What impact do you believe this will have on data-related work? 🤔

@mellowout2686

Жыл бұрын

This is really scarily and exciting at the same time! . Data analysts will definitely be replaced soon 😭

@shortthrow434

Жыл бұрын

"GPT is not a replacement for human interaction, human creativity, intuition, and expertise, and in the short to medium term there will be a need for human data scientists to interpret and apply the insights generated by GPT. Technical only workers will be displaced unless they ramp up their skillsets. Overall, the impact of GPT on the data science field is likely to be complex and multifaceted, and will depend on how the technology continues to develop, as well as on broader economic and social trends. However, it seems likely that GPT will play an important role in the future of data science, whether as a replacement for human workers or as a valuable tool for enhancing human productivity and creativity." -Generated by GPT 4 API 😆

@carkawalakhatulistiwa

Жыл бұрын

When we get 1.000 app to plug-in

@AndCorDur

Жыл бұрын

I will wait to see how the coming lawsuits play out before deciding. Seems like a lot of IP theft for future profits.

So far, I have only experienced the positive impact of GPT-4 on my work. It has made me more productive, and I now have more free time to spare.

@rodericksasu6976

Жыл бұрын

For now, but when manager and supervisor become more accustomed to what GPT 4 can do they will raise their expectations and standards or what is reasonable work. So there will be more work and the nature of the work will change.

@trusterzero6399

Жыл бұрын

That is how it starts my friend. Try to get really good at it, so that can become the value you bring. Try to stay one step ahead

@eriktedja1199

Жыл бұрын

Free time to spare that the company paid you for, that they eventually want to fill up

@vodnalaprashanth3317

Жыл бұрын

Yes and there will be 10 people with free time, that's when the question arises

This will actually replace 2 out 4 jobs. So if you are in this field, you need to become an entrepreneur, laid off or work until you collapse and AI replaces you anyway.

Dave, thanks for your videos, good work. I wanted to ask - what microphone do you use?

As a final year Computer Science Student, I can't help but feel disheartened by this. All those nights up until 4am, studying, learning and coding every single day... at the cost of my health somewhat. All to finish university to be released in to a job market that won't want me. Especially with the current state of the world markets

@philo490

Жыл бұрын

Finish strong and jump into AI with the skill set you’ve acquired. You will be in demand eventually and the job market reward your persistence.

@Zuranthus

Жыл бұрын

you have to know how to code to get the AI to produce what you want, your job is safe

@daveebbelaar

Жыл бұрын

With a background in computer science you are solid man. Who do you think will build, control, and deploy all the future intelligent agents and apps? People that can code 💪🏻

@dmwhite6735

Жыл бұрын

Thank you all for your replies!

@Kamric68

Жыл бұрын

There are so many companies stuck using legacy technology from decades ago and will remain behind on new technology strategies like automation tools. Also, these AI tools will be just that, tools that those of us in Data Science (and many other industries) can utilize to make our jobs easier for certain tasks and open up new problems that need to be tackled during the process.

Am on the waiting list for this for months, I am eagerly waiting on this lol

Hey Dave great Videos, very inspiring One thing to mind, AI development is via a "Language model", this is not a "Knowledge model" But we can bridge this gap with a framework, knowledge and let the "language model" navigate through this framework ("pdfs" for example) We really need to accompany all this development and become experts in prompting, asking the right questions

Love this video thank you mate

Can't wait to experiment with this 🙌 would you equate these tools to smartphone cameras like i do? i.e. Everyone can now do a base level of good photography but dedicated photographers still have that next level knowledge to make pictures look even better?

@daveebbelaar

Жыл бұрын

Exciting right! I think that is a good analogy, although this might have a greater impact because there are so many applications for this.

Chat GPT-5 will most likely have all of these features instead of GPT-4 as they pointed out that's their main goal around the future models, to extend its ability beyond mere text input and output. I am quite excited to see how far we can get with such powerful tools as individuals.

Good to know datascience principles so you know what questions to ask

How long does it take to clear the waitlist for code-interpreter?

Will have a big impact on BI and data visualization. But we are a long way from this being relevant to causal / predictive analytics.

Thanks for your video, very scary!

One can do the same with pandas-ai package only difference is that you have to load the data into a data frame and after that it behaves the same way. Infact langchain already has panda data frame agent which can effectively do the same thing.

@daveebbelaar

Жыл бұрын

Yea but you will run into the token limit of the APIs right now. With code interpreter, it seems you can bypass that because the examples are loading large spreadsheets.

I think the social skills and domain expertise will be relevant in the medium term, but long term (10 years) work culture as we know it could be completely irrelevant. After that point I do think the authenticity you provide as a human will still be valuable for however long there are humans that seek a human connection. A certain percent of people will give you their time just because you are a real human so I would say the best future proofed skills you can develop are charisma, acting, and content creation.

You can actually comprehend the prompts or the data that Gpt gives us unless you've learned a little bit (or much) about stuffs related to data-anlysis.

these jobs will be lost but the great minds will be used for higher processing. Calculators did not destroy math but allowed for higher math instead of tedious calculations

Good video. I'm a data analyst and in the company I work, I build automated reports which are formatted to be consistent to run weekly or monthly. ChatGPT is incredible, but if you give the same prompt 10 times you may get 10 different results (all may be valuable but still inconsistent). Is there a way for ChatGPT to be setup to give the same results every time you give it a particular prompt? Also, I'm genuinely worried about our species having all our jobs replaced and people not being able to make a living in a capitalistic society. Even if you learn everything about AI, chatgpt, etc. I worry our economic system may collapse overall. Thoughts?

