AI/ML Engineer path - The Harsh Truth
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About this video
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Are you considering a career as an AI Engineer or Machine Learning Engineer? Before you dive in, understand the harsh realities of landing your first job in tech. In this video, we break down the unfiltered truths about AI engineering and machine learning jobs that you won't find in the job postings.
Discover the real demands of the job, the significance of degrees, and the competition in the AI/ML industry. We'll also provide practical insights on how to navigate these challenges if you're determined to pursue a career in artificial intelligence or machine learning software engineering.
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I give advice for navigating your engineering career journey successfully
⭐️About me
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Hi, I'm Jean, Founder of Exaltitude. I've been working in tech for the past 15 years as an engineer, an engineering manager, and a team-builder. I was the 19th engineer at WhatsApp and worked with Facebook as an Engineering Manager for six years after the $19B acquisition. I'm excited to share the ins and outs of a software engineering career based on my experience as a hiring manager for top tech companies.
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@exaltitude 23 дні тому
✅ FREE Study Plan to Learn AI/ML Engineering FAST with ChatGPT www.exaltitude.io?
@eddsimounpoblete9961 15 днів тому
a people that with adhd can make living about ai engineering
@b-tec 6 місяців тому
"companies just throw terms around." The most important sentence for any applicant to understand for almost any job.
@TheMightyWalk 7 місяців тому
Job descriptions are a joke
@dolsemiyano 6 місяців тому
Fr I am looking for an internship and have just gotten around browsing linkedin but was disappointed to see the long list on each candidates’ requirement. They mention proficiency in azure, aws, linux, plus a thousand other frameworks that the candidate must possess 😅😂😂
@lazydamsel 6 місяців тому
Lol I am almost a fresher after 13 yrs of other work experience and I was wth manhow do I all of those
@nelsonk1341 6 місяців тому
@@dolsemiyanothose aren’t really intern, intern suppose to be a opportunity for students to learn, but they just want experts to handle those cumbersome tasks while paying almost minimum wages…,sad but this is what happens nowadays
@gotthecutenessoverload1086 5 місяців тому
@@dolsemiyano ignore those jobs. They're just trying their luck to hire a mook who will do the job of 10 people at the price of 1.
@rey82rey82 3 місяці тому
Learn to describe
@johndeanconway7931 Місяць тому
Following the current inflation rate, FIRE and Retirement plans should be out of the options with seasonal job layoffs included! at this point having a job doesn't mean security rather people should join a business trade and build more streams.
@davegustavo4726 Місяць тому
Protect yourself against your job, Run a side business or contribute to an open earning project streamline that is unrelated to your day job, that way you develop an independent skill against layoffs.
@mikenorman5172 Місяць тому
Big ups to everyone working effortlessly trying to earn a living while building wealth even after the massive layoffs. My wife and I we are both retired with over $2 million in net worth and all paid off debts. living smart and frugal with our money, made it possible for us this early, even till now we earn passively with our asset coach. Adapt to a lifestyle, be thrifty, set a budget, save money and build more streams.
@jessicamegan5850 Місяць тому
Our way of life needs better alternative, but at the same time, people also need to be more responsible. I know for a fact that there's a lot of people that simply don't make enough, I make roughly hundred plus a year and in California, rent inflation alone eat up almost all of what I make, with dependents and other obligations included, it's easy to end up with zero. however it’s a good time to add to existing holdings at follow -on opportunities.
@mikenorman5172 Місяць тому
Fine steps ma’am you could also take advantage of some growth stocks at the moment, every pro is currently bagging on some digital surge. For me, my coach Frost hilda my advisor has been using every opportunity to ensure I benefit, well positioned as I’m also privy to improve.
@lukehaswell3075 Місяць тому
ensure you add value to your life first not always to your employer, everyone is replaceable. I am always making sure of this to ensure my own sanity and future security.
@becayebalde3820 6 місяців тому
I hold a Master’s in AI. I struggled to find an internship to complete my degree. I have been working for 6 months and most of the jobs in Canada required 3+ years of experience. It’s like there are almost no junior roles. Edit: I got hired where I did my internship. After months of hard work, my manager found that my work was outstanding and supported me until they agreed to hire me. What a great woman!
@KokkeOP 6 місяців тому
This is the true trend. There are no real junior opportunities. If not then very very few.
@johnsmith-ro2tw 5 місяців тому
it's the same in the SW industry. The nature of the industry (fast paced, competitive, investors wanting a quick return on their investment) means hiring companies need skilled guys, who can work autonomously. That leaves little room for juniors. "junior" in a job ad means "low pay", not beginner. So, one needs to find ways to get the skills and confidence needed (side projects, etc....)
@rageworthy7355 5 місяців тому
Can you be self taught and find a job to gain experience or?
@basilmcdonnell9807 5 місяців тому
@@rageworthy7355I would say no. ML and AI are just new words for "math". There isn't a way to shortcut the math.
@georgesmith9178 5 місяців тому
@@basilmcdonnell9807, Well, this has been the case with most IT jobs since I remember (30 years in IT). If you really, really want the job, try another country with less pay, say India, or Mexico. You will actually enjoy the change of climate and culture. Otherwise, learn what the main tasks you need to perform are, then create at least 4 projects that showcase your ability to perform the tasks. Make sure they are well documented and can be demoed - recording a short demo and posting it on your UKposts channel will go a long way. And remember, your hands-on experience is worth ten times the degree you have. And who knows, you may actually monetize one of those project and start a company around it. Then you will be hiring ... eventually :)
@jsfnnyc 7 місяців тому
AI is all that Wall Street can talk about. Every company is supposedly investing in AI. So why is it so hard for people to find jobs in AI?
@exaltitude 7 місяців тому
Whenever something gets a lot of attention > popularity increases > competition makes it hard to get into it
@vitalyl1327 6 місяців тому
Is not getting rid of unnecessary jobs the whole point of AI automation?
@demodiums7216 6 місяців тому
AI was invented to take your jobs lol
@zenith_journey 6 місяців тому
Supply goes up more than demand
@viacheslavspitsyn2995 3 місяці тому
Are there interesting careers in tech that with less competition? What can you say about Rust development?@@exaltitude
@anon3181 5 місяців тому
Jean, I am a Mechanical engineer by degree. You said it right, getting your foot inside is really important. I recently joined an IT industry where they are using ML to automate mechanical simulations. In my team, they only do it manually. I need to shift to the ML/Automation team because that is my passion wholeheartedly. I talked with the manager as it's been only 15 days since I joined the project. I am planning to do Masters in AI/ML. Your video gave lot of interesting insights. Tysm.
