📌Check out the next FREE Linkedin event - "Software Engineering Careers in the Age of AI" www.linkedin.com/events/jan-softwareengineeringcareersi7255596542286274560/comments/
@@exaltitude ai is still selling and getting better right?. also i am very unsure about many things like how would we need statistics and other maths related courses for this . and i dont even know how to .
I am AI engineer and I can say this is actually the best road map one can comeup with. Unlike other people just suggesting Non-math library based Introductory courses.
This video really saved me off some stress, have been learning AL/ML for about 3months now and today it seems overwhelming until you uploaded this mand i felt relief. Thank you so much
Thank you for this beautiful video, it's exactly what I need. I'm a radiology resident. Artificial intelligence is inevitable in radiology. Doctors who do not learn this will definitely be left behind. In high school, I had degrees in maths olympiads. I always wanted to combine medicine, maths and software. My path is clear now. My goal is to develop tumour classification programmes based on deep learning.
I am currently self-taught AI and data science therefore I have been download lots of study roadmap. I found that your one is the most detail and useful with free course recommandation. Thank you so much and GJ! Thumb up! Subscribed!
what u think about ryne ai humanizer? Im from university of michigan, majority of the students here are using this site for assignment. Im having mixed feelings. Can you please tell how it is? or maybe a video abt it.
I would like to express my sincere gratitude for this video. It has significantly saved me time and mental well-being, as I am currently looking for an AI roadmap. Your efforts are greatly appreciated.
I'm a scholar in IIT Bombay and this video is such an amazing thing I found today. keep up doing such informative research and providing exact and sharp content.
WOW !! You're from IIT Bombay are u in phd program and in which year also, in which branch u're and what's ur future plan are u gonna opt for AI ?? I'm just curious since, I'm preparing for JEE :). if u don't mind can u pls ans my quesn and some extra insights it will be very helpful. Thanks !!
I'm à control system PhD student in France and IIT Bombay and NPTEL is actually thé only one in the universe who has free advanced online video courses on on advanced control systems topics such as adaptive control optimal and robust control. I would have liked to have studied in India
Hi Jean I really liked this video as it was to the point and precise and was eagerly waiting for the roadmap to enter the field of AI and ML. And it’s my request that if you could make a video on how to get into GSoC 2025 without any work experience or as a fresher. Keep up with the great work Awaiting for your reply
This video is diamond 😍😍 I am currently in high school will rewatch this again when I will be in college to start AI journey. Thank you very much for this structured path. Also, I have one question pls if possible make a video on " computer science " at UG level. how to learn it through by my own. Thanks a lot once again 🙇 🙇. P.S - I gone through your other videos wow, you are a software engineer at WhatsApp :)) pls guide me I will be thankful to you for this support.
As a newcomer and a mother, I recently enrolled my child in Moonpreneur’s robotics classes, but I’m unsure if it was the right step. I’ve heard many people say robotics and AI are the future of education, and I’d love to know if these classes truly offer a strong career foundation.
Thank You for your videos! :) I follow you everywhere since I am close to stepping into the field of AI. I am very excited for my journey in AI and surely your content has helped me a lot. 😇🥳
Thanks a lot Lee for putting so much effort into such a well-structured roadmap. Although the TF and other heavy stuff require much effort and expertise in the ML.
I'm always skeptical of videos like this, but you actually didn't try to tell people to skip math foundations. There are so many people who "got into tech" while avoiding math and are convinced you can do the same with machine learning.
I have been really interested in AI/ML security so if you are in Cyber Security already and like AI/ML I think we are going to be good. There are companies like ProtectAi that are gaining interest and field like MLSECOPS and secure AI. Look into some of them there is some great stuff out there. Good luck
Thanks for the guide! Are there any shortcuts for engagement consultants to sell AI solutions without practical experience? I've seen some people doing that. 😢🤣
@@exaltitude hi i love your videos. my question regarding job hunting would be: do we apply to hundreds? what is a good strategy for sending out applications?
