Understanding Data with AI (ChatGPT 3.5 and Python)

Рет қаралды 1,763

12 күн бұрын

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

Пікірлер: 41

@noelcuillandre2295 Ай бұрын

Thank you Radu !

@Radu Ай бұрын

You're welcome :-)

@yusuf.isyaku 11 күн бұрын

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

@Radu 10 күн бұрын

It's faster than all of us :-D

@chnaka7518 11 күн бұрын

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 10 күн бұрын

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.

@Merilix2 4 күн бұрын

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?

@martinarce8138 11 күн бұрын

Radu goat

@Radu 10 күн бұрын

:-)

@adilsonbuset738 Ай бұрын

Merci beaucoup Radu!

@Radu Ай бұрын

You're welcome :-)

@AZHARakaGoat 11 күн бұрын

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

@Radu 10 күн бұрын

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 10 күн бұрын

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

@disrael2101 10 күн бұрын

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

@Radu 4 күн бұрын

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

@javifontalva7752 Ай бұрын

This is going to be a challenge.

@Radu Ай бұрын

I'm sure you'll manage :-)

@omeralishin 11 күн бұрын

Amazing 👌

@Radu 10 күн бұрын

Thanks :-)

@vadeserg657 10 күн бұрын

Kiitos Radu :)

@Radu 10 күн бұрын

Ole hyvä :-)

@BUY_YOUTUB_VIEWS_768 11 күн бұрын

Wow thats awesome

@Radu 10 күн бұрын

Hope it helps :-)

@vamsiaineni2050 8 күн бұрын

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

@Radu 4 күн бұрын

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 4 күн бұрын

@@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 10 күн бұрын

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

@Radu 4 күн бұрын

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

@CarlosToscanoOchoa Ай бұрын

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

@Radu Ай бұрын

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 11 күн бұрын

@@Radu D3.JS

@Radu 10 күн бұрын

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

@MathMatrixBox 7 күн бұрын

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

@Radu 4 күн бұрын

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.

@StarsManny 11 күн бұрын

FIRST

@Radu 10 күн бұрын

Good for you :-))

@2difficult2do 10 күн бұрын

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

@Radu 4 күн бұрын

:-)) 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 4 күн бұрын

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 4 күн бұрын

@@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.