Python Pandas now has AI (GPT-4). It's good and could take your job

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Python Pandas now has AI (GPT-4). It's good and could take your job

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Күн бұрын

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Pandas AI combines Pandas, the python data analysis package by Wes McKinney, with generative AI. It creates something that enables data analysis with very little code. Should we be worried?
You can find out more about pandas ai here pypi.org/proje...
and here
github.com/gve...
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Пікірлер: 51

@zamplify Жыл бұрын

I feel like this video is more about the editing than the subject.

@jedpittman6739 Жыл бұрын

yes, but it is well done. i’m here for it.

@AchwaqKhalid Жыл бұрын

Love me some good editing 🎨

@bicycleninja1685 10 ай бұрын

short and sweet as it should be

@bc4198 Жыл бұрын

Here's the thing: do people hire you for analysis because they don't know how, or because they don't have time / desire to do it themselves? Most people don't know how: they don't think analytically in general, they don't know what to analyze, they don't know how to do it technically... None of those things change just by you knowing being able to get it done faster with AI. You would need a complete societal transformation and radical education reform in order to get people to not need you to think analytically for them. Beyond that, it's just like debating between Python and R, or any other language / tool stack: it will still be the analysts using the tools. Another way I've put it is that for the foreseeable future, you still need humans to care what the results are. And if things change so much that humans are totally worked out of data-driven management entirely, you're really not going to care about the job anymore.

@YugalJindle 6 ай бұрын

Chanel should be named “learn if you can while I interrupt”

@mahendragl478 Жыл бұрын

AI could take your job... Casually askes everyone to learn math and stat from the sponser....😂

@AussieBIMGuru Жыл бұрын

Honestly need to see how a nonprogrammer uses these tools to judge it properly. Currently programming experts are showing us the value of these tools, but the proof will be in seeing if low/no level programmers actually want to engage with these. E.g. most of them were lost at pip.

@jcvirtcloudconsultancy7552 Жыл бұрын

I was stump at pip, then I used ChatGPT to get me pass that 🙂, now installed Panda and working like a pro

@Ivcota Жыл бұрын

i mean at pip most people would look it up on google anyway right?

@GwriPennar 11 ай бұрын

You could just use GPT-4 with Data Analysis to avoid the hefty API calls via Pandas AI and reduce costs. Then keep your code to be independent of OpenAI even though its availability is quite high but not 99 percent. Just a thought. But can see the power of using the API within a notebook.

@jhonshephard921 Жыл бұрын

What this kind of indicates is, you need a lot more theory than practical code now. I have experienced this recently where I helped someone who was great at writing the code but didn't have as much theoretical knowledge. The LLM would not know what to investigate or what to do in which order for example when your model has much higher than expected accuracy, which after debugging can turn out to be your data is not labeled correctly. The LLM can't debug that but we did.

@purplepotato8849 Жыл бұрын

I've just made up my mind to try and learn Python now, and I'm sort of worried? I'm concerned that by the time I've got the basics down, there will be too many data analysts, and/or AI would be capable of running data for those who don't know coding, which would make the entire endeavor moot.

@Indy_rawr Жыл бұрын

It might be valuable while you are learning python to also learn about prompting these kinds of tasks. Like I am also learning Python but the other day I decided to use chatGPT to write the script for me and then learn how to prompt it so that it followed the steps I wanted and showed the results in the way I wanted to see them, it was much faster then me writing the code myself but I think there will be value in learning how to get the AI to build the right thing, someone had a quote it was something along the lines of "your job will not be taken over by AI it will be taken over by a person using AI" so better to be the person using the AI

@purplepotato8849 Жыл бұрын

@@Indy_rawr Thank you, appreciate the response. :)

@gregorywpower Жыл бұрын

Learning core Python and some ways to handle your files-it’s stupidly helpful.

@sadhappy8860 Жыл бұрын

When you say learn Python, have you experience in computer science or other languages? I would say it is always worth learning the concepts and problem solving skills. As for AI, It is scary, but will ultimately be another tool that we have to adapt too. You may be at the right time to be a part of the shift in Tech and learn how to prompt well (which may be a skill in itself, as a fellow above me has commented). To even ask the question is to be interested in Tech and I think learning it will help you (Python is a great language for learning, because of it's simplicity of syntax). I see you said you have made up your mind, may I ask what made you decide to learn Python? We have lots of data, what data would you like to analyse? Remember, AI won't do it until you tell it. Just a couple of thoughts, I'm confused about it and I've done 10 years+, lol, Not sure if that helped or not. All the best.