@tfebster 6 місяців тому
You're right. Here's how I did this. Got a job on the lowest rung of a tech company in basic support. Then started learning data science...learning grew, curiosity on how to fix things grew, did projects at the company to solve problems...Basically, you're paying yourself to learn in a way. The first step is what is counter-intuitive...which most people want to skip.
@exaltitude 6 місяців тому
That's exactly it! Thanks for sharing your experience. Instead of paying schools thousands of dollars a year, you earn thousands of dollars a year to learn at a job - which I think is a better bang for the buck!
@user-zt1xw9ct5r 5 місяців тому
So, that would be what I am thinking to do. Starting from a data analyst role, do you think it is possible? In one/two years. Trying to get as fast as possibile in something more business intelligence and than optimization/ml/ai. Does it make any sense? Or just utopia? Studying hard, of course.
@exaltitude 5 місяців тому
@@user-zt1xw9ct5rwhy business intelligence? That seems further away from AI
@purnimasuthar3267 7 місяців тому
Fantastic video .. exactly my thoughts at the moment, trying get into AI after being a full stack for more than a decade
@exaltitude 7 місяців тому
Thank you! Full stack is a great field to be in at the moment. Best of luck!
@HigkeyRegarded007 5 місяців тому
Thanks so much for this! I had a feeling this was the case. That being said I’ve been in a bootcamp during the summer and now a fellowship but I got a job during this fellowship and I definitely feel leaving early and learning on the job is the best decision for me. I had so many positions in the past that I got my foot in the door but never monopolized on the opportunity to grow at those companies.
@brunochapeton9213 6 місяців тому
I think you are right, but the confusion level on job postings is not just limited to ML/Ai. I see the same pattern of confusion postings on the rest of IT: from NOCs to Sys Admins to Net Engineers. Clarity on the hiring end would definitely assist in hiring process and employee retention.
@hdjfjd8 6 місяців тому
hiring process is entirely broken throughout
@xenofy7968 6 місяців тому
10000% @@hdjfjd8
@sea0920 6 місяців тому
I think even job titles are confusing. I guess nowadays people call it AI/ML Engineer, it used to be Data Scientist.
@sinbsdog8283 6 місяців тому
plus i generally set a filter for entry level swe jobs, and I end up seeing 80% of the jobs requiring 3-5 or even to 10 years of experience.
@exaltitude 6 місяців тому
@@sinbsdog8283 10 years 😂
@optimizacioneningenieria3385 7 місяців тому
Thanks! Very useful and realistic advice. As a self-taught developer, I am getting ready to land a job as a web dev, get some experience, and then try to move to ML. I think this makes more sense than trying to enter a market with such complexity as ML.
@exaltitude 7 місяців тому
Glad it was helpful! That's exactly it. Starting with web dev is a great idea
@cc1drt 6 місяців тому
web dev has nothing to do with ML and bosses wont care about that experience due to it not being relevant enough to matter.
@adam-nw5cn 6 місяців тому
as long as you have a plan in place to transition from web dev to ML, i think you're on the right track 😉. it's very common for self taught developers to have web dev as their first job, so good luck!
@AnushkaChathuranga-cw7tc 6 місяців тому
You cant land a ML job with web dev experience.
@tupoiu 6 місяців тому
@@cc1drt I think it depends. Web dev -> Fullstack/backend dev -> data engineering -> ML/AI sounds like a very reasonable path to me. It definitely depends how open minded your boss is, though. I was hired as a backend dev to make a domain registrar, and now I've been moved to implementing language embeddings on our system to explore documents. I did this by making a hacky python demo of language embeddings and then explaining to my boss how it could be incorporated into one of the other projects. I'm at a small company so it may not be as easy at larger companies, but still you learn how to make hacky demos by writing code, frontend or backend.
@svdfxd 5 місяців тому
One of the best videos...whatever you said is 100% true...because now-a-days there are many UKposts channels, courses and other bootcamps who claim that one can learn AI and get a job right away
@exaltitude 5 місяців тому
Yea there seems to be many! Don’t listen to those
@QuantumLegal 4 місяці тому
Very pleased you took the hard path of sharing a hard truth. I could safely say we would never hire anyone who just took a few courses, boot camps, or certifications; they would expect pretty much what you showed - a master's degree at a minimum, a very strong math background, and significant industry experience. So many phenomenal graduates from solid programs, why would they settle for less than that? They wont. Better for aspiring engineers to find out what employers will want to see than investing a lot of money in skills or certifications that just won't be competitive.
@danirichard470 5 місяців тому
I am a retired "Information and Computer Scientist" (It says that on my diploma). In over 42 years I have been a Compiler Writer to a Space Flight Software tester (think SLS) with side trip into Systems Engineering. I liked what she said. You need one or more degrees with experience. I was Co-Op in school which was help. I always treated AI a side interest but kept my day job. I have lived through the AI Summer-Winter cycles in 1970's and 1980's. So I saw those AI PhDs get jobs and then get laid off. Don't put all your hopes in being an AI only person. Each time I see a report of another AI Hallucination, I feel the cold chill of winds of another AI Winter.
@QuantumLegal 4 місяці тому
Likewise, I have been around a long time in the field in one capacity or another from trainer and developer to data architect (none AI). The cyclical feast-and-famine nature of AI is not being reported - it is popular and hot for a few years then dead again for a decade. Maybe this wave last but history suggests that it well see a familiar boom/bust cycle.
@sandyz1000 6 місяців тому
I can totally resonate with Jean; it's challenging to secure AI/ML positions in 2023, even with experience from major tech companies. If someone is considering a career in AI, pursuing a Master's degree can expedite the job search process. I, personally, transitioned to a career in Rust software engineering after facing difficulties in finding opportunities in the machine learning field.
@Unbroken.005 6 місяців тому
What if some undergraduate wants to start learning AI/ML now? Is it worth?
@christmasisawesome9348 6 місяців тому
How is it like working as a Rust software engineer? Is it payout good? Work life balance?
