@@definitelynotabot01 Not sure what’s ‘defeatist’ about providing clarity. This roadmap is one of the most structured I’ve seen-actually breaking things down from foundational topics all the way to RAGs and LLMs, instead of the usual vague ‘you need math, stats, and ML’ fluff that tells you nothing practical. If anything, it gives aspiring AI engineers a real, step-by-step understanding instead of throwing them into the deep end with hype and unrealistic expectations. But hey, if you’ve got a better, more detailed roadmap, I’d love to see it.
Many people recently jump into conclusion of being an AI engineer just because it's a hot topic right now and definitely future of CS but they don't realize that it's not an entry level thing and you need some prior skills or experience. Thanks for clarifying in this video.
@@UmmeKalsoom-g8x Well, she said its an amalgamation of Software Engineering, ML and Data Science. Most people specialise in just one of these topics, so when you need to combine them it means you need to be starting from any of them and moving on. You just need prior skills in any of these topics
@@dekev7503 graduate degree != competent or highly skilled in the field But having a graduate degree to show some sort of credibility to employers is understandable. If you don't have the money for a degree or later, I don't think you should stress out. Just learn the valuable skills in the field and build high impacting projects/products that people find highly useful. You might end up being an employer rather than looking for one to work for.
Thanks for the video. I have 25 years in IT security and networking. Wanted to move to AI and after watching this video. Seeing all of the math requirements will not make this possible. I have been out of college for 25 years and forgot all of my math skills. By the time it takes me to retake all of the algebra, stats, calculus 1 and 2, I will be dead.
Try mathacademy. I havn't done maths since school but they have a track to get you from school to university level. I dont think it will take more than a year
Oh no, not at all, that's a misconception. You only need to know a fraction of the mathematical foundations of AI to start doing very valuable things in practice. It's like, for example, when an electrician has to carry out a good electrical installation and doesn't necessarily have to know Maxwell's laws in detail.
I'm overwhelmed from just taking notes on what I have to learn, I could have been good to have a visual help on the video. But still, thank you for this roadmap, It give me a long term goal for my career.
@@MadhuryaTelang sorry, I did it in a diagram format with embedded video and others link and I'm still not satisfied by the result. Not really the kind I can copy paste. Plus it's half french xD But in fact it's not hard to do, just messy. I'm obsessed by diagrams and way to optimize the way to take and communicate technical information efficiently, so I tend to experiment a bit too much, it's really messy, I don't like to show the result now.
@@phost9011 No problem mate. I’ve gone through the video and made a rough roadmap for myself. Kinda surprised by how much stuff I already know xD. Thanks anyway and good luck for your ai journey.
Don’t be fooled, this stuff Is not something that most folks can learn self taught from scratch, you’re gonna need at least a masters degree ( probably a PhD if you want to get a job) in CS, Math, Engineering/Stats, etc.
First its not easy to break into any kind in AI engineering post just by videos trust me , I am currently a first year Phd student I can tell you 90% of the people will not even get entry lvl positions
More seriously, it reminds me of the trend of becoming a data scientist. You need to be good at a lot of things. It was the sexiest job of 2020. Now, you have all the Python libraries, and there are many jobs that pay more with fewer skills. If you are passionate about AI and absolutely want to get training, that’s great. But if you just want to earn a lot of money, there are other easier paths.
You would required to have the following skills to be considered an AI engineer, mathematics, statistics, Python, C++, some programming libraries, AI tools knowledge.
Not the senior ones. Only the junior ones. Which is what you have to be in order reach the senior role. See what's going on here? The job market is changing in such a way that you will only have a job if you spend your own time becoming an expert. Yeah. The future does not look bleak at all.....
Why don't you creat a course for no prior programming experience to AI engineer, covering python data scientist and ml and ai in one place or structured
The AI Engineering Field is moving too fast for any of us to keep up Specialize in one of the sub fields so well to a specific domain instead of being a Generalist For Example: Graph Based Deep Learning for Biological Data Multi Omics Or Financial Records with Time Series Data
Is not a job like others who dev, this is developing ai, ai engineers are backbone of building ai, agi comes when ai engineers implement just like adv ai. In simple agi exists if ai exists. Like you said agi will replace that would take a decades time .
