Try my free email crash course to crush technical interviews: instabyte.io/ Mathematics for Machine Learning: imp.i384100.net/math-for-ml Data Science Math Skills: imp.i384100.net/datasciencemathskills Introduction to Statistics: imp.i384100.net/stanford-statistics Python Programming: learnpython.org/ Machine Learning Specialization: imp.i384100.net/machine-learning-specialization Kaggle: www.kaggle.com/ Deep Learning Specialization: imp.i384100.net/deep-learning-specialization Full Disclosure: This is NOT a sponsored video. The links are affiliate but all the courses are available for FREE if you want.
Is it important I follow these course step by step? Is the math really relevant? Some ML project I did , I ddnt know the math but able to achieve consistent result
2:20 Mathematics for machine learning and data specialization 3:34 introduction to statistics 4:53 machine learning specialization 5:25 kaggle hands on courses 6:09 deep learning specialization
this man is giving resources every video this is really helpful for anyone studying programming these videos allow people who study what are the mistakes you should not do very helpful
@@sahilandsarraHi, Sahil. I am literally confused on what to learn. I like Designing, so I learnt figma. And Web dev (Html, css, js, nodejs, MySql). Initially, i liked Data science and didn't consider learning it. Now, AI replaces coding. So what can I learn? Should I improve my current skills on Web Dev and UI/UX design. Or Data science/AI.
@@aayishanoorajalaludeen3435 Mine is literally the same situation. By the way, if you don't mind, Do you work as a web dev or are you only learning it?
I've surfed through many yt channels looking for a proper guideline to learn something that not everyone teaches or tells about. Fortunately, I've found this channel which is very underrated but as brother says he values our time so the videos are to the point which I really really like the most and sorry to say but I would not like it if everyone gets recommendation of this channel so there will be much less competition :) :)
Thanks you Sahil, very informative stuff. I've started with the Maths for ML specialization & in the Algebra part now. Its a steep learning curve for sure!
I would advise anyone with a strong math background to delve deep into the details behind classical ML algorithms to understand them in proper detail. It will make understanding the impact of parameters and the usual scikit learn interfaces so much easier believe me.
I'm Electrical engineering ug student and today i'm discussing with my friends about my FYP that next year i will take my FYP in AI domain bcz i wanna to pursue my career in AI , and now i have watched this video and HATS OFF TO YOU MAN ! literally this 7 minutes gave me really insightful, interesting and useful info . THANK YOU MAN !
I expected to see something in the fields of LLMs, Transformers, Gen AI, Prompt Engg, etc. given basic ML, DL are turning outdated due to these. Maybe make another video on it?
What do you mean by outdated, they are still relevant, without good foundations in those we can't directly jump into LLMs , and also only learning LLMs and latest things, no one hire you for those roles, we need good understanding of all.This video is really good he covered all important things to make career in AI
Just know that A.I Engineer is for the very niche market. This role isn't for everyone since a strong mathematics is involved. Most people that would make this transition would mostly have an Engineering background or hold an Engineering or CompSci Degree. Its not easy to achieve for the average.
I am a third year student of computer science and i wanted to pursue my career in ML but did not know how to start, by watching your video now i know what to do and how to start. Thanks 😊 Sir.
I'm truly impressed with how great this content is. The presenter delivers the material with remarkable clarity and coherence, avoiding the common pitfall of jargon overload often seen in discussions about AI. Moreover, the references cited throughout the course are both credible and relevant. I also appreciate the video's conciseness, which makes it accessible without sacrificing quality. You've absolutely earned a 'Like' and a new subscriber from me.
What do you think about learning deep learning using PyTorch/TF and scientific learning using SciPy and data manipulation using NumPy/Pandas and using Scikit-learn for data analysis and learning more languages like R, SQL and C++ which can help you in AI engineering?
I have a question, as a Full Stack Developer - Is it worthwhile to switch to ML Engineer or similar roles? Or to go through the courses you mentioned? Or learning to use the tools, instead of building them is enough for a good career ahead?