@DagarCoH 6 місяців тому
@@christmasisawesome9348Same as any other software engineer I suppose. Rust though seems on the rise, so it might be worthwhile looking into it in your spare time if you can
@exaltitude 6 місяців тому
@sandyz1000 I’m glad you found your path
@exaltitude 6 місяців тому
@@Unbroken.005 worth what? Depends on your goals and depends on the school
@abdullamaseeh5828 6 місяців тому
You know what? Job hunting is not worth my mental health. I'm sick of never being 'good enough' in the eyes of employers and if I die having never landed a job in AI or ML then so be it. I don't care.
@SuperMixedd 6 місяців тому
nice attempt to cull the competition. I'll try twice as hard now
@thecoolnewsguy 5 місяців тому
Yeah true I'm thinking about starting a business when I become proficient in web development because I hate being a slave to someone
@user-xd8xv3ns9d 4 місяці тому
Why would you want to work in AI/ML anyway? Sounds boring. Lots of the openings are data drones. How many true ML engineers a company really need anyway?
@masadamsahid 6 місяців тому
I love hearing the harsh truth from your explanation. Very rational and arggumentative
@exaltitude 6 місяців тому
I’m glad you found it helpful! Let me know if you have any questions or suggestions
@hk_creations Місяць тому
@@exaltitudeis AI jobs are there or not should I persue ug in AI or not
@doesthingswithcomputers 5 місяців тому
Having converted career paths over the years. Start off with low level supporting work, the low hanging fruit, for ML as there is a shovel phenomena for the gold rush that is ML. As you progress you have the opportunity to learn from mistakes made by the people practicing ML.
@OluuObi-rb8gs 5 місяців тому
What are the examples of some of these low level supporting work? Thanks
@shriyathabe9441 20 днів тому
Yes if you could elaborate on the roles? Thank you
@koriko88 5 місяців тому
Never go to school to get a job and don’t expect to be employed in the field you went to school for. The world is changing so quickly that it’s just not predictable. Go to school for the business that you want to create.
@Iztheticgaming 5 місяців тому
What about those who have Bachelor's in AI? Will it make it easier to land a job in AI as compared to those with Bachelor's in CS or other Fields?
@Fonsecaj89 6 місяців тому
Not only that, it also happen with the programming gurus that say with only boot camps and some other UKposts videos you will land a +100k job… what they don’t say is that you have to have a minimum skill set just to find and solve problems, I have seen “programmers” that have poor problem solving skills that are not related with the programming language or the framework they use… that’s the same for those so called “machine learning engineer” that thinks that everything can be solved with linear regression…
@zekesalazar7643 5 місяців тому
I’m glad I don’t have to worry about finding a job and can just move up my company instead. It’s so much easier and faster process than browsing for jobs and getting rejected in every corner, even for the basic jobs you are describing as getting your foot in the door.
@TheJacrespo 3 місяці тому
This field is massively oversaturated because every Jack in town wants to get into it. As a result, you have thousands of applicants for positions. It's impossible to stand out in such a crowded selection.
@Yavin4 5 місяців тому
A lot of companie hire people to impress investors and creditors. They may not have a well defined role for the applicant or they may have you doing work that's below the level of an AI/ML or AI/MLOps. You have to scrutinize the job ad and ask questions if you're lucky enough to be interviewed. This is a fast growing field. Roles are not going to be well defined.
@RickSlaughter1 6 місяців тому
I’m currently a PM in biotech trying to migrate towards AI/ML product management. Do you think your stats for AI/ML engineering roles are still applicable to AL/ML PM roles?
@exaltitude 6 місяців тому
There is no phd for PMs!
@th3pac1fist Місяць тому
I’m in a senior role in cyber security and our company lets us shadow other teams, which is pretty cool. I was super interested in checking out the Machine Learning (ML) team, and it turns out the manager and I hit it off because we like a lot of the same stuff. It felt like we became work buddies because of that. But even with us getting along so well, he gave me a massive list of stuff I need to get a grip on before I can even start shadowing an ML engineer. Being senior means I’m already juggling a ton trying to stay on top of my own field (cloud security for me), not to mention being involved in big projects and the usual day-to-day work. Now, I kinda feel like I’m whining because getting a shot like this is rare, but honestly, the list was so long, it would’ve messed with my main job. I’m still tossing it around in my head, but I really love cybersecurity. Maybe I just like it more than ML, you know? Landing specialized jobs such as in AI/ ML, though, I seriously feel it’s just about knowing the right person or being in the right place at the right time.
@user-ex2yt1pl6u 6 місяців тому
You can delude yourself by telling yourself that education does not matter because you want to hide your insecurities. However, videos like this will always remind you that those who meet the educational requirements will always be at the top. It is not about learning HTML, CSS and JavaScript and calling yourself a software engineer; you must do what is required if you want outstanding results. As the old saying goes, you cannot have your cake and eat it.
@alexheuman3586 6 місяців тому
Idk after reading all these comments about people with education and no job I feel lucky to have a great remote job in AI without any college degree whatsoever.
@exaltitude 6 місяців тому
@alexheuman3586 How did you manage to land an AI job?
@frankdonofrio6779 5 місяців тому
@@alexheuman3586 Please share with us how you got that job.
@lavatr8322 5 місяців тому
Im a 3D Artist with a bachelors in CS , I'm looking towards data science. Idk if i should take that leap
@exaltitude 5 місяців тому
@@lavatr8322 what's holding you back?
@beanie741 6 місяців тому
I have a social science/HR background and will be starting my masters in data sci soon. I'm hoping to work on a few HR automation projects for my current company (which is already in the AI Edtech space) and hopefully move into a ML Architect role at either this company or another. Hopefully I have an interesting career journey to share in a couple of years haha.
@exaltitude 6 місяців тому
Sounds like a great plan!
@imanitrecruiterineurope4142 6 місяців тому
Can confirm the general interest for this - I am in the exact same position and it seems there is a ton of work in this field for mid-size companies
@sakatagintoki8835 Місяць тому
Don't cry later 😊
@asdfasdfasdfasfdsaasf 6 місяців тому
According to this person, if you have no experience in ML/AI and you want a job in the sphere, you should get a full stack role first to get experience. I assure you this will have a very marginal effect on landing real AI engineering jobs if that's what you want. The ROI is barely there. Instead, you should forget about full stack roles and dive deep into AI/ML education/hands-on engineering of ML solutions, get a master's or a phd around the topic. Knowing react won't help you land a job in any serious ML engineering position.
