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Nope. No thoughts. Not many people use them so it's not something on my radar.

If they work in a deep learning niche... hell yes. Most do not. With that being said, most machine learning engineers will need to know basic deep learning frameworks and libraries.

This entire platform is about learning predictive analytics. Almost every course. www.logikbot.com

Maybe a few entry level roles. No, not mid level to senior devs.

Yep. There are many more data engineering roles though.

lol. Not in my world. Nice try though. Very few researchers make the coin I do when I'm working on a MLE project. A few do to be sure. Most don't. The top job is the *MLE* and isn't the researcher or faker scientist.

Sorry. I work in the real-world, not the future.

There are NO local models that aren't biased.

Glad you like them!

Copilot can't read through the databases 😂

Because no company on earth takes copilot seriously and copilot can't read the relationships in databases.

No video for that. If you can't get a job, you keep moving down the ladder. Next up, a help desk role.

this video is free knowledge!!

All three.

Only 5 months you're doing fine. Just continuing learning on your own, you'll be ahead of the curve.

@ thanks, Mike! Really needed to hear this!

Nope. Not how it works.

@@thedatajanitor9537 Ok thank you. Additionally, I'm currently self-studying transact SQL through Itzik Ben's books. I am doing some data-related work for my dad's company using databricks (although I'll be using spark SQL on the job mostly) to get experience. Would it be very difficult for me to transition from T-SQL to Oracle SQL? I want to eventually pass the Oracle Database Dev cert and I heard it is brutally difficult.

I honestly doubt it. Right now, it seems like many entry level positions are saturated.

SnowFlake to be sure. Many more job opportunities.

Sure. Thanks for watching.

Nope. Same course. I have all my content on LB and only a few courses on Udemy. The courses that match are identical.

If you don't have a programming or data background, it will be brutally difficult for you. Not only are you fighting for a job in the hardest space in tech and one of the hardest on earth, there is agism you'll need to deal with.

I'd pick a cloud platform and specialize. It's very difficult to learn everything for every role. For example, become a data engineer who is certified and skilled on Azure only... or AWS only. Event that is overwhelming.

Nope. No one looks at that. Data roles often don't have deep programming skills. They often use SQL and various tools.

@thedatajanitor9537 but can use this method to first get into a role like devops and then shift to MLops as MLops also requires devops fundamentals?

I honestly don't know.

You can move into Tableau for a DA role. Outside of that, I simply don't know any other entry level data roles man.

@@thedatajanitor9537come on Mike couldn’t he become like a DBA then go to a DE? Or couldn’t he become a straight up pure SQL Developer then try to switch into DE?

Without experience? No way in hell. There are no entry level DBA or DE roles out there.

Bro just suck it up and do power bi. If you don’t have the patience, then IT ain’t for you.

I am in the same boat as you -- I like databases and SQL but not PowerBI and Tableau. You can try backend web development instead but Mike doesn't teach any of that. However, you will still work with databases, SQL and lots of programming. So, you can try that and study Mike's material on LB and try to transition to ML and DE after a few years. P.s. Learning curve and skill barrier is much higher for that path though.

Nope. If I make more I leave. I have a 30% rule. If someone offers me 30% more in salary for the same job, I move on. Short term roles are expected in IT.

You've seen the light and are on the right track now. Study, learn, apply, repeat.

No one cares. Don't put GPA on your resume. In the real-world we don't give a shit about degrees. It's all about skills.

Hell yes. Not in the machine learning engineer sense. Cleaning data for machine learning is about preparing that data for modeling. Cleaning data for the DA or DE is about making it presentable and understandable for human consumption.

Domain knowledge from one field to the next is mostly worthless. If you aren't learning SQL, Python, libraries... etc... you aren't moving forward.

lol.

It's far more complicated than most think. That's why there are over 400k jobs open globally for MLEs.

We shall see. Robots might but Ai won't.

Hell no. The DE is the top role. The MLE isn't close. Data is the new oil. Ai needs the new oil to survive.

Nope. Yes, all the cloud provides have them and NOBODY is using them.

@@thedatajanitor9537 I really wonder why. Is it cost? Data would be essentially secured.. I think they have applications in customer service, education, and documentation/professional assistant to doctor/lawyer, but it seems just not worth the expense/unpredictability right now.