I'm also Backend developer, but seems we have to deep in all these courses becase just knowledge in normal, software engineering it's not enought, so if you study that path, I will I hope, you certainly will be a AI engineer but it'll take time around 1 year at least because I was researching and it's a lot of material, maybe less but it's a really nice career path I love it.
Sir i watched your previous videos and started coding...i am happy to say that i am now able to solve problems very easily now... although i am still a total beginner ,i am happy to have your guidance along the way....ur video's is all that i need to get the most out of my engineering days❤❤
Bhai ab chup chap lag jao kisi ko Gyan Dene ki jarurat nhi hai agee Devin khada hai aur piche bhari population 😅 khud Kam karke. Nikal jao jada gyan mat Dena kisi ko
Hello, Sahil! It's a great content you got there. I had a question for you. If I want to be an AI researcher, what should I do differently than this trajectory you've shown here?
That's a fairly academic field so you definitely need to have a phd, I have seen several videos of the people in this field who are working for apple, Microsoft or Google and they all agree that in order to be a AI researcher you need to have a phd in this field
Sir Kindly Please create a Leetcode preparatory Course for improving Problem Solving and Helping to crack Interviews. You're the only person who can do this because the way you explain things no body does better than you.
My review on the suggested resources for the new comers like some wants to switch their career to the AI field then Even after learning all the suggested things( i assumed newbee/freshers should takes as minimum as 1 year) and you are not ready as a beginner data scienitst/ML engineer(forgate about the building product like chatGPT or not even close to understand how its works). Why? Because building an ML model is small portion of the whole product. You have to consider more things so that your model is usefull in the real world. Because, the real challenge isn't building an ML model, the challenge is building an integrated ML system and to continuously operate it in production. What industry is expecting from you? 1. Strong problem-solving skills, system desings and fundamentls of computer science(DBMS,Networking) 2. Majority of the small companies(Not as MAANG level) expect from the candidate to have knowledge from building ML models to the production level(MLOPS). And MAANG level expectations are more like fundamental and nitty-gritty details of how perticalar algorthm works with the above point. Disclaimer: Take my suggestions with the pinch of salt bacause there many Ifs and buts . My suggestions based on my 2.5 years working experiance in the AI industry, my intention is to speard awerness so that no one can do common mistake that I did in my past. Happy learning to all!
Hello sir pls help me, Whats the best python framework for this? Some ppl say pytorch and tensorflow but I think you are the best to answer my question, 😊 big thanks
If you're are beginner then go with Pytorch but if you have some experience in ai frameworks then tensorflow. I'd recommend only learning one framework.
Hi! How long would it take me as a beginner to learn machine learning and actually land a job? I've had learnt C and C++ back in college but haven't done any python.
I am. Going to have btech in ai and data science my class starts tomorrow. I didn't have any experience with coding or anything that related to this field I am on my 100% energy level to give out my everything to succeed in this field. WHAT SHOULD I DO FIRST APARY FROM MY COLLEGE CLASSES? WHUCG IS THE THE FIRST PROGRAMMING LANGUAGE THAT I NEED TO STUDY?
If im a front end web developer and i want to also adapt some AI knowledge do i really need to learn all machine learning. Ideally my focus should be towards AI in UI and UX right??
Thanks Sahil for this video. The Coursera course links given are not free. They are asking for enrolling with some monthly fees. How to access them for free?
Videos are free you can audit I'm watching videos for free only finished calculus for ml and ds,linear algebra for ml and ds,data science math skills using audit option only,only certificates and lab are paid others are free
When this guy gives u a course saying it is the best - TRUST ME it is the best i have come so far in writing code and building logic because of this man’s video i found 2 years back
Thanks for making such a roadmap for us and we appreciate you, but there is no way to learn how to continue to the endpoint. I mean making an application end-to-end like a chatbot. What should we do if we want to make the completed application and deploy, please give a guideline for that brother.