@user-xd8xv3ns9d 4 місяці тому
"dive deep into AI/ML education/hands-on engineering of ML solutions, get a master's or a phd around the topic" So, basically start from scratch, study for 3-4 years and hope that there are enough ML/AI jobs at the end of the tunnel (and hope that employers don't ask for 8-10 years of relevant job experience because you have none).
@Terence.Watkins 3 місяці тому
Thank you for being honest and geniune unlike a lot of these "become a AI dev in 1 week" content creators. I work from home so I will be taking a full year learning python, python oop, numpy/pandas/mataplot, and brushing up my math skills, and learning other things in the world of AI/Data science.
@KinomaroMakhosini 6 місяців тому
I almost skipped this thinking it was gonna be one of those "gurus" talking about how to master machine learning witn certificates to get a job but i clicked on it to see if i can critique it and im glad i did because you spoke about the reality of this industry. I have no work experience im still pursuing an honors in data science and i think that is the best way to get yourself at the door
@exaltitude 6 місяців тому
I’m glad you found the video helpful! Let me know if you have any questions :)
@0lman.morales 5 місяців тому
Employers be like “And 15 years of experience working with Llama preferably.”
@zacneley4685 6 місяців тому
so am on my final year of study as a software engineer hasnt rly been long since i started investing time into Machine learning / AI so every time i think about those coding interviews i kinda feel like its not even worth applying . In any case am currently searching for an End of study internship doesn't rly matter where but pref europe ig , so the question would be is there any advice you'd give me someone like me ? Thanks in advance
@exaltitude 6 місяців тому
I talk about coding challenges in my newest video watch it here ukposts.info/have/v-deo/l3KqanqnfaWKxmQ.htmlsi=fOeUw_4tKPbC6DtT
@t.t.channel6691 2 місяці тому
Should I choose software engineer degree or AI engineering, which one is good ( sorry I haven’t experience of these that’s why I am asking)
@23lilwaynercks Місяць тому
So I’m about to begin my masters of computer science. I’ve been looking at the degree routes and I’m interested in the AI/ML specialization route. I’m currently working as a system/software developer at a school district with nearly a year of experience after graduating with my bachelors in IT. Should I just go the software developer route and break into AI? I’ve looked at roles such as computer vision engineer, and AI developer. But a lot of them do require that 5-8+ years of experience of programming and usually in the tech industry. While I would like to break into the world of ML/AI I think it’d benefit me more to specialize in software development with my masters. So then I’m not so sure if trying to specialize in AI/ML with a masters would be worth it if I end up working as a software engineer? I’m going to try one of the AI foundations classes out and see how I feel about it.
@WiseTechTalk 6 місяців тому
Do you think that as a french with a bachelor degree in IT, three 6 months internships, 5 certifications in AI and maths, and a portfolio containing complex projects it would be possible to land a job in Canada ?
@exaltitude 6 місяців тому
Certificates and portfolios don’t matter. Depends on what you did at the internship
@alexheuman3586 6 місяців тому
@@exaltitude He said certifications not certificates. And certifications do play a good role.
@firebirdies 5 місяців тому
What are these certifications?
@LDyy1688 6 місяців тому
Thanks for sharing this information! I am a freshman at UW Seattle studying computer science and interested in AI/ML engineering. However, I observed that the AI/ML class taught at UW is very theoretical, requires much math and statistics, and teaches nothing about the application. Other students who have taken the class have also suggested I not take it if my focus is to get into the industry instead of research. After watching your video, I think that I should take online AI/ML courses that place more emphasis on the ML application and start doing side project that uses ML, so when I graduate in 3 years(I am almost junior standing), I will be a full stack software engineer with some knowledge of ML. Then, I can build up ML experience during work and transition towards AI/ML engineering. My questions are 1. Do you think it's a plausible career path? 2. If the goal is to become an AI/ML engineer, should I choose AI/ML or software engineering as my area of focus when I pursue a master's degree(a part-time program offered by UW)?
@dolsemiyano 6 місяців тому
I have the same question
@exaltitude 6 місяців тому
What you study at school isn’t the biggest factor for your future employment. What type of internships have you done?
@exaltitude 6 місяців тому
I talked about the top 3 things companies are looking for in candidates in this video - [Live] Mastering Your Job Search: LinkedIn Tips, Resume Hacks+ ukposts.info/have/v-deo/oJ1mZ6Rvq6eTtaM.html
@LDyy1688 6 місяців тому
Haven't really done any internship since I just started college, but am looking for an internship for a software engineering role.
@exaltitude 6 місяців тому
Good that you’re looking for internships. Focus on that!
6 місяців тому
Thank you for the video. Just some feedback @ 2:42 - you meant percentage points right?
@exaltitude 6 місяців тому
you're right!
@TotallyFred 2 місяці тому
The best advice you gave is “make yourself useful” (paraphrasing). This may even get you promoted. In the best companies (not always the most visible, or best ranked), you can even end up creating your own job. Don’t do what you like. Like what you do.
@jayliu6076 3 місяці тому
It certainly feels like AI will be able to do much of the things folks with 4 year degrees will be able to perform, maybe even more proficiently than human counterparts to some degree. I’d assume only those doing cutting edge research would be left unscathed.
@isynera 3 місяці тому
Lots of great advice, thank you. Would you be great to have a roadmap for full stack software engineers who are trying to break into AI/ML and compete with PhD's.
@exaltitude 3 місяці тому
Have you seen this video? Learn AI Engineering FAST with ChatGPT ukposts.info/have/v-deo/l4OcZI1umm1pr3k.html I shared a custom AI roadmap via ChatGPT
@caine7024 7 місяців тому
Really useful! thank you
@exaltitude 7 місяців тому
Glad it was helpful!
@cloudcyclone 6 місяців тому
just also realize that "prompt engineer" is not a long term career strategy. that job will not exist in like a few more years.
@exaltitude 6 місяців тому
I agree - I don’t know if it’ll disappear completely in a few years but definitely not going to be an excelling role
@thecoolnewsguy 5 місяців тому
Seriously? Is this even something hard? Prompt engineering is the best joke I've ever seen since the release of chatgpt
@manguys9589 5 місяців тому
I feel like these are the new jobs after the abomination AI is. If jobs are going to be like that, all about AI, then I can't handle it anymore. Job market is becoming a clown circus.
@mohaibshazad5424 2 місяці тому
Why do you think prompt engineering won’t be good long term? Isn’t it basically an engineer that can fine tune generative ai?
