AI for Data Visualisation: How to use LLMs by Peter Cook (.ePUB)+
File Size: 14.6 MB
AI for Data Visualisation: How to use LLMs to help you visualise your data by Peter Cook
Requirements: .ePUB, .PDF reader, 14.6 MB
Overview: AI for Data Visualisation shows how large language models (LLMs) can be used to explore, transform and visualise your data. AI for Data Visualisation is a practical guide on using large language models (LLMs) to explore, transform and visualise your data. It shows how you can use simple prompts to: – analyse data (summary counts, filtering, visual exploration); – create charts such as zoomable treemaps, small multiples, maps and simple dashboards; – get chart recommendations given some data; – transform data (filtering, derived columns, pivoting, cleaning and format conversion). In many cases ChatGPT is used to produce Python code and this books shows how to run the code locally and keep your data private. Sometimes ChatGPT embeds the chart directly in the thread, but other times it only provides the code for you to run locally on your own computer. For this you need to have Python installed and know how to set up a Python project. I’ve added instructions in the Python project set up appendix but I suggest you also ask ChatGPT for help. This book is not a full tutorial, rather a collection of examples that provide ideas and inspiration for how you can use LLMs to enhance your data visualisation process.
Genre: Non-Fiction > Tech & Devices
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