Exploring Data In Llmops
Exploring data is a fundamental aspect of Large Language Model Operations (LLMOps). It involves understanding the data’s structure, quality, and potential biases.
Areas of application
- Natural Language Processing
- Machine Learning
- Data Science
- Information Retrieval
- Computer Vision
Example
For instance, when working with a large dataset of text, exploring the data might involve analyzing the distribution of words, identifying patterns in the language used, and detecting any biases in the data.