Apriori algorithm with market basket analysis using ChatGPT and Noteable plugin
In this ChatGPT tutorial, I show you how you can use the Apriori algorithm to perform market basket analysis and find products frequently purchased together as well as how you can find which products to recommend in checkout or inside customer carts. The analysis is performed using the ChatGPT Notable plugin that allows you to run Python directly inside ChatGPT. The Noteable plugin is a great alternative to the code interpreter that still has not been released to the public.
😉➡️ Get all my ChatGPT, Code Interpreter & Zapier resources here: https://bit.ly/itsaithomas
ChatGPT Noteable playlist with examples and more data analyses: • ChatGPT Noteable plugin data anaylsis exam...
How to start with Noteable Jupyter notebooks in ChatGPT: • ChatGPT plugins | access ChatGPT code inte...
Chapters:
0:00 Intro to the Apriori algorithm in ChatGPT using the Noteable plugin
0:51 The dataset for the Apriori algorithm inside ChatGPT
2:06 The prompt and Apriori algorithm market basket analysis
5:34 Visualizing the results of the Apriori algorithm inside ChatGPT with Notable plugin
8:08 Support, confidence, and lift definitions
10:06 Quick tip for understanding support and confidence :)
11:30 Apriori algorithm and market basket analysis used in practice by Amazon
12:15 Which one to maximize - confidence or support?
12:48 The interpretation & results of the Apriori algorithm in ChatGPT
14:27 Finding the golden middle ground (confidence high / support high)
// KNOWLEDGE BASE
The best books I read and recommend for learning more about Ai & ChatGPT and how you can use it. As an Amazon Associate, I earn from qualifying purchases.
1. Exploring GPT-3: An unofficial first look at the general-purpose language processing API from OpenAI: https://amzn.to/3oNjBJ7
2. ChatGPT for Beginners: A Step-by-Step Guide to Crafting Great Prompts: https://amzn.to/43EmuuR
3. The ChatGPT Millionaire: https://amzn.to/3C2JTub
4. Chat GPT Bible - 10 Books in 1: AI Applications to Improve Your Life, Boost Productivity, Earn Money, Advance Your Career, and Develop New Skills: https://amzn.to/42bCoeN
// CONTACT
For business inquiries contact me here: [email protected]
// SUPPORT THE CHANNEL
If you find my content helpful and would like to show your appreciation, you can simply buy me a coffee by visiting the following link: https://www.buymeacoffee.com/cupofmar... 😊
// SOCIALS
X (Twitter): / itsaithomas
Background music: YouTube Audio Library - Feeling's Not Mutual - Single Friend
#AprioriAlgorithm #ChatGPT #NoteablePlugin #NotablePlugin #ChatGPTPython #CodeInterpreter #ChatGPTNoteable #ChatGPTNotable #MarketBasketAnalysis