see me i wont lie i no about some of this stuff after consuming many rss form youtube if i could rate what you did i will rate it max star -1 . why max star its beacuse u gave a good view on everything and also told us about where and what to get (as) rss for the minus 1 i was thought not to give full remarks cause the person can do better 😅
can u make a video ""what was the entry level cv looked like in 2019 just before covid then each year how the expectation of skills for entry level increased ""
thanks for the video. i think you forgot to update description with roadmap link Please update it and there is a issue with your discord server or its under development. idk what's the reason but i can communicate with other if so please fix it it would be really helpful resource for being a part of community with similar minded people at last thank you for all efforts you put in your video thank you bso much
I really can't decide between bachelors in cyber security or AI, personally I wanted to go for AI because it seemed the most popular but both my siblings suggested that it is popular now it is possible for it to be not be relevant in few years and it comes with lot of uncertainties, could you please me suggest me whether I should go for it?
Would you happen to have any resources for natural language understanding (NLU) to recommend? NLU is a subset of NLP (although some say it's the other way around), and Stanford has a $1,750 course dedicated to it. I'm finding a complete lack of free resources, though.
Chatgpt says: While there are no fully free comprehensive courses specifically dedicated to Natural Language Understanding (NLU), you can access several valuable resources to build a solid foundation: Stanford CS224N - Natural Language Processing with Deep Learning While this course broadly covers NLP, it includes detailed modules on tasks closely tied to NLU, such as semantic role labeling and intent recognition. Free lecture videos are available on RUclips, though assignments may require coding knowledge in Python and TensorFlow. Google Cloud's Free NLU Tutorials Google Cloud offers free guides and resources for exploring Natural Language Understanding using their tools, like Google Cloud Natural Language API. It’s a good way to practice working with pre-trained NLU systems. Rasa Open-Source Framework Rasa provides free resources, including tutorials and guides, to build conversational AI applications using NLU capabilities. It's practical and geared towards real-world applications like chatbots. DataCamp NLU Articles and Guides DataCamp offers free guides that focus on NLU fundamentals, tools like BERT, and pre-trained models. These resources can help you get started with an understanding of NLU tasks such as sentiment analysis and intent classification Let me know what you think if you check them out!
From what I understand, Stanford's CS229 Machine Learning course should be free, but when I visit the website, they are charging a high fee for the course. Is there any way to access it for free?
hey jean, i have a very important qn , please answer it .. i am a 12th grade student in bangladesh , i want to be an AI engineer . should i go to university for learning AI? or i can learn it at my home ? IN my country there is not a single uni offer bsc in AI . so I need to go abroad for the uni degree. i"m asking u because i want to know about the recruitment process. how much CS or AI degree matters for getting a good job ? in my country there is not so much job opportunity in AI segment so i need to go abroad . SUMMARY : IN AI field for jobs how much a uni degree matter?
Is it really necessary to learn separate math classes? Because andrew ng says its not that necessary in his coursera machine learning specialization nor in the IBM ai engineer specialization
i have took calculus and i am taking differntional equations , probaility and statics this year but it isnt very deep since i took them in uni are they enough or should i study from provided martial
@exaltitude I took linear algebra as well and I scored A+ , I might check the concepts in each subject and see what our professor didn't cover from each subject rather than study the whole subject
Given I have done a lot of this already in my second year, where would you place things like qlora fine-tuning, and build end to end pipelines or build RAG frameworks? I am doing things, just don't know if I am ahead or behind the market
The courses you indicated on the Stanford website are not free. For example, I could not find a free "CS224R: Deep Reinforcement Learning" version. Can you give me some details on how to get it?
i cannot download it . i've got an error : "Oops! Something went wrong while submitting the form. Please refresh and try agin!" . do you have the same issue ?
Does it require a bachelor's degree or not? The requirements here are quite tough, and candidates need to have several years of experience. So, it's quite difficult for fresh graduates to apply unless they've worked on a project during their studies.
over 20k view in just 3 days and this is only one of the “how to become an AI engineer” videos. You really have to analyze if this path is still worth it. I know AI is the future but so are a lot of other things.