@daveebbelaar

Жыл бұрын

If you use the API, you can change the "temperature" of the model. I believe you can set it between 0 and 1. Where 0 is almost deterministic (same results every time). Many, many jobs will be replaced by AI, but there will be new jobs as well.

Daaamn x.x

Question - does the companies data stay private or does it become part of chatgpt … where someone else could possibly ask questions about the companies data if they knew the company used this ? Thank you!

@daveebbelaar

Жыл бұрын

Currently, OpenAI is still using your data, and you want to be careful with sensitive data. But there will be solutions for that. Microsoft is already working on a service where you can safely use sensitive data with LLMs.

@danielstiefel5677

Жыл бұрын

@@daveebbelaar thank you!!! - that will turn away some companies for now - but interested to see what Microsoft does

@danielstiefel5677

Жыл бұрын

@@daveebbelaarquestion where do they talk about this - is there a url you can send that talks about the data you pass to chatGPT will stay in its “memory” so to speak ? Thank you so much and great videos!!!

@daveebbelaar

Жыл бұрын

@@danielstiefel5677 openai.com/policies/api-data-usage-policies

@danielstiefel5677

Жыл бұрын

@@daveebbelaar would this also apply if i was using LangChain and csv_agent and using ChatGPT to work with the csv file?

I feel like autonomous AI will move towards an organic route utilizing artificial brain organic structure and cells/ combined with digital upload processes

This sounds like github copilot?

I'm curious if someone is working in an open source alternative to this...

OpenAI plugins are not that amazing, unless you don't know about python frameworks such as langchain, or many others that can already use tools - before openai. They already integrate with our computers, so there's nothing revolutionary about openai, or their plugins - everybody have plugins..

Is this truly gonna replace DA jobs in the very near future?

@scarabentertainment2645

Жыл бұрын

Haha is already doing that bro is over

I do have access to browsing + plugins, I did manage to get into the console and then the network tab, then i basically pressed Ctrl R and it reloaded giving some extra options, then i pressed some where randomly, and found a tab called "Beta features" I was shocked by that, i clicked it and it gave the following code: {browsing: true, code_interpreter: false, plugins: true} browsing : true code_interpreter : false plugins : true This code is fairly obvious, It says i have browsing and plugins, but it says false to code interpreter. What im trying to say here is that the code interpreter will be coming with beta features instead of coming at the time that plugins and browsing release Check the comments for more info (If i find anymore)

@BESTGAMER12132

Жыл бұрын

I found more code, This is the latest update log (May 12th 2023) Code view: 0 : "new_model_switcher_20230512" 1 : "model_preview" 2 : "model_switcher" 3 : "plugins_available" 4 : "data_deletion_enabled" 5 : "log_statsig_events" 6 : "dfw_message_feedback" 7 : "show_existing_user_age_confirmation_modal" 8 : "data_export_enabled" 9 : "data_controls_enabled" 10 : "infinite_scroll_history" 11 : "dfw_inline_message_regen_comparison" 12 : "browsing_available" 13 : "log_intercom_events" 14 : "use_account_check_v4" 15 : "beta_features" SImpliciated view: 1. Model switcher changed 2. More models to preview 3. new Model switcher added for plus users 4. Plugins are available for beta testing 5. Ability to delete all of your conversations 6. Chatgpt saves the stats of your accounts to enhance your experience (Im not too sure about this one) 7) The popup that requests you to send feedback (Also not too sure about this) 8) Chatgpt knows the age you set into your google account 9) Export your data (As in conversations) to a different account 10) Control your data (I don't know this one too well) 11) endlessly scroll through your conversations 12) I don't know this one but it does say "dfw_inline_message_regen_comparison" 13) Browsing is available to beta test 14) Some random triggers trigger when you log in 15) Account checking remastered for the 4th time 16) Beta features available This may be helpful

I actually just got hired as a data analyst 😂❤🎉

@daveebbelaar

Жыл бұрын

Congrats! Right now, these are awesome tools that will make you more productive.

The entire field and many others will be completely wiped out by AI. This tech is exponential remember, it builds itself. ChatGPT is nothing compared to what is coming, its only a tease

no biostatistics and ecology experiment report for college students😀😀

Lol, u serious? They will just give me more work. Also, you still need someone to interpret the results and to pose and answer the right questions. They don't pay me to make a nice graph. They pay me to think, to validate current business activities and to explore new avenues.

😂 all data analysts should become entrepreneurs. ChatGPT is after our jobs.

Now I am not a big fan of openai due to the long waiting time for the new features

@carkawalakhatulistiwa

Жыл бұрын

if all companies fired 10% of the workforce, yes at the same time there would definitely be chaos

that's why i'm not gonna study computer engineering

@daveebbelaar

Жыл бұрын

Why not?

There's no reason why AI won't be better at interpersonal relationships than actual people, that's obvious... You ever tried asking ChatGPT to teach you some data analysis technique in a real nice way? Idk why you think this is an area humans could accel over AI, interoffice relations? No way... Only way people will remain relevant in some line of work is to simply be able to utilize AI abilities to augment their workflows to the max or be able to orchestrate AI to focus in on your job and increase quality or quantity of your current outputs, which sounds like prompt engineering within your field of expertise. Basically AI isn't here to take your job if you can just use the AI to do your job better. At first glance it may appear to lower minimum or entry-level skill requirements for a job and seem to onboard anyone to start producing minimum output levels but it's the best use of the "the same hammer can build houses or crack walnuts depending on who's using it" anecdote because in the hands of people already at the top of their field, AI will do nothing but help them do things they didn't think they'd be doing 2 years ago. Or it's a lot like a calculator which they give to elementary school kids and rocket scientists alike, just like ChatGPT!

Everything will turn into a crazy lagging premium product. 🤮 I understand that many prefer to run it local/offline, with the bonus of a woke free version!