Thank you for another great collaboration @Beau and @FreeCodeCamp! Hopefully this will bring more clarity to all aspiring AI Engineers 👩💻
A defeatist attitude that gives too much credit to current cabilties
@@definitelynotabot01 Not sure what’s ‘defeatist’ about providing clarity. This roadmap is one of the most structured I’ve seen-actually breaking things down from foundational topics all the way to RAGs and LLMs, instead of the usual vague ‘you need math, stats, and ML’ fluff that tells you nothing practical. If anything, it gives aspiring AI engineers a real, step-by-step understanding instead of throwing them into the deep end with hype and unrealistic expectations. But hey, if you’ve got a better, more detailed roadmap, I’d love to see it.
@LiChen-e7y This reply was meant for @sabrigasmi4679 's comment, not sure how it ended up under this one lol
3 days ago
1) high school maths
2) data science
3) machine learning
4) deep learning
5) python
6) generative AI
7) LLM
8) prompt engineering
9)RLHF
10)RAG
11) Evaluating & optimizing
12) Ethics
Many people recently jump into conclusion of being an AI engineer just because it's a hot topic right now and definitely future of CS but they don't realize that it's not an entry level thing and you need some prior skills or experience. Thanks for clarifying in this video.
You’ll really need a graduate degree
Bro please tell me what are the skills I need to grab on before moving into it
@@UmmeKalsoom-g8x Well, she said its an amalgamation of Software Engineering, ML and Data Science. Most people specialise in just one of these topics, so when you need to combine them it means you need to be starting from any of them and moving on. You just need prior skills in any of these topics
@@dekev7503 graduate degree != competent or highly skilled in the field
But having a graduate degree to show some sort of credibility to employers is understandable. If you don't have the money for a degree or later, I don't think you should stress out. Just learn the valuable skills in the field and build high impacting projects/products that people find highly useful. You might end up being an employer rather than looking for one to work for.
Thanks for the video. I have 25 years in IT security and networking. Wanted to move to AI and after watching this video. Seeing all of the math requirements will not make this possible. I have been out of college for 25 years and forgot all of my math skills. By the time it takes me to retake all of the algebra, stats, calculus 1 and 2, I will be dead.
What are you afraid of, i've never learned math but I still use it all the time.
Try mathacademy. I havn't done maths since school but they have a track to get you from school to university level. I dont think it will take more than a year
Oh no, not at all, that's a misconception. You only need to know a fraction of the mathematical foundations of AI to start doing very valuable things in practice. It's like, for example, when an electrician has to carry out a good electrical installation and doesn't necessarily have to know Maxwell's laws in detail.
AI is not a fancy tech it IS very math though
All that should only take a few months if you aren't at like kindergarten level math
Why, it's not hard at all! I'll have these under my belt in no time. One or two decades and BAM! From flipping burgers to AI engineer!
I am really impressed by this. The video content is excellently in harmony with the video title. Thank you!
Great Content
Excellent Video for End To End Roadmap for AI Engineer
These kind of Videos are what makes this channel my Number 1 priority.
I'm just amazed it's under an hour.
It'll be so easy for us if we get a pdf of roadmap for AI engineering.Could you please provide?
Very nice. I didn't know transformers was so adavnced. I was trying to teach my son this summer, maybe hooked wait until later.
@@askminrui Yep, they're more than meets the eye!
thank you. it was very elaborate and comprehensive underlying the importance of data preparation and ethical standards in ai engineer job role.
Exactly what I was looking for. Thank you!
Was exactly looking for this topic related video. Looked like freecodecamp learned my brain😅
I'm overwhelmed from just taking notes on what I have to learn, I could have been good to have a visual help on the video.
But still, thank you for this roadmap, It give me a long term goal for my career.
Copy the transcript and ask your favourite AI to summarise it for you.
@@andreroodt4647 how to copy transcripts ? It is not showing any option for copying it. 😢
@phost9011 Can you share the notes if you have it digitally and can easily copy paste it here? It will be really helpful. Thanks
@@MadhuryaTelang sorry, I did it in a diagram format with embedded video and others link and I'm still not satisfied by the result. Not really the kind I can copy paste. Plus it's half french xD
But in fact it's not hard to do, just messy.
I'm obsessed by diagrams and way to optimize the way to take and communicate technical information efficiently, so I tend to experiment a bit too much, it's really messy, I don't like to show the result now.
@@phost9011 No problem mate. I’ve gone through the video and made a rough roadmap for myself. Kinda surprised by how much stuff I already know xD. Thanks anyway and good luck for your ai journey.
Thanks a lot! Was just starting my journey as a 14yr old in AI
14 years old!! insane🔥
Keep it up bro
Wish you all the best good luck
@@abubakr19997 Thank you!