📌Check out the next FREE Linkedin event - "Software Engineering Careers in the Age of AI" www.linkedin.com/events/jan-softwareengineeringcareersi7255596542286274560/comments/
🎉
is AI certificate matter and if not then company will hire us only on the basis of skills of AI without AI certificate
@@laptop212great question for the event! I’ll answer it during the live
@@exaltitude ai is still selling and getting better right?. also i am very unsure about many things like how would we need statistics and other maths related courses for this . and i dont even know how to .
also i watched this iron man it is a dispiction of aie(artificial intelligence engineer) and mle(machine learning engineer) or how it is use
I am AI engineer and I can say this is actually the best road map one can comeup with. Unlike other people just suggesting Non-math library based Introductory courses.
can we connect?
Hi,
Can you please suggest best institute we I can do Al engeering studying online,as I want to do my job as well
Thank you for the comment!
@@hmarapakistan3792 MIT for Mathematics and AI, Standford for ML and Deep learning
@@vissy. Ask your doubts here, I will try my best to answer
This video really saved me off some stress, have been learning AL/ML for about 3months now and today it seems overwhelming until you uploaded this mand i felt relief.
Thank you so much
Happy to help. Hang in there!
Bro In which institute u r learning ??
Thank you for this beautiful video, it's exactly what I need. I'm a radiology resident. Artificial intelligence is inevitable in radiology. Doctors who do not learn this will definitely be left behind. In high school, I had degrees in maths olympiads. I always wanted to combine medicine, maths and software. My path is clear now. My goal is to develop tumour classification programmes based on deep learning.
The timing is ... AMAZING! Right video in the right time.
Happy to hear that!
I wish this came out 3-5 years ago. Nice video ❤
I am currently self-taught AI and data science therefore I have been download lots of study roadmap. I found that your one is the most detail and useful with free course recommandation. Thank you so much and GJ! Thumb up! Subscribed!
Thanks for the thumbs up!
what u think about ryne ai humanizer? Im from university of michigan, majority of the students here are using this site for assignment. Im having mixed feelings. Can you please tell how it is? or maybe a video abt it.
Tesla has an autopilot.. But u know it's good to know how to drive .... 👍
Thanks for taking the time to make this, and making it free!❤
You're welcome! I'm glad you found it helpful.
நன்றி !! (saying gratitude in Tamil ) For the detailed steps and guide for learning the AI and ML.
நன்றி !!
I would like to express my sincere gratitude for this video. It has significantly saved me time and mental well-being, as I am currently looking for an AI roadmap. Your efforts are greatly appreciated.
Awesome! I'm happy to help!
This is great! I'm a Software Architect and I'm trying to learn more AI fundamentals.
Awesome! You're in the right place!
Me too. I was an ios application developer now I wish to make career in AI
Thanks for the guide, Machine Learning is a vast field with a huge amount of things to learn
It really is! It took me over a month to put this roadmap together because there were so many options out there!
A big shout to this girl😊 providing valuable information clearly❤.
As a fresher, I just wanna say one thing..
LOVE YOU
Thank you! It took me over a month to come through everything so I’m glad to hear it’s been helping!
I'm a scholar in IIT Bombay and this video is such an amazing thing I found today. keep up doing such informative research and providing exact and sharp content.
WOW !! You're from IIT Bombay are u in phd program and in which year also, in which branch u're and what's ur future plan are u gonna opt for AI ?? I'm just curious since, I'm preparing for JEE :). if u don't mind can u pls ans my quesn and some extra insights it will be very helpful. Thanks !!
Nice to meet you! Thanks for the comment!
How to join iit from nepal can u give some suggestion
@@ThulDai-t6z through jee mains and jee adv. and studying 2 yrs of syllabus of class 11th and 12th of PCM at pre college level.
I'm à control system PhD student in France and IIT Bombay and NPTEL is actually thé only one in the universe who has free advanced online video courses on on advanced control systems topics such as adaptive control optimal and robust control. I would have liked to have studied in India
Hello!! I love your videos and how on point they are, could you pls do a similar video for Cybersecurity?
Thanks for the request. I’ll add to my list!
Subscribed cause I will use your resources again and again and make a gpt tool out of it for my personal use
That’s a great idea!
hey could u mail me the roadmap , I'm not able to access it
I am making the leap from database engineer to the AI space.
Thank you for your advice :)
That's awesome! It's a great leap.
Hi Jean
I really liked this video as it was to the point and precise and was eagerly waiting for the roadmap to enter the field of AI and ML.
