Data Analysis with Generative AI

Learn how to analyze data with generative AI. Discover how to prompt LLMs to summarize datasets, surface insights, and prepare data, while spotting hallucinations along the way.
Course details

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Generative AI can analyze a dataset in seconds, but only if you know how to prompt it well and catch it when it's wrong. In this hands-on course, explore how to put tools like ChatGPT to work on real data, including a customer-churn dataset and USPTO trademark records. Learn how to prompt an LLM to explore data, generate summary statistics, and surface insights you can act on. Discover how to clean and standardize messy data, deduplicate and group entity names, and weigh modeling approaches such as logistic and survival models. Find out how to verify that an LLM analyzed your actual file and how to detect hallucinations before they reach your conclusions. By the end of this course, you'll be equipped with the skills you need to use generative AI to analyze data critically and reliably. This intermediate-level course is an ideal fit for data analysts, data scientists, and anyone eager to analyze data with AI.This course was created by Anaconda, Inc. We are pleased to host this training in our library.
Skills covered

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Generative AI, Data Analysis, Artificial Intelligence (AI)
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