@@Badbooo123 Thanks a lot!
A careers talk from the school counselor, aunty Tatev.
Great, very insightful ❤
Thank you . This is a nice summary to check on
Thank you so much for this Video.
Don’t be fooled, this stuff Is not something that most folks can learn self taught from scratch, you’re gonna need at least a masters degree ( probably a PhD if you want to get a job) in CS, Math, Engineering/Stats, etc.
The organization featured in this video runs an AI Engineering bootcamp. Enough said.
Very deep roadmap. Thank you 🙏
thank you soooooooooooo much
Awesome video
Thanks for posting
I’m going to need lessons on this project
Honestly, I want to meet and learn code from this guy, he is so inspiring.
He?
Is this guy blind?
First its not easy to break into any kind in AI engineering post just by videos trust me , I am currently a first year Phd student I can tell you 90% of the people will not even get entry lvl positions
Totally agree it's good if you want to learn about this stuff as a hobby only, but to get an actual job in this field you'd need lot more.
This was helpful
Thank again
bro you've got to be kidding me, hahhahaha I was just looking where to start a roadmap for AI Engineer
Hey bro can you please create a full course about Scylla db and Axum framework
More seriously, it reminds me of the trend of becoming a data scientist. You need to be good at a lot of things. It was the sexiest job of 2020. Now, you have all the Python libraries, and there are many jobs that pay more with fewer skills. If you are passionate about AI and absolutely want to get training, that’s great. But if you just want to earn a lot of money, there are other easier paths.
Bro tell me if a person want to earn a lot of money so should he learn ai or something else
Bro tell me if a person want to earn a lot of money so should he learn ai or something else
I just recently graduated from my degree in Economics & Financial management and I didn't realize how closely related econometrics and AI truly are.
I love you guys
Thank u i need for deep learning
Hi guys
What are the best universities for studying AI Engineering
You would required to have the following skills to be considered an AI engineer, mathematics, statistics, Python, C++, some programming libraries, AI tools knowledge.
Is there a benefit of this though? AI will also replace AI engineers wouldn't it
Not the senior ones. Only the junior ones. Which is what you have to be in order reach the senior role. See what's going on here? The job market is changing in such a way that you will only have a job if you spend your own time becoming an expert. Yeah. The future does not look bleak at all.....
In the picture i thought it was sundas Khalid its also data science
Why don't you creat a course for no prior programming experience to AI engineer, covering python data scientist and ml and ai in one place or structured
Please add subtitles
Btw miss is it possible to become ai engineer if i suck at math 😢
AI or Offensive security???
I'm currently in my final sem of BCA. I know little of python,java and javascript. I don't know what to do next?
Someone suggest me what to do..
I don't think that people can create unicorns. They are mythical creatures.
The AI Engineering Field is moving too fast for any of us to keep up
Specialize in one of the sub fields so well to a specific domain instead of being a Generalist
For Example:
Graph Based Deep Learning for Biological Data Multi Omics
Or
Financial Records with Time Series Data
If we ever get to AGI I wonder what IQ would AI have
I think it’s too late, AGI will replace you before you finished your training 😅
By following this, you could become a contributor to the creation of AGI
You know nothing.
No one said there cannot be multiple AGI. And not everyone needs AGI for that one thing they need a solution for
Buddy still on 10 year old jokes about AI
Is not a job like others who dev, this is developing ai, ai engineers are backbone of building ai, agi comes when ai engineers implement just like adv ai. In simple agi exists if ai exists. Like you said agi will replace that would take a decades time .
Cool
I miss the background songs.
Course on Robotics
Separate course on data science
Bloomberg
Google drive privarsy policy
Basically go college lol
First 🎉
unsubscribed because you wont stop pushing this AI slop
B I c s ldistingtion level1 level 2 industrial cleaning manufactures specification
Top comment is gai or agi :)
ai girl teaching us ai
More AI training, more faster joblessness before you finish your course!
Job ready a.i engineer = anybody with a pulse..literally anybody
Blah Blah Blah......Pure marketing video.....setting stage to sell online course?
Looks like 55 min ad. Dislike
9th view 😁
I don’t believe in you because you look gorgeous, the real engineer look like linux user.
I bet melon musk is unhappy with the release of this video..
I really don't think he is ? Why would he be? 😂
She's my dream girl.
AI will learn AI in 2025.. dont learn