April 2025
Intermediate to advanced
232 pages
6h 56m
English
Content preview from Data Analysis with LLMs
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Part 2 Data analysis with language models
A web interface is sufficient to use language models on small pieces of data. But how can we scale it up to large data sets?
In chapter 3, we look at OpenAI’s Python library, a powerful library that enables you to call language models directly from Python. We discuss the most important library functions, including various parameters that can be used to fine-tune the behavior of the language model for your specific use case.
Chapter 4 discusses several mini-projects that use OpenAI’s language models via the Python library to analyze collections of text documents. For instance, our projects cover classifying text documents into one of several prespecified categories, extracting specific snippets ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.