Essentially secured is not secured. Hell, some healthcare data can't even live in the cloud. Too risky. Companies don't adapt anything quickly that could harm the company and at every company nothing is a scared as data.

@@thedatajanitor9537 Makes sense, always a possibility of a data breach, so things stay on prem for absolute security. But at the same time, there are open source solutions for doing the same kind of LLM web-app setup even on prem. Probably too expensive to set up a bunch of Mac minis in parallel lol

Sure would make sense to start using a tool that's written by our enemy. :) It won't matter, no one will be using DeepSeek any time soon I promise.

He said ChatGPT is not used much. Why the hel would he say positive things about DeepSeek? Are you using yourhead?

Uhm. DeepSeek is also an LLM

@StefanReich I read that the breakthrough is by scaling RL and transformers, so they are different

@StefanReich yea my bad

Nope. I sure as shit don't. As a matter of fact, I guarantee it. Corporations NEVER care about the newest thing released. PS - I had to delete your other dumbass comment.

Nope. I promise. Because of who wrote this, especially nope. I simply can't believe the fucking naiveté from most of you.

@@thedatajanitor9537this fucking naivete is because you teach people that actually have a lack of or no experience in the field, arent those people your target audience? Otherwise I agree with you about training llms on prop. data

Nope. Did you watch the fucking video? Things aren't changing. Where do you work again that they use a LLMs?

@@thedatajanitor9537I am preparing for a data analyst job and I don’t see how things won’t slowly incorporate llms in the next two years , let’s say. Open seek r1’s ability to run offline is a start to enterprise owned llms

How long has ChatGPT been around? Why isn't it being used? It's being banned, not used. Open whatever is today's new toy. I'm guessing most of you have never had a job or this wouldn't be so hard to understand.

@@thedatajanitor9537 fair enough, it is reassuring to know

@ yes i got a job at best global companies thanks to your logic bot. but we cant deny this is happening.

Yep. So?

How do you think they work? How do you get any benefit from them if you don't use real data?

@thedatajanitor9537 maybe I am using them wrong but I use it to help me make more complex queries. I use dummy data, if you are putting actual data in there you're insane.

Yep. There are people who think using any data is ok. I was working at a large healthcare company when ChatGPT blew up. Several company wide email blasts were made not to install it. Many did anyway. A few were fired but because there were so many idiots, the company simply locked down all the laptops. If you wanted something installed, you called help desk.

Say hello to my little friend.... s.

I'd focus on become a data engineer. It's a much more realistic path. Then become a MLE after you have all the CI/CD stuff down. Actually, I'd just become a data engineer,

@@thedatajanitor9537 gpt said same thing chief, thanks for this

No, it's not possible. And I guarantee Mike doesn't care about AGI. Neither should you. Mike cares about the real-world and making coin; not science fiction fantasies.

Define AGI.

@@thedatajanitor9537 AGI is believed to have reason capacity of an adult in any topic

@@MatW1lson Why isn't it possible? A bigger "science fiction fantasy" would be the idea that human brains run on magic.

@@MatW1lson lol cope harder AGI is coming :)

The only way to find out is to try. The experience does carry a ton of weight.

@ I will try my hardest, I’ve also wondered if I can bypass filters by briefly mentioning why I pursued certs over my BA on my CV, could this work? Is the word BA the only thing that triggers?

I don't know how they are written. I've actually never seen the code. My guess is they are simple keyword lookups.

Nah mate, in Europe you’d need both! I personally would always go for the candidate with education, so long as they show enough practical skill. Otherwise, that deflates the value of education, which is not right! Furthermore, as someone coming from a family with a tradition in education e.g. my grandparents, my parents, my cousins, my children will be held to the same standards etc are educated, meaning that they hold one or more degrees (I personally hold a BSc in business management and MSc in Computing and Technology. I use to be a manager and analyst, but I also do programming on the side as I’m bored of 9-5 and all that office reality. ) I think that this shouldn’t be allowed. Or otherwise this way, the order is getting destroyed, and everything is turning in chaos. This is the reason why the whole western world is falling apart, and everything going wrong!

@ Alex, how is online learning not education?