@yaroslav8717 5 місяців тому
I am web dev (php, js) and now I learn python aiming to work with Pytorch or Tensorflow. Am I naive or I can get this job in year or two?
@krimmy8459 Місяць тому
I am learning Data Science right now theough a bootcamp. My plan is to work as a Data Scientist for sometime then transition to ML/AI Engineer (possibly by going to another bootcamp to get the knowledge then applying for jobs once I have a few projects ). I don't plan on doing an MSc or Phd for either DS or ML( I don't have the resources for it ). I don't know if my plan is solid. Any advice please?
@48_subhambanerjee22 6 місяців тому
I made a couple of projects using flask, python, data science,r programming, tensorflow,neuralnet stuff..... just for fun... but i dont think i will get a job in that field. The competition amd recession scares me
@exaltitude 6 місяців тому
Is there a field that has no competition and no recession?
@48_subhambanerjee22 6 місяців тому
@@exaltitude haha. sadly no 😞.... I think I might apply to some company after I finish my college. Moreover I do study in the field of CS. I wanna pursue my job in the same field....
@exaltitude 6 місяців тому
@@48_subhambanerjee22 go for it! you got this!
@ArunKumar-bp5lo 6 місяців тому
job posting want experience candidate in entry level jobs with overqualified so they just add whatever in job description and hope someone descent applies
@saturnteatree 6 місяців тому
A company said 15 years docker lol docker has been out for only 10 🤦🏾♀️
@exaltitude 6 місяців тому
Lol that’s a good one!
@hottroddinn 3 місяці тому
Same! Going through the comments first actually helped me to listen to the video.
@NathifaCurtis 12 днів тому
I saw this in the airline business. Company in Canada was asking for 5 years experience flying an aircraft that was only out by Boeing for less than a year.
@taterrhead 6 місяців тому
do you have any videos/blogs on a self study path into ML for those who are already working as full-stack, web, or C++ devs?
@exaltitude 6 місяців тому
I’m working on that video now - building a study plan to master ML. Stay tuned!
@prasannakarthik7721 6 місяців тому
Hi, loved your video! I'm from India and an RPA Developer with 4.5 years of experience at Infosys and Accenture. I want to pivot to AI/ML engineer and I've just started to do courses on ML to learn the fundamentals. Will it help me land a AI/ML job if I do side projects like building an app that uses AI to solve a real-world problem? I've only a Bachelor's Degree by the way. Thank you
@blackhole4813 6 місяців тому
Gl I've been doing it it's hard
@prasannakarthik7721 6 місяців тому
@@blackhole4813 Keep working hard. All the best to you! Share your success story soon
@exaltitude 6 місяців тому
Unfortunately, working on projects don’t necessarily guarantee that you will land a job, but working on projects is the best way to learn AI/machine learning
@DivineCodeMythology 2 місяці тому
@@exaltitudeso what guarantees for this job if we don’t have any experience?
@exaltitude 2 місяці тому
@@DivineCodeMythology you need to fill up the “experience” section. I explained it in this video: Zero Experience Resume Tips From a Big Tech Hiring Manager ukposts.info/have/v-deo/eZ2Bi4RthJmJmJ8.html
@mauriciobr5574 3 місяці тому
If this year I'm graduating from mechatronics engineering but want to switch to Data Science/ML, should I do an internship related or a master's before to get into ML world? (Only know how to program in Python)
@exaltitude 3 місяці тому
Internship - 💯% Python is what you need for ML!
@mirsahib596 3 місяці тому
What kind of projects (ml/ai) do you think would be a great fit for your resume
@exaltitude 3 місяці тому
Have you seen Learn AI Engineering FAST with ChatGPT ukposts.info/have/v-deo/l4OcZI1umm1pr3k.html I share project tips at the end
@frederickrohn 6 місяців тому
Hi! I'm a Junior in college studying Data Science, I've taken the introductory CS classes (Intro and Data Structures), and I'm wondering what the first skills are I should learn to get my foot in the door in the field of engineering.
@exaltitude 6 місяців тому
Watch my recent video - "Best Coding Language to Learn" ukposts.info/have/v-deo/cadzmamRe6-KyWw.html
@sakatagintoki8835 6 місяців тому
SQL .. statistics..( mean mode.. median..standard deviation.. hypothesis testing.. probability).. python.. spark.(for huge amount 0f data). pandas.(for small amount) . polars (for medium). Data cleaning.. like missing value imputation..feature selection.. master supervised learning only bcoz 80% business problems cam be solved using supervised learning only.. ... Docker.. git. Finally get any cloud vendor certification I will recommend Google cloud or aws
@herp_derpingson 6 місяців тому
GET A REFERRAL! THATS THE SECRET EMPLOYERS DONT WANT YOU TO KNOW!
@hemanthg1568 5 місяців тому
Very useful insight, Thanks!
@exaltitude 5 місяців тому
Glad it was helpful! Let me know if you have any questions for suggestions for future videos!
@amdenis 2 місяці тому
Except for a very small percentage of highly gifted people, or very specialized jobs, most people need several years of project experience to become reasonably skilled in ML and definitely at least a couple more years in DL. Of course some level of productivity is possible before that, but it really depends on the person and the job.
@Qwantopides 3 місяці тому
What a nice person you are! I don't know why I just liked the whole presentation. Especially liked the little tongue twisting at the end. It made you very relatable.
@user-hg6wm7sc9q 6 місяців тому
The trick is that, you got relevant working experience, you can understand the lingo and working experience level behind the scenes. If you can’t understand the job adv, it means you are not senior enough.
@exaltitude 6 місяців тому
Understanding the lingo certainly helps!
@parveshnehra Місяць тому
I have 10+yrs of experience in non-tech but seniors roles (VP level). I just made a switch to tech, as a Staff Engineer, after 3yrs of side-projects and starting up a startup where I built all tech (full stack). I'll move to the US after 6-12 months and I wish to build my career in AI related roles. What the best roadmap that you'll suggest? Specifically - will doing a masters in the US increase my chances to scale up the ranks faster. PS: I had a non-cs engineering degree from one of the top 3 colleges in India (IIT Delhi)
@wendellovesbiscuits Місяць тому
Hi, thank you for the video. I want to get into AI/ML and wanted to get your opinion on the odds of getting a job right now. I have a B.S. in Applied Math and 6 months as a statistical programmer at a clinical research organization. I have only used SAS in the professional sphere but have some solid experience with Python pandas. Would love to hear your honest thoughts on how attractive a candidate I would be.