I am a noob pls tell me how to be good in machine learning. And also tell how to learn every basics. video description courses are not free. Thanks dear.
HI Sahil Bhaiyya, After following all this path and completing all these courses can I be called as a proper A.I. Developer so that.I will be eligible to work in companies like OpenAI or there is something else that I have to do more than this????
Brilliant! If you're craving more, a book with similar narrative is an apt follow-up. "From Bytes to Consciousness: A Comprehensive Guide to Artificial Intelligence" by Stuart Mills
first, you're amazing in giving what people actually need, 2nd, I know it's like a total different subject but could like make a video for devops or how to make a transition from IT to devops\code engineer
Hello Sahil: long time follower, can you also do a video on how to take the quantum jump once AL/ML learning is completed but prep real world interview prep!
Im soo happy to see u here , im following u on linkedin back to 2 , 3 months , but today i searched video related toAI nad got your video here stay blessed ❤
i love the roadmap but i am seeking which is free as in coursera we can audit but most teaching is in labs which we cant access ! any TH-cam videos etc anything ?
![ILLSLICK X YOUNGOHM - We're The same [Official Video]](http://i.ytimg.com/vi/yUJNkobYR0E/mqdefault.jpg)
Try my free email crash course to crush technical interviews: instabyte.io/
Mathematics for Machine Learning: imp.i384100.net/math-for-ml
Data Science Math Skills: imp.i384100.net/datasciencemathskills
Introduction to Statistics: imp.i384100.net/stanford-statistics
Python Programming: learnpython.org/
Machine Learning Specialization: imp.i384100.net/machine-learning-specialization
Kaggle: www.kaggle.com/
Deep Learning Specialization: imp.i384100.net/deep-learning-specialization
Full Disclosure: This is NOT a sponsored video. The links are affiliate but all the courses are available for FREE if you want.
😂epic
Is it important I follow these course step by step?
Is the math really relevant? Some ML project I did , I ddnt know the math but able to achieve consistent result
How I can get it for free ?
CAN YOU ADD TIMELINES IN YOUR NEXT VIDEOS PLEASE
Mathematics and statistics done in depth at IITM for 1 year. Programming also. Now learning ML and DL.
2:20 Mathematics for machine learning and data specialization
3:34 introduction to statistics
4:53 machine learning specialization
5:25 kaggle hands on courses
6:09 deep learning specialization
this man is giving resources every video this is really helpful for anyone studying programming these videos allow people who study what are the mistakes you should not do very helpful
Thanks 🙏
@@sahilandsarraHi, Sahil. I am literally confused on what to learn. I like Designing, so I learnt figma. And Web dev (Html, css, js, nodejs, MySql). Initially, i liked Data science and didn't consider learning it. Now, AI replaces coding. So what can I learn? Should I improve my current skills on Web Dev and UI/UX design. Or Data science/AI.
@@aayishanoorajalaludeen3435ui ux designer gets the highest intern and also has a lumsum amount in job
@@aayishanoorajalaludeen3435Learn Dark Web
@@aayishanoorajalaludeen3435 Mine is literally the same situation. By the way, if you don't mind, Do you work as a web dev or are you only learning it?
The amount of useful information I got from this video in 7 minutes is astonishing. Very impressive!
I've surfed through many yt channels looking for a proper guideline to learn something that not everyone teaches or tells about.
Fortunately, I've found this channel which is very underrated but as brother says he values our time so the videos are to the point which I really really like the most and sorry to say but I would not like it if everyone gets recommendation of this channel so there will be much less competition :) :)
Thanks 😂
>sorry to say but I would not like it if everyone gets recommendation of this channel so there will be much less competition :) :)
Wow, pathetic
@@toppu10animesfr, instead of promoting growth.