And it’s my request that if you could make a video on how to get into GSoC 2025 without any work experience or as a fresher.
Keep up with the great work
Awaiting for your reply
This video is diamond 😍😍 I am currently in high school will rewatch this again when I will be in college to start AI journey. Thank you very much for this structured path. Also, I have one question pls if possible make a video on " computer science " at UG level. how to learn it through by my own. Thanks a lot once again 🙇 🙇.
P.S - I gone through your other videos wow, you are a software engineer at WhatsApp :)) pls guide me I will be thankful to you for this support.
Will add to my todo list!
@@exaltitude Thanks a ton mam can't wait to see it .
As a newcomer and a mother, I recently enrolled my child in Moonpreneur’s robotics classes, but I’m unsure if it was the right step. I’ve heard many people say robotics and AI are the future of education, and I’d love to know if these classes truly offer a strong career foundation.
It would depend on the curriculum. How does it compare to the Stanford curriculum?
Thank You for your videos! :) I follow you everywhere since I am close to stepping into the field of AI. I am very excited for my journey in AI and surely your content has helped me a lot. 😇🥳
That's awesome! Keep up the great work!
You just got one subscriber from Nigeria 🇳🇬
Nice to meet you!
Jean, thank you so much for taking the time to put this resource together!
Glad you found it useful!
almost 80k views!? There should be a discord. I'm doing the Khan Math course. Would be great to share progress with others doing the same
thanks (ai miss exaltitude) for step by step guidens for ai future enginers🙂✨💫
I'm glad you found it helpful!
Thanks a lot Lee for putting so much effort into such a well-structured roadmap. Although the TF and other heavy stuff require much effort and expertise in the ML.
Very welcome! This is the Stanford curriculum - I didn’t say it’s easy 😂
@@exaltitude 😂😂 exactly
Your videos provide great value. Thank you Jean!
I'm glad you find it helpful!
Thank you so much 🙏❤ for sharing such a valuable content for free
I'm glad you found it helpful!
Hey, becoming my favourite channel. Thanks for the video and the effort you put in. Did you go to standford ?
No Stanford was too expensive! 😂 I went to a school that gave me a scholarship
Thank you for this effort
ربنا يجعله في ميزان حسناتك يا حجة
حملته ازاي يسطا مش راضي يحمل معايا
One of the amazing video available on internet.
Glad you think so!
Thanks for the guide :)
the video was too good madam, if you make this kind of video on software engineering stuff it will also be great!
Sure thing! I'll add to my idea list!
I'm always skeptical of videos like this, but you actually didn't try to tell people to skip math foundations. There are so many people who "got into tech" while avoiding math and are convinced you can do the same with machine learning.
True, Too many people get into tech thinking they can avoid hard stuff.
Thanks a lot for putting so much time into making this incredible AI Roadmap.🏄🏽
Very welcome!
Dear Exaltitude. Thank you so much for this information. I now have a better understanding dear friend. God Bless You.
I'm glad it helped!
@exaltitude I truly hope you make millions of dollars with your channel. You are truly a sweetheart. God Bless You.
Timing means jean, jean means timing
Thankyou
Thank you so much for your amazing video on the AI engineering roadmap (0fC, for other ones t00)! It has truly helped me. Keep up the great work! >_0
Love from India 🇮🇳🇮🇳
Hello!
Do one for full stack development.
Thank you for sharing! It's exactly what I needed.
Glad it was helpful!
Thanks For Your efforts. it will help us a lot
You're welcome! I'm glad it's helpful!
Excellent guide for beginners
Glad it was helpful!
Thank you mummy ❤
Based on your great experience Do you think AI/ML+ cybersecurity jobs are in dangerous cau of AI such as software engineers.
I have been really interested in AI/ML security so if you are in Cyber Security already and like AI/ML I think we are going to be good. There are companies like ProtectAi that are gaining interest and field like MLSECOPS and secure AI. Look into some of them there is some great stuff out there. Good luck
Great Video!!
Thanks!
Thank you! This is amazing!
You're welcome!
This is such a comprehensive list. Thank you so much @exaltitude
Thank you!
Happy to help!
Great video. What do you think about the online Masters in AI from UT Austin?
