Based Content.

Note

Datasets were generated using Meta Llama models. Your use of this Llama model is subject to your Oracle agreements and this Llama license agreement: https://downloads.mysql.com/docs/LLAMA_31_8B_INSTRUCT-license.pdf.