@i_youtube_ 5 місяців тому
Getting hired as ML engineer is very difficult because companies want to pay high salary for engineers who have deep knowledge with years of experience in the field and these people are hard to find. So companies are picky and it is so hard to pay you high salary while you are still learning about the field and never had built something advanced. BY THE WAY, there are no openings for juniors in AI space. If you are junior they will hire you to do some data analysis for AI projects but you won't work as ML engineer.
@gotthecutenessoverload1086 5 місяців тому
Its the same for cybersecurity. Everyone is saying how important it is and there is a severe shortage of workers but in order to get your foot in the door, you need a ton of certifications AND a good amount of experience. There are some entry-level positions, but good luck trying to get one and expecting to do the things a cybersecurity engineer does. You'll most likely start off as an L1 support.
@i_youtube_ 5 місяців тому
@@gotthecutenessoverload1086 You can get a Job in cybersecurity without experience. Get CCNA training and understand networking well by practicing in packet tracer. Learn Linux well. Practice hacking a lot. Learn about firewall and practice it. Get OSCP cert. After that apply for jobs. Make sure you have good CV.
@syedrizwan2203 Місяць тому
Love your way speaking which holds the viewers to watch full video in such boring topics also.
@Xeta_ 6 місяців тому
You need a relevant master’s and 5 years of software engineer experience
@zainkhalid3670 6 місяців тому
I've an AI Operations Engineer offer and i don't know what to make of it. I'm a fresh CS graduate and have a machine learning certification and i did a project on upwork that is very relevant to the company hiring me.
@exaltitude 6 місяців тому
What’s holding you back from taking the offer?
@zainkhalid3670 6 місяців тому
@@exaltitudeI think I'm under qualified for the role. I fear what if I'm unable to live up to the expectations of the organization. Plus the term "Operations" is confusing. Is it generally better than a simple AI Engineer role or what?
@exaltitude 6 місяців тому
@@zainkhalid3670Have you tried asking them why ‘operation’? It’s not unusual for companies to come up with unique titles. As for being qualified, they wouldn’t have given you the offer if they thought you didn’t qualify.
@FrappuccinoAlfredo 6 місяців тому
Is it worth it to pursue anything these days? Cutthroat competition will only get worse. Once AGI is a thing, why even try to compete with more efficient workers? Nevermind the Singularity. I wonder if I should just focus on surviving for as long as I can. Anyone else feel the same way?
@c.mirashi 6 місяців тому
same bro im just college student i feel like i should be a monk now
@FrappuccinoAlfredo 6 місяців тому
@@c.mirashi honestly. I'm getting sick of the internet with each passing day.
@exaltitude 5 місяців тому
Do you think being a monk would be easy?
@FrappuccinoAlfredo 5 місяців тому
@@exaltitudePerhaps. Seems easier than getting an ML Comp Sci degree, being in debt, and then trying to get a job in an oversaturated market where everyone wants to be in ML jobs (while other jobs are automated).
@exaltitude 5 місяців тому
@@FrappuccinoAlfredo what's holding you back from becoming a monk?
@hegerwalter 5 місяців тому
I saw ads for Interview Kickstarter which offer to teach you skills as a Machine Learning Engineer at a cost of $11K. Are classes like this sufficient enough to land a graduate a position as a MLE? I would like to believe them, but there seem to be less-than-stellar reviews out there for this organization. Is it better to enroll in an accredited university offering MLE classes instead?
@exaltitude 5 місяців тому
Have you taken the coursera classes?
@diasposangare1154 6 місяців тому
I’m a data science student but I’m really lost because I think I haven’t enough skills and this scare me a lot I see people doing great thing but me nothing
@sakatagintoki8835 6 місяців тому
Trust me they are not that smart ... and do not underestimate you.. you know enough .. u just need real world business environment
@exaltitude 6 місяців тому
Right on @sakatagintoki8835!
@jackieg3291 3 місяці тому
Hi, how about the age of ml/ai researcher? Are there many workers over 40/50/60? I am a java developer persuing math degree. Actually I read ml project book but I don't see mathematics connection. Can you give me an advice?
@exaltitude 3 місяці тому
I’ve seen that the researchers definitely tend to be older than regular software engineering crowd. If you don’t see a connection between math and machine learning it could be because you haven’t dug in deep enough yet.
@arunabhbora5610 4 місяці тому
I don't know what will be next, I have no experience, but right now I am studying M.S in Robotics and Autonomous Systems in the UK (More focused towards AI). So, I am currently just learning my course modules, where I am just gaining knowledge of maths and statistics along with programming, we have to train and test data without using any library, and professors are trying to force us to develop all algorithms from scratch. For the robotics module, we have to use ML libraries implemented on the robot. Genuinely these things are interesting, but too complex. I guess PhD and MS people have got these advantages like building everything from scratch. But for me, I am not sure about my job career, because I am not only learning AI - ML but also robotics, so for a pure AI-ML engineer role I may not be the best candidate from companies point of view.
@Thekingslayer-ig5se 6 місяців тому
Great video Great analysis Ngl You look gorgeous 😊
@martinlutherkingjr.5582 4 місяці тому
How do employers determine if you have prior experience?
@exaltitude 4 місяці тому
Employers look at what you tell them on your resume under experience section
@EMdragonKnight 2 місяці тому
From what a friend of mine mentioned that if you're not already in AI it's a little to late. Overall the problem is solved and the AI training and AI data handling jobs will be some of the first automated by AI.
@exaltitude 2 місяці тому
Ai engineering will be one of the last jobs to be displaced. I explained the top 5 jobs that will thrive and 5 that are going away here - Battle for the Future Work: Soon to be Extinct Jobs ukposts.info/have/v-deo/hWJ9qoyNroqL2p8.html
@EMdragonKnight 2 місяці тому
@@exaltitude Even with tools like Prompt Engineering already being automated?
@exaltitude 2 місяці тому
I don’t understand the question. You’re saying prompt engineering is replacing ai engineers? Or are you saying prompt engineering roles are being displaced?
@EMdragonKnight 2 місяці тому
@exaltitude I'm more saying prompt engineering is mostly replaced by some tech that is being released in the last month. And I feel similarly a lot of the tasks that relate to training AI may end up getting replaced by AI specializing in training other AI.
