Advanced Data Anlytics using ChatGPT

https://chat.openai.com/

How to use this feature

Once upon a time, Data Science was a tricky/complex subject that only really smart people, like those with PhDs, could understand. They used complicated methods to find out interesting things from data.

Then Thanks to Python/ R etc. It made working with data much easier. Now, not just the super-smart PhDs, but all sorts of engineers could play with data too. Some wanted to know all the tiny details of how things worked, while others were just happy using the new tools to do cool stuff.

Soon after, big tech companies provided even more tools, which let even more people work with data - even those who weren't engineers or data scientists! This was a big change and it meant that lots of people, from different walks of life, could use data in their work. Welcome to the world of Citizen Developers

And today, there's something even more exciting on the horizon: Generative AI. It's like a magical tool that doesn’t just help us understand data but can create new things that we’ve never seen before!

https://help.openai.com/en/articles/6825453-chatgpt-release-notes

Now, let's talk about a practical example.

Imagine you have a file filled with lots of information and you want to know what’s inside it, in a nutshell.

Here’s how you can do it:

In the ChatGPT GPT 4.0,

After uploading the data, i simiply asked summarize the data, see below output

output from Chat :-)

ChatGPT, not only gave us the output it also gave the code, if i wanted to repeat the same in my local env (I haven't tested the code, at time code has defect, but it is a good boilerplate to start with)

Code:

Now, from basic understanding of data, i wated to do simple MBA (Market basket analysis), lets see how it is done (No, guess work, simple ask to do market basket analysis)

Question:

Answer(s):

Now Enough of Text, i asked ChatGPT to visualize:

All these are great stuff (Accuracy not verified), now i requested chatgpt to please summarize so that i can provide a executive summary

Answers:

I'm excited, with ChatGPT Enterprise and thanks to other Generative models like Lama, the possibilities are endless