Hello! I've been watching your videos on RUclips for the past hour, and I lost track of time! The content you created in this video is absolutely top-notch. Where have you been all this time? You're truly a gem! I've been trying to learn Generative AI for the last five months, but I struggled to find a complete and structured roadmap. You made everything crystal clear in just one video! I hope to see more consistent uploads from you on RUclips. It would be fantastic if you could create detailed videos or courses on the tools and technologies you mentioned, or at least point us to some great resources to get started. Thank you!
We want to know in depth Machine learning for getting a job in Gen AI? Like the mathematical intuition ? Because in interview the questions will be asked from it right?
You can build a GenAI solution without in depth knowledge of Machine Learning, Statistics and mathematics. However, interviewers often ask about anything and everything. I will be publishing a video soon on how to get a job as a genai engineer, without getting into machine learning.
Im from non it background. I lost in the mid of the video listening the terminologies. It would be appreciated if you can give the syllubus in pdf, so that i can go through the syllubus slowly and consume.
I truly admire your presentation and a Big bang motivation from this vedio in terms of understanding the AI concepts.. will be following your vedios and keep learning and implementing to become an expertise.. Thank you for sharing.
My apologies that it's not out yet. I had a couple of unplanned emergency travels in the last 3 months. Juggling between a fulltime job and youtube has been challenging. The video that come out yesterday was also shot 3 months back, but only getting time now to release it. There is a little bit of work left for the 'Just enough python for AI', but it is high on the priority list now. Thanks for your support.
Hi Sir, Your videos are really awesome. Your recent video on "Don't Learn ML in 2025" was particularly insightful. As a Cloud Administrator with five years of experience, I am keen to transition my career towards AI engineering. Could you kindly provide guidance or resources that might assist me in achieving this career shift? Your expertise and advice would be greatly appreciated. Thank you for your time and consideration.
After a long time, I saw a quality content leading to right direction. I am learning Data Science and now just about to finish SQL. I have spent almost 8 months but still have to learn a lot. Sir, shall I drop it or continue to lear Gen AI now? Plz reply.
Bro , Superb Video !!! Being a software backend developer , learning python to become a Gen AI developer… is Python and RaGs , LC, LamaIndex, what in Hugging Face are enough ??? Could you pl answer.
Sir can you please suggest me some resources for becoming GenAI expert? I'm currently in 2nd year of BTech in Computer science specialization in Data Science. I'm focusing more on Competitive Programming and DSA right now. So i want to know about some platforms or maybe some books and materials for learning GenAI. I like the path which you explained. I would like to secure a job as an expert and then pursue Data Science.
So the problem with GenAI is that things get obsolete very fast. So code examples from a 6 month old tutorial may not even work. If I come across a course that covers the full roadmap, I will sure share.
Hello Sir, First of all thank you very much for make me understand as this video has cleared my doubt, I am an Instrumentation Engineer in a cement industry. So my question is from where should i start with?
Sir i know 1) python 2) machine learning 3) deep learning 4) nlp 5) sql 7) power bi 8) currently learning gen ai and have covered almost all the topics you explained I just wanted to know many web developers get remote job’s outside india. So can you make a video for machine learning engineer on how to get a remote job.
Hi Amandeep, You seem to have covered the full spectrum of Data Science topics. Don't forget some basic statistics as well. However, these days, there is an oversupply of data scientists at the entry level, while a dearth at the senior levels. If you freshers and trying to get into Data Science/AI, consider some internships, even if not paid. Coming to web development, by remote jobs outside India you mean you want to stay in India but work for companies abroad remotely. While it is possible, it won't be easy. Like any other tech skill, there is a lot of competition for such remote jobs. I would suggest start with freelancing sites like upwork, fiverr, freelancer etc. Build a decent portfolio and then apply to real remote jobs with that portfolio. ML Engineering is also a very high in demand skill. Will surely put out a detailed video on this soon. Best of luck.
Data Engineering is a niche skill by itself, but it doesn't complement the GenAI skill. But Full Stack and GenAI complement each other. Which basically means you can build a GenAI app end to end with full stack + genai all by yourself. Companies will value this combination a lot. Specially smaller or startups.
@@HustleHumanity Full Stack simply means someone who can work on both frontend and backend. This can apply to both web and app development, depending on the type of app you are working on.
@@HustleHumanity If you are starting from scratch, choose Python for AI, and then learn some other python based/compatible full-stack skills. Life will be easier that way, rather than learning completely unrelated multiple languages. Some examples below: 1. Front-End - Streamlit, basic HTML/CSS and JS 2. Back-End -Flask or FastAPI or Django, SQL 3. Devops - Docker, CI/CD and cloud Gradio is great library for quick and creative UI for AI apps.
