November 2024
Beginner to intermediate
360 pages
12h 4m
English
book
Starting Data Analytics with Generative AI and Python
by Marian Siwiak, Artur Guja, Marlena Siwiak
Content preview from Starting Data Analytics with Generative AI and Python
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6 Advanced text mining with generative AI
This chapter covers
- Sentiment analysis with a generative AI language model
- Sentiment analysis with a generative AI API
- Sentiment analysis with machine learning
- Text summarization with generative AI
- Text summarization with dedicated libraries
- Topic modeling
In the previous chapter, you got a taste of text-mining basics and discovered how generative AI can speed up and refine your analyses. Now, let’s go deeper. Ahead, you’ll tackle advanced NLP techniques such as sentiment analysis and text summarization. These tools are invaluable in the business world, enabling companies to swiftly gauge customer sentiment from reviews, social media, or customer service interactions, leading to more informed ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.