@exaltitude 2 місяці тому
@@EMdragonKnight Prompt engineering has nothing to do with AI/ML. I’d recommend you take some basic fundamental courses on AI/ML. I recommend courses in this video - Learn AI Engineering FAST with ChatGPT ukposts.info/have/v-deo/l4OcZI1umm1pr3k.html
@walfytaffy3108 2 місяці тому
Early 30’s here, Changing profession into CS with no education or knowledge in this area. Is it best to have a SE/SD foundation first? Or does it not matter where/how I start?
@exaltitude 2 місяці тому
Starting a career in Computer Science in your early 30s is absolutely feasible. Whether to begin with a SE orSD foundation depends on your preferences, access, and goals. Both paths have their merits, so consider exploring introductory courses to see which area aligns better with your interests. Ultimately, the key is to start!
@walfytaffy3108 2 місяці тому
@@exaltitude YEESSS! I agree. Getting started is half of the battle. I’m interested in pursuing ML/MLOPS but I’m understanding that a foundation in SE/SD would provide a beneficial supporting foundation in MLOPS/ML (compared to just jumping into ML/MLOPS cold turkey. But I have no idea.
@exaltitude 2 місяці тому
@@walfytaffy3108 have you seen my study plan video? Learn AI Engineering FAST with ChatGPT ukposts.info/have/v-deo/l4OcZI1umm1pr3k.html
@walfytaffy3108 2 місяці тому
@@exaltitude Watching it now! 👍🏼
@tannermingo9280 Місяць тому
Don't worry dude, me too.
@prathamparikh6214 2 місяці тому
i am actually doing specification on ai in my btech engiinering what should i do ??can you help me??i am in mid of third year i can't even change it next year will be last one .would be jobless according to your statistics
@kaustavchaudhury3616 3 місяці тому
Where ml engineer is alligned more to sde how phd students play role where we have applied scientist roles for them.....where people also hire applied scientist with bs 6+years experience?
@enterTheVFX 6 місяців тому
Working in a visual effects field as an fx td, do you think there would be a pathway for an artist to enter the ai market? I’m very interested in computer science in general, and trying to self learn things
@DagarCoH 6 місяців тому
Sounds to me more like you should try to get proficient with the AI tools that are coming out. AI devs/engineers on the other hand are developing these tools. So unless you already happen to have a strong computer science background, this transition will take years.
@exaltitude 6 місяців тому
@@DagarCoHright on the point
@adityadutta2033 6 місяців тому
5 years back it was MS. Now hiring body has upgraded to phds. What's next in 5 years?
@exaltitude 6 місяців тому
There are plenty of software engineering roles that don’t require either
@manguys9589 5 місяців тому
That are going to be messed up by AI. Honestly bother is sacred anymore with the recent and future developments of AI. It's not AI's fault but it's the fault of those who have power over it as well as commercializing it. Futures going to be tough, really tough
@manguys9589 5 місяців тому
Nothing is sacred***
@rahathasan5971 4 місяці тому
Miss, so it is better to start web development and software development? I do not know anything I just finished my bachelors. I like ml dl ai. So will I persue my career in ml dl or software/web? I also want to do masters in ML DL in canada I am from bangladesh
@exaltitude 4 місяці тому
It's like choosing between peanut butter and jelly or bacon and eggs. Both are fine choices, but it ultimately depends on your taste. There's no right or wrong choice here
@rdj127 5 днів тому
Being a data engineer , what i have seen is there are many data enginnering jobs and dashboarding jobs and little AI or dara science jobs in data space and it makes sense, organizations have identified they need more data engineers to built and maintain ecosystem and less AI engineers required for those role to play with dara in a warehouse
@darkbit1001 Місяць тому
Tons of experience here - over 20 years. STILL finding it hard to find the right salary in a HUGELY oversaturated job market. I think Its time for me to become a consultant, or work on something closer to entertainment/fashion/tech.
@user-vc8wz7tn9x 6 місяців тому
having many years of software experience but no degree. So is it possible to pursue career in AI/ML?
@exaltitude 6 місяців тому
What kind of experience do you have?
@erenoz2910 3 місяці тому
I think the real value in AI/ML is to understand it, know how to build models and apply it to your own domain. I think doing this would make you a much stronger candidate in your domain and is a much clearer way ahead than trying to squeeze into this highly overcrowded market.
@laurentruong 6 місяців тому
My first job/team was AI/ML, realized it’s NOT my dream and switched to a different team last week. Good and interesting work, but not for me haha.
@exaltitude 6 місяців тому
Each to their own! That’s why it’s best to try things out
@athens31415 5 місяців тому
Was it a hostile work environment for you? That happens a lot, people get politically pushed out, and gaslit into believing the "field is not for me".
@abh6967 5 місяців тому
@@athens31415it’s extremely boring and dry
@michaelamoo1353 4 місяці тому
Hi, I have a BSC degree in Statistics. Is there anyway I can study MSC in AI/ML abroad?
@ignorethechannelforcomment4174 4 місяці тому
People who do not have ai / ml experience and wants to get in the Ai/Ml research. The best way to get in to these domain is to get experience, This implies internships and working for free till you know the basic practical working of AI models and its deployment.
@exaltitude 4 місяці тому
That's great advice! Getting hands-on experience is definitely the best way to learn and grow in the AI/ML field.
@suleimananwar3702 Місяць тому
Do you think that applying for data analysis roles is more logical or is there a better chance in landing a job/intrenship for cs students because I believe it's easier to switch for data analysis job role to a ml role more than switching for example from web dev role into a ml role or is there other suggestions. Sorry for the grammatical and phrasing mistakes.
@exaltitude Місяць тому
Why not apply to both and see what you can land?
@suleimananwar3702 Місяць тому
@@exaltitude I didn't think about that, thank you
@oliverli9630 6 місяців тому
what about people of other disciplines who learn to AI prompting skills and add human touch to AI output?
@exaltitude 6 місяців тому
What about it?
@oliverli9630 6 місяців тому
@@exaltitude how are those markets doing?