![Seungmin "그렇게, 천천히, 우리(As we are)" | [Stray Kids : SKZ-PLAYER]](http://i.ytimg.com/vi/kAzmhLHePqU/mqdefault.jpg)
Often its very difficult to get such a quality information on net when too much dust around the youtube present. Thanks.
Glad you found this helpful!
Hello! I've been watching your videos on RUclips for the past hour, and I lost track of time! The content you created in this video is absolutely top-notch. Where have you been all this time? You're truly a gem!
I've been trying to learn Generative AI for the last five months, but I struggled to find a complete and structured roadmap. You made everything crystal clear in just one video!
I hope to see more consistent uploads from you on RUclips. It would be fantastic if you could create detailed videos or courses on the tools and technologies you mentioned, or at least point us to some great resources to get started.
Thank you!
I am glad you found my video helpful. A full course is in the pipeline. Thanks for your kind words.
Amazing explantion of the the roadmap! appreciated brother, thanks!
Just good quality content. Waiting for your other videos...
Thanks for your words of admiration. Next video is coming soon, going through editing.
Great video. When will be the Just Enough Python course will be released?
sir,
please suggest some course to learn
Great video
We want to know in depth Machine learning for getting a job in Gen AI? Like the mathematical intuition ? Because in interview the questions will be asked from it right?
You can build a GenAI solution without in depth knowledge of Machine Learning, Statistics and mathematics. However, interviewers often ask about anything and everything.
I will be publishing a video soon on how to get a job as a genai engineer, without getting into machine learning.
Sor make a playlist with rag ,fine tuning etc
Will do so, it's in the pipeline. Thanks
Very good explanation of the roadmap ..waiting for your genai playlist
Thanks for the kind words! The GenAI playlist is in the works. 😊
Im from non it background. I lost in the mid of the video listening the terminologies. It would be appreciated if you can give the syllubus in pdf, so that i can go through the syllubus slowly and consume.
Can you share or suggest resources to learn these topics which are given in roadmap?
I will compile and share soon. Thanks!
Good video. Pls upload complete gen ai expert series. That will be much helpful.
Thanks, In the works. Will be out soon!
Sir thank you so much, if possible make a video on data engineering
Sir you saved my life ❤❤❤❤ thank you so much
Glad it was helpful! Happy to be a part of your journey. 😊
Gen AI or Agentic AI, which is good to learn and land a job?
Agentic Ai is a subset of GeaAI. A framework to build better genai soutions.
I don't know who you are. But you are the captain of ship. you are the best.You deserve million of subs ❤❤.
Thank you so much 😀
Thank you sir, the roadmap is awesome.
I'm glad you found it helpful!
Bro please give me whole video detail in PDF form because some people have not enough time😢
Brother I like your content Keep going... Also waiting for other videos
Thank you so much for your support! More videos are coming soon.
I truly admire your presentation and a Big bang motivation from this vedio in terms of understanding the AI concepts.. will be following your vedios and keep learning and implementing to become an expertise.. Thank you for sharing.
I'm glad you found it motivating!
straight to the point , nice vid.
Thanks! I'm glad you found it useful.
Super Video...........😍
Thank you so much 😀
When is the "Just Enough Python For AI" course releasing on your channel? Asking since it's been 3 months since this video...
My apologies that it's not out yet. I had a couple of unplanned emergency travels in the last 3 months. Juggling between a fulltime job and youtube has been challenging. The video that come out yesterday was also shot 3 months back, but only getting time now to release it. There is a little bit of work left for the 'Just enough python for AI', but it is high on the priority list now.
Thanks for your support.
@@TowardsAGI No problem, waiting for it! Thanks for doing all you do :)
Hi Sir,
Your videos are really awesome. Your recent video on "Don't Learn ML in 2025" was particularly insightful. As a Cloud Administrator with five years of experience, I am keen to transition my career towards AI engineering.
Could you kindly provide guidance or resources that might assist me in achieving this career shift? Your expertise and advice would be greatly appreciated.
Thank you for your time and consideration.
hi, i am in college. Eager to learn AI, i am learning python right now. Is learning Machine learning and building our own models not worth it ?
It's very much worth it if you have the time and motivation. It's relatively a tougher field to compete as a fresher, compared to GenAI.
Thanks for your kind words, I'll share some resources in my next video.
@@TowardsAGI thanks!!
After a long time, I saw a quality content leading to right direction.