Check out this video 👉TOP Schools for Artificial Intelligence
ruclips.net/video/Zm64lNFKklI/видео.html
Thanks a ton. I love your contents ❤️🎉
Glad you're enjoying them!
GOAT video, thnx for your efforts :)
Thanks for the guide! Are there any shortcuts for engagement consultants to sell AI solutions without practical experience? I've seen some people doing that. 😢🤣
We don't talk about shortcuts on this channel lol
It's nice Road map. Can you prepare a road map to learn AI for film or stock market sector.
Please make a video on job hunting too
What's your question?
@@exaltitude hi i love your videos. my question regarding job hunting would be: do we apply to hundreds? what is a good strategy for sending out applications?
see me i wont lie i no about some of this stuff after consuming many rss form youtube if i could rate what you did i will rate it max star -1 . why max star its beacuse u gave a good view on everything and also told us about where and what to get (as) rss for the minus 1 i was thought not to give full remarks cause the person can do better
😅
is it good to use a book AND the free resource together? or just stick to one?
The thing is most people skip maths part... and its such a sad thing that people don't understand this that math is imp in ai
thank u i really appreciate your work
Glad to help! 🙌
Been thinking of upskilling and looking at post grad course study in AI. What role will this course align you to in the job market?
Amazing video👏👏
Thanks! Glad you liked it.
can u make a video ""what was the entry level cv looked like in 2019 just before covid then each year how the expectation of skills for entry level increased ""
Is there a reason you’d want to see that?
What do u think about cyber security, if it's great can u make a detailed video of it , just like this video
nice you got a new sub and new student
Welcome!
Could you pls suggest some course from edx related to basics of ai
Why edx?
@@exaltitude better and vast college option to take courses
Thank You!!!
My pleasure!
Thank you❤
thank you
Comica. Neat name!
thanks for the video. i think you forgot to update description with roadmap link Please update it and there is a issue with your discord server or its under development. idk what's the reason but i can communicate with other if so please fix it it would be really helpful resource for being a part of community with similar minded people at last thank you for all efforts you put in your video thank you bso much
I don’t have a discord;
Link was updated in the description - please check again
@@exaltitude thank you
You got new subscriber..it's me
Welcome aboard!
Is it necessary to do certifications to become an ml engineer or can I go through this roadmap without any certification
In the age of AI, is it necessary to learn machine learning?
Thanks!
Holy shit this is so helpful
Thanks for this
Any time!
I really can't decide between bachelors in cyber security or AI, personally I wanted to go for AI because it seemed the most popular but both my siblings suggested that it is popular now it is possible for it to be not be relevant in few years and it comes with lot of uncertainties, could you please me suggest me whether I should go for it?
hello mam, it was a very helpful video which I was looking for it will be more helpful if you tell us how & where to
access the pdf
Link is in the description!
What can I able to do after 100% learning the AI according your's Gudie? please reply!
Thanks for your's Time!
Depends on what you want to do?
Would you happen to have any resources for natural language understanding (NLU) to recommend? NLU is a subset of NLP (although some say it's the other way around), and Stanford has a $1,750 course dedicated to it. I'm finding a complete lack of free resources, though.
Chatgpt says: While there are no fully free comprehensive courses specifically dedicated to Natural Language Understanding (NLU), you can access several valuable resources to build a solid foundation:
Stanford CS224N - Natural Language Processing with Deep Learning
While this course broadly covers NLP, it includes detailed modules on tasks closely tied to NLU, such as semantic role labeling and intent recognition. Free lecture videos are available on RUclips, though assignments may require coding knowledge in Python and TensorFlow.
Google Cloud's Free NLU Tutorials
Google Cloud offers free guides and resources for exploring Natural Language Understanding using their tools, like Google Cloud Natural Language API. It’s a good way to practice working with pre-trained NLU systems.
Rasa Open-Source Framework
Rasa provides free resources, including tutorials and guides, to build conversational AI applications using NLU capabilities. It's practical and geared towards real-world applications like chatbots.
DataCamp NLU Articles and Guides
DataCamp offers free guides that focus on NLU fundamentals, tools like BERT, and pre-trained models. These resources can help you get started with an understanding of NLU tasks such as sentiment analysis and intent classification
Let me know what you think if you check them out!