@Indy_rawr Жыл бұрын

@@sadhappy8860 As I see it, and correct me if I am wrong in this since it looks like you have more experience than me in this field. We are headed in a direction where it will be more useful to know how to structure an app or a database than to code it. Since we can prompt ai to code for us knowing what a properly laid out database or app looks like will be more important than being able to code it ourselves. For example the first scripts I made with AI I had a task in mind but not so much how it would work. I ended up with something that did what I wanted but it took 3 scripts that needed to run in a certain sequence. If I had a better idea about how the structure would need to be and the steps to get to my goal it could have been done in 1 script. Hope that makes sense...

@myleslloyd9902 Жыл бұрын

2013-2022 is the last 10 whole years of data (if it includes 2013 data). The borough only showing Kens&Chels is, of course, an error.

@murphygreen8484 Жыл бұрын

Can AI keep you still while talking and make your screen with the code in focus?

@juleswombat5309 Жыл бұрын

So many of the python libraries have their own specific syntax for doing the same or similar things. The numpy syntax a bit different from pandas, which is different to pytorch etc, so we end up with a large confusing syntax to perform data analysis. LLM tools help as co pilots, but we end up losing our syntax memory. I am surprised it has taken so long for an AI/ML tool to arrive to inform us on the best model, technique to use for data modelling and AI, and encode it for us. I am glad I do not have to make a living from having experience in the use of these low level libraries.

@wreckball2315 Жыл бұрын

That's the question. Do we need to memorise syntax anymore? There was a time when we needed to remember phone numbers. Not anymore. So the question is, is memorising anything becoming obselete? Will it? If it will, to what extent? Honestly, we have more questions and barely any answers. E.g. I loved notetaking while lectures. Now honestly, record the video, summarise using chatgpt. Not perfect as my own notes, but 80-90% there with 10% of the effort. So is it worth the effort anymore?

@springsm5545 11 ай бұрын

I wonder if something like pandasai could be applied to Wireshark/Nmap, and looking for any irregularities in network traffic.

@estevaoyt Жыл бұрын

Great content, I love your videos! So much fun in the: "Im youtuber, money is no a problem to me" 😂 Keep it up!🎉

@EdwardTilley Жыл бұрын

You asked for just the top of the iceberg so I wouldn't worry too much, these tools end up taking longer than they save you today.

@tshwarelomatinketja7449 Жыл бұрын

Brilliant this video's sponsor ❌️ This channels sponsor ✅️

@nicholasrobins2835 Жыл бұрын

Work data without code? most analysts I know don't know how to work with data. I had to explain what a median was the other day. Keep in mind this was over email, so they could have Googled it first! but yes this is a cool step forward.

@femi2873 Жыл бұрын

Please how do we install pandas AI?

@Indy_rawr Жыл бұрын

look at the code at the start of the video

@davidk7212 Жыл бұрын

I believe this man is in the early stages of Parkinson's disease.

@thombaz 9 ай бұрын

Why?

@davidk7212 9 ай бұрын

@@thombaz because he shakes like michael j fox

@tiolavara13 Жыл бұрын

So this is pretty much almost the same as desbribing your problem and dataset to chatGPT itself, but you do not learn coding in the process, would not say it is useless, but mehhhh. Also I am surprised it failed with the 10 years thing.....

@tiolavara13 Жыл бұрын

definitely will NOT take my job 🤣

@krimsonsun10 Жыл бұрын

The idea here is not to teach humans, but to create a tool that wont need pesky things such as fair wages, vacations and breaks. to hell with the humans.

@sumithraj7954 Жыл бұрын

First person to comment, don’t take human jobs AI.

@michaelnurse9089 Жыл бұрын

SciKitLearn? It is not 2011 anymore. Cmmn guys.

@realWorsin 6 ай бұрын

Man your video is making me dizzy with all of the cuts. Just because you can cut to another view does not mean you should.

@anthonybisong6744 Жыл бұрын

Noteable plugin for GPT4 is far superior to this python panda AI. With Noteable plugin you don't have to know anything about coding you use natural language processing at your chatgpt plus prompt

@PandorasBox2 Жыл бұрын

well as i said ppl manage to open Pandora's Box there is no turning back Ai will first it will take our jobs then our lives since we become obsolete the more your job is routine and can be computed easier you will lose your job faster, complicated ones will be the last ones

@paniniasthadhayi8903 Жыл бұрын

First Comment 🎉🎉🎉🎉

@br2716 Жыл бұрын

Clickbait cringe

@krimsonsun10 Жыл бұрын

That is why I install DeArrow extension to prevent clickbait titles and thumbnails; and just unsubbed from this channel after 2 years. Tired of all the short form videos and clickbait.

@brandoncyoung 11 ай бұрын

@@krimsonsun10why are you here commenting then