I am learning Data Science and now just about to finish SQL. I have spent almost 8 months but still have to learn a lot. Sir, shall I drop it or continue to lear Gen AI now? Plz reply.
Don't drop it if your interest lies in Data Science. But you can first prioritize GenAi and and then later add ML skills as well.
Bro , Superb Video !!! Being a software backend developer , learning python to become a Gen AI developer… is Python and RaGs , LC, LamaIndex, what in Hugging Face are enough ??? Could you pl answer.
Yes, it could be enough. But make sure you do some complex project. Agentic AI systems are pretty much the talk of town right now.
Sir can you please suggest me some resources for becoming GenAI expert? I'm currently in 2nd year of BTech in Computer science specialization in Data Science. I'm focusing more on Competitive Programming and DSA right now. So i want to know about some platforms or maybe some books and materials for learning GenAI. I like the path which you explained. I would like to secure a job as an expert and then pursue Data Science.
So the problem with GenAI is that things get obsolete very fast. So code examples from a 6 month old tutorial may not even work.
If I come across a course that covers the full roadmap, I will sure share.
I like your content
Thank you so much! Your kind words really motivate me to keep creating!
Super😍
Hello Sir, First of all thank you very much for make me understand as this video has cleared my doubt, I am an Instrumentation Engineer in a cement industry. So my question is from where should i start with?
Thanks. If you do not yet know basic python already. That's where you should start with.
@@TowardsAGI OK sir, thank you
can i learn Golang instead of python cause i am learning and find it quiet my thing
Go isn't used much in Al/ML, at least not yet. Python should be your 'go' to language for the foreseeable future.
Very Helpful ❤
On a Journey 2B a Software Engineer, now planning to incorporate GenAI in my learning ......what do u say Sir?
Thanks. It will be a great addition to your profile.
hi, i am in college. Eager to learn AI, i am learning python right now. Is learning Machine learning and building our own models not worth it ?
It's very much worth it if you have the time and motivation. It's relatively a tougher field to compete as a fresher, compared to GenAI.
Some people born to teach.
Thanks
Great Video, Waiting for Just Enough Python For AI.
It is in the works. Thanks!
Sir i know
1) python
2) machine learning
3) deep learning
4) nlp
5) sql
7) power bi
8) currently learning gen ai and have covered almost all the topics you explained
I just wanted to know many web developers get remote job’s outside india. So can you make a video for machine learning engineer on how to get a remote job.
Hi Amandeep,
You seem to have covered the full spectrum of Data Science topics. Don't forget some basic statistics as well.
However, these days, there is an oversupply of data scientists at the entry level, while a dearth at the senior levels.
If you freshers and trying to get into Data Science/AI, consider some internships, even if not paid.
Coming to web development, by remote jobs outside India you mean you want to stay in India but work for companies abroad remotely.
While it is possible, it won't be easy. Like any other tech skill, there is a lot of competition for such remote jobs.
I would suggest start with freelancing sites like upwork, fiverr, freelancer etc. Build a decent portfolio and then apply to real remote jobs with that portfolio.
ML Engineering is also a very high in demand skill. Will surely put out a detailed video on this soon.
Best of luck.
sir data engineer + gen ai or full stack + gen ai which is more valuable in market
Data Engineering is a niche skill by itself, but it doesn't complement the GenAI skill. But Full Stack and GenAI complement each other. Which basically means you can build a GenAI app end to end with full stack + genai all by yourself.
Companies will value this combination a lot. Specially smaller or startups.
@@TowardsAGI full stack mean web devloper or app or both herre
@@HustleHumanity Full Stack simply means someone who can work on both frontend and backend. This can apply to both web and app development, depending on the type of app you are working on.
@@HustleHumanity If you are starting from scratch, choose Python for AI, and then learn some other python based/compatible full-stack skills. Life will be easier that way, rather than learning completely unrelated multiple languages. Some examples below:
1. Front-End - Streamlit, basic HTML/CSS and JS
2. Back-End -Flask or FastAPI or Django, SQL
3. Devops - Docker, CI/CD and cloud
Gradio is great library for quick and creative UI for AI apps.
just give the self study resources.. not the videos, nobody has time to watch videos.
Your wish is my command Sir!
Super Video...........😍
Thank you so much 😀
Super😍
Super Video...........😍
Super😍
Super Video...........😍
Super😍
Super Video...........😍
Super😍
Super Video...........😍
Super😍
Super Video...........😍
Super Video...........😍
Super Video...........😍
Super Video...........😍
Super Video...........😍