@exaltitude 6 місяців тому
Gotcha! I'll add that to my video todo list. Short answer: I don't believe Prompt Engineering is promising based on history
@oliverli9630 6 місяців тому
@@exaltitude great. can't wait!! I'm not sure about GPT4 because I don't have any plan to spare some money to test it. But 3.5 turbo seems unable to handle some challenging Chinese English translation without any human guidance yet, speaking as a translator. For example, some vulgar jokes like what soldiers would say in a barrack "老三的老二老大了". You seem very Chinese to me, so I'm betting you understand this one. Despite this sentence's vulgarity, it's the hardest for the computer of all time since I used ChatGPT at work. Maybe it can help you with what to talk about
@exaltitude 6 місяців тому
I’m not Chinese, but I get it. Most American tools are terrible at asian languages in the beginning. But it will get better quickly. Even audio dictation on mobile was terrible in Asian languages five years ago, but is much better now.
@arrowrod 6 місяців тому
30 year programmer. High School graduate. 10 years as a contractor. Where are all of these highly educated programmers? My typical contract: We have a problem. Not, can you code in Python. I could point out that every program to sort and move data has already been written. The concept of reentrant programming is not taught.
@Snoop_Dugg 3 дні тому
I don’t have software experience, I've got more requirements management/ systems Engineering experience working in a range of industries like rail. But now I have got into a software development company and want to build some level of coding and hopefully AI experience. Where should I start? (My coding experience is limited to Matlab, manually coding a kalman filter for a simple array 😂)
@shubhamdorik6832 4 місяці тому
Maam what about having bachelor's degree with ai .i am really confused what to pursue in the future i also had interest in cybersecurity but there aren't many courses out there then thought about ai and now your saying that it is very hard to get a ai job pls guide me
@Josh-bs2rv 3 місяці тому
i got through without a masters in AI. Was brutal, but can made it. I worked as a applied scientist at MS for ttwo years.
@beingunknown8110 21 день тому
I need your opinion I have the option to pursue a bachelor's degree in Data Science or a bachelor's degree in AI Initially, I was leaning towards AI, but now I'm unsure after hearing from you and others.. From what I've gathered, there are fewer junior roles in AI at the moment, Most AI jobs are offered by large companies That often hire only the top 5% of candidates This makes it challenging for fresh graduates to find positions in the AI field I will graduate in 2028, I want to know your opinion Do you foresee more AI job opportunities for fresh graduates in the future? Will there be an increase in junior roles, and will mid-sized companies be able to afford AI and generate new jobs? Should I pursue a bachelor's degree in AI or not?
@sorryboss8550 7 місяців тому
I’m in highschool, want to learn AI/ML, don’t really know why I am watching a video on getting jobs but I am😂
@exaltitude 7 місяців тому
It’s good to think ahead!! 👍 Let me know if you have any questions
@sorryboss8550 7 місяців тому
@@exaltitude yea, how exactly can I have overview and simple knowledge of AI to implement into my projects, every course or set of tutorials seems to be leading me down a rabbit hole I don’t want to get into
@scriptedinterface5403 7 місяців тому
Same
@exaltitude 6 місяців тому
Great question - I'm working on a video about developing an AI/ML study plan with ChatGPT. I'll plan to answer it then. Stay tuned!
@agdmp1188 6 місяців тому
@@exaltitudehow about a video on what path you would take if you were in this highschool students position right now ? Knowing all the things you now know about the field and with all the experience you now have from getting to your position. I feel like a video like that is priceless to someone like him who is curious as well as ambitious about getting into Ai as a practical job. I know I would definitely be interested as well lol
@michaelmttong257 15 днів тому
Hi, I am a bachelor grad on computer and data engineering, with around 2.5 years working exp. and I am thinking about getting a AI postgrad in Canada in George Brown? Any advise, opinion on that?
@gaiustacitus4242 8 днів тому
If you've really become an expert in AI/ML, then start your own company. Build something useful to demonstrate to investors. Any AI/ML solution with any potential will pull in enough series A investment to get your company up and running.
@codelucky 6 місяців тому
Is it better to pursue an MBA in Business Analytics instead of an MS in BA if technical things seem boring and you want to avoid math, modeling, and coding?
@embracem7722 6 місяців тому
Don't pursue a degree in technical things. You can always build that through practice in your own time. Seek further studies that bolster your specialised knowledge. I've done the reverse and am doing well. Did a degree in Mathematics but learned all the coding/technical things on the side. Currently a junior AI Engineer.
@exaltitude 6 місяців тому
Neither is particularly great. What’s your goal?
@leecharlie2513 5 місяців тому
Great advice! AI is tough out there.
@exaltitude 5 місяців тому
It really is! Let me know if you have any questions or suggestions for further videos
@user-rx4eq7mx4y 2 місяці тому
Hey can someone tell me.ehat should i do to get into ai/ml.i am cs last year college student.?iwill be grateful 🙏
@exaltitude 2 місяці тому
If you’re in school you need to focus on getting as many internships as soon as possible. Also watch this video so you can write a good resume even without experience Zero Experience Resume Tips From a Big Tech Hiring Manager ukposts.info/have/v-deo/eZ2Bi4RthJmJmJ8.html
@SurajSingh-hn6pz 20 днів тому
Hellow mam, i am 2nd year computer engineering student and want to be a AI/Ml engineering . as you told to enter in market market like ios developer, should i continue learning it or first have to likan the development fileds to enter the market then towards the AI/ML.please guide me mam.
@dekev7503 6 місяців тому
If you don’t have at least a masters degree ( most likely a phd) in CS, Math, Stats, data science, Electrical Engineering, don’t bother trying to get into AI 😂.
@Thekingslayer-ig5se 6 місяців тому
Can I apply for a masters degree in Data Science or Math after working as a data analyst for 2 years
@Pablo-bo2ru 6 місяців тому
This is the age of disruption, things like this will need to change. We shouldn’t force the youth into hundreds of thousands of dollars into debt when the interest and passion for a field is present in these people.
@dekev7503 6 місяців тому
@@Pablo-bo2ru in fields that are as highly technical and knowledge based as AI, Engineering ( apart from software engineering) , medicine, pharmacy, etc, you actually have to be grounded in a vast range of very complex concepts. These concepts are not easily self taught.
@dekev7503 6 місяців тому
@@Thekingslayer-ig5se without a bachelors degree in math or a math based course, you cannot get into any legitimate/accredited masters program in math or data science.
@Thekingslayer-ig5se 6 місяців тому
@@dekev7503 I Have an engineering degree Is it possible then ? I have studied linear algebra advanced calculus numerical methods and statistics in Undergrad level
@davidschnipo1017 5 місяців тому
" u have to read a lot of job descriptions". How about apply those ai/ml skills of yours?
@exaltitude 5 місяців тому
Go for it! Make it a side project
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