From what I understand, Stanford's CS229 Machine Learning course should be free, but when I visit the website, they are charging a high fee for the course. Is there any way to access it for free?
I haven’t heard of CS229 being a free course. The lecture notes are free which is linked on the roadmap you can download for free
can u share the link of the google doc please?
Link is in the description
hey jean,
i have a very important qn , please answer it ..
i am a 12th grade student in bangladesh , i want to be an AI engineer .
should i go to university for learning AI? or i can learn it at my home ?
IN my country there is not a single uni offer bsc in AI . so I need to go abroad for the uni degree.
i"m asking u because i want to know about the recruitment process.
how much CS or AI degree matters for getting a good job ?
in my country there is not so much job opportunity in AI segment so i need to go abroad .
SUMMARY : IN AI field for jobs how much a uni degree matter?
I read a survey of Fortune 500 leaders who said they look at 3 things: 1. Prior experience 2. What school they went to 3. Technical skills
So thanks, i need the roadmap file link; i didn't find it.
The roadmap link is in the video description.
Can you please make a roadmap for sml as well..
Tell me more?
What's sml?
@@akashchandra2223 statistical machine learning
Is it really necessary to learn separate math classes? Because andrew ng says its not that necessary in his coursera machine learning specialization nor in the IBM ai engineer specialization
Where in the video did I say it is necessary to take separate math classes?
Please check the full roadmap for the full details
I really appreciate your work and thank you for this but there's an error in the download it's still not working
It should be fixed now but if it doesn't work, send me an email exaltitude.info@gmail.com
I made a video showing how to get the roadmap: ruclips.net/video/OuIg4e-AzRw/видео.html
i have took calculus and i am taking differntional equations , probaility and statics this year but it isnt very deep since i took them in uni are they enough or should i study from provided martial
How about linear algebra? You need matrix. You can start learning and always go back and refresh the topics as needed.
@exaltitude I took linear algebra as well and I scored A+ , I might check the concepts in each subject and see what our professor didn't cover from each subject rather than study the whole subject
Nice work!
Given I have done a lot of this already in my second year, where would you place things like qlora fine-tuning, and build end to end pipelines or build RAG frameworks? I am doing things, just don't know if I am ahead or behind the market
It depends on how deeply you understand them and what type of experience you have with them
Nice video thank you a lot it must have taken you a long time to gather these sources❤❤ could you check the link of the road map it is not working
Thanks! Link is in the description. What seems to be the issue?
@@exaltitude yes, there seems to be a connection issue I tried with VPN and using different browsers
@@exaltitude my bad, worked just fine now, much obliged
The courses you indicated on the Stanford website are not free. For example, I could not find a free "CS224R: Deep Reinforcement Learning" version. Can you give me some details on how to get it?
Stanford courses are listed as a reference. The free class is listed below it where it says “free courses”
i cannot download it . i've got an error : "Oops! Something went wrong while submitting the form. Please refresh and try agin!" . do you have the same issue ?
Should be fixed now but it's because too many people are downloading at the same time.. webflow error...
@@exaltitude now it works. thank you :)
Thanks mam
Most welcome 😊
Sometimes back you said , don't learn coding, yet you come up with a roadmap,,now which is which?
Show me a link where I ever said don’t learn coding
Does it require a bachelor's degree or not? The requirements here are quite tough, and candidates need to have several years of experience. So, it's quite difficult for fresh graduates to apply unless they've worked on a project during their studies.
To land a job? Watch this Zero to AI ML Engineer: Get Hired Without Experience
ruclips.net/video/IzeVmfc73CA/видео.html
Can't download the resource, the download button does nothing
Fixed now. Please try again!
I made a video showing how to get the roadmap: ruclips.net/video/OuIg4e-AzRw/видео.html
over 20k view in just 3 days and this is only one of the “how to become an AI engineer” videos. You really have to analyze if this path is still worth it. I know AI is the future but so are a lot of other things.
Nice video but for some rteason I can't download the Word document, when I click on Download button nothing happens
I've set up a new temporary page. Please try again!
Thank you for the quick response, the link is working now
I made a video showing how to get the roadmap: ruclips.net/video/OuIg4e-AzRw/видео.html