Understanding Data with AI (ChatGPT 3.5 and Python)

Any data should come with some kind of documentation, but very often it doesn’t. In this video I’ll show you how to use large language models to help you understand what some structured data is. We’ll use Chat GPT and try to understand and visualize the data from here:
radufromfinland.com/data/info...
On this channel I normally do JavaScript tutorials, but this time we’ll go with what Chat GPT wanted (Python). You can get Python from here: www.python.org
You'll also need the matplotlib python library. Here are instructions on how to install it: matplotlib.org
I use Visual Studio Code to write the code. If you don't have a code editor yet, I recommend downloading it here: code.visualstudio.com
To setup Visual Studio Code to work with Python you can follow the instructions from here:
code.visualstudio.com/docs/la...
The data in this demo is from my Machine Learning course:
• Machine Learning Course
Check it out to learn more about working with data!
⭐More Coding with AI Tutorials⭐
• Coding with AI

[@yusuf.isyaku]

Thank you Radu. Chatgpt is a better programmer than I am and much faster 😢.. Anyway, thank you once more

[@Radu]

It's faster than all of us :-D

[@martinarce8138]

Radu goat

[@Radu]

:-)

[@Merilix2]

What you are doing here reminds pretty much on few startreck tng episodes where the crew is asking the computer to create and modify a holodeck simulation. Crazy, isn't it?

[@AZHARakaGoat]

I have watched pair programming series just a year ago and i dint know there was a map function before watching it ❤🎉

[@Radu]

Haha, I don't remember exactly where the map function was, but I think, maybe in the 'code battle tutorials'. The 'pair programming' had only one video and I think it was about 'const'.

[@AZHARakaGoat]

Yes ther is and tge title is "map function arrow function ternary operator "

[@noelcuillandre2295]

Thank you Radu !

[@Radu]

You're welcome :-)

[@javifontalva7752]

This is going to be a challenge.

[@Radu]

I'm sure you'll manage :-)

[@vadeserg657]

Kiitos Radu :)

[@Radu]

Ole hyvä :-)

[@chnaka7518]

Begginer friendly video. Greate one Dr. Radu. Just a suggestion - It would be more effective if you could tell everyone "You don't want to be a master in everything to be a master nowadays because of these type of technologies". I see most of users don't like to do experiments.

[@Radu]

You're right... coding became much easier already when IDEs started filling out variables, function names and other syntax automatically. Now it can be even easier with AI, but need to understand its limits to use it right.

[@adilsonbuset738]

Merci beaucoup Radu!

[@Radu]

You're welcome :-)

[@BUY_YOUTUB_VIEWS_768]

Wow thats awesome

[@Radu]

Hope it helps :-)

[@omeralishin]

Amazing 👌

[@Radu]

Thanks :-)

[@vamsiaineni2050]

Could you do more videos on machine learning math it helps lot

[@Radu]

I have some plans, but not sure when they will materialize. Anyway, I do sprinkle in math things in many of my usual videos. Some useful in ML as well.

[@vamsiaineni2050]

@@Radu You're really such a kind person and small request you may link some resources when you do things means reference to resources that hep to understand more

[@clearheadedness]

hey Dr. Radu Which videos do recommend to start for a total beginner interested in coding?

[@Radu]

Hi! Maybe you can start with the HTML Canvas course for beginners.

[@disrael2101]

can't wait for a paid ai bootcamp by you professor radu

[@Radu]

Cool :-) But I don't plan to make any paid content...

[@CarlosToscanoOchoa]

Radu, do you know any good libraries to do data analysis using JavaScript?

[@Radu]

Not really... I normally stick to python when analyzing data... apart from that ML course I made in JavaScript where I chose JavaScript because it's good at visualizing things and... because I wanted to implement things from scratch so it's clear how they work.

[@saeentist-hb]

@@Radu D3.JS

[@Radu]

@@saeentist-hb Thanks! Looks nice :-)

[@MathMatrixBox]

Does the AI understand or feel the word /PLEASE/ ? 😅

[@Radu]

I doubt it 'feels' anything. And it depends what you mean by 'understand'. I'd say it understands all the words in your question, definitely, if it's able to give the right answer. So, no reason why it wouldn't understand that one, as well. But by some definitions of 'understanding' AI does not reach that level yet.

[@2difficult2do]

it seems that ChatGPT writes code like a lazy student according to the principle "if's just to pass test..."

[@Radu]

:-)) yeah... you can have a conversation with it, though... and say you want some things implemented a certain way, but with that effort you might as well implement the code yourself.

[@2difficult2do]

Sometimes it gives a completely wrong answer, and if you point it out, ChatGPT quickly changes its mind. That's why you can't trust his answers, because he can be delusional but very confident...

[@Radu]

@@2difficult2do that's also very true... I recorded another video about it (coming out later this year), where I say I never really trust it and always validate what it gives me. Luckily, when it comes to coding, one way to validate is to run the code and see if it works.

[@StarsManny]

FIRST

[@Radu]

Good for you :-))