@@toppu10animesrelax dude, I think he meant it in a light hearted way
@@toppu10animes CAP, do you not want to make 900k+ job
This is one of the best videos about getting into Machine Learning. Straight forward and streamlined! Thank you so much!!!
One of the cleanest guidance available in YT on Machine learning. Thank you sir
Thanks 🙏
yes brother. another important youtube playlist is "KRISH NAIK" for machine learning and projects..
Love From Andhra Pradesh Thank you for Your Amazing Content
Thanks a lot!
Thanks you Sahil, very informative stuff. I've started with the Maths for ML specialization & in the Algebra part now. Its a steep learning curve for sure!
Amazing how much information you packed into 7 mins. Thank you for your awesome contribution. :)
Came across your channel for the first time, and this video has blew me away.. hats off to you, for keeping it simple, yet informative !!
I would advise anyone with a strong math background to delve deep into the details behind classical ML algorithms to understand them in proper detail. It will make understanding the impact of parameters and the usual scikit learn interfaces so much easier believe me.
I haven't watched this video to the end yet and it is already the most practical video I have ever seen on transitioning into AI! Love it!
I'm Electrical engineering ug student and today i'm discussing with my friends about my FYP that next year i will take my FYP in AI domain bcz i wanna to pursue my career in AI , and now i have watched this video and HATS OFF TO YOU MAN ! literally this 7 minutes gave me really insightful, interesting and useful info . THANK YOU MAN !
Can I have ur Instagram id plz ?
I expected to see something in the fields of LLMs, Transformers, Gen AI, Prompt Engg, etc. given basic ML, DL are turning outdated due to these. Maybe make another video on it?
All the things you mentioned (except Prompt eng) are part of DL
Agreed, Advanced DL - NLP, CV. Thanks! @@sahilandsarra
What do you mean by outdated, they are still relevant, without good foundations in those we can't directly jump into LLMs , and also only learning LLMs and latest things, no one hire you for those roles, we need good understanding of all.This video is really good he covered all important things to make career in AI
Agreed in that regard, yes.
If making complicated things easy is an art, Sahil would be the Picasso of it. :) What a gem of a video.
This video like all others is great.
Please make a video on opensourcing too. How one can showcase them as their work in a real interview ?
Thank you
Just know that A.I Engineer is for the very niche market. This role isn't for everyone since a strong mathematics is involved. Most people that would make this transition would mostly have an Engineering background or hold an Engineering or CompSci Degree. Its not easy to achieve for the average.
I am a third year student of computer science and i wanted to pursue my career in ML but did not know how to start, by watching your video now i know what to do and how to start. Thanks 😊 Sir.
Same here. Do you wanna connect ?
I'm truly impressed with how great this content is. The presenter delivers the material with remarkable clarity and coherence, avoiding the common pitfall of jargon overload often seen in discussions about AI. Moreover, the references cited throughout the course are both credible and relevant. I also appreciate the video's conciseness, which makes it accessible without sacrificing quality. You've absolutely earned a 'Like' and a new subscriber from me.
how much bot comments cost?
@@iTube4U Not a bot
@@WilliamGuerrand exactly what a bot would say lol
@@iTube4U Is it possible in this day and age to say something meaningful without having to end a sentence by lol or xdd. Grow up
@@WilliamGuerrandyea there is"you suck and you are bad at what you do"
What do you think about learning deep learning using PyTorch/TF and scientific learning using SciPy and data manipulation using NumPy/Pandas and using Scikit-learn for data analysis and learning more languages like R, SQL and C++ which can help you in AI engineering?
machine learning courses are paid not free bro
I have a question, as a Full Stack Developer - Is it worthwhile to switch to ML Engineer or similar roles? Or to go through the courses you mentioned? Or learning to use the tools, instead of building them is enough for a good career ahead?
I'm also Backend developer, but seems we have to deep in all these courses becase just knowledge in normal, software engineering it's not enought, so if you study that path, I will I hope, you certainly will be a AI engineer but it'll take time around 1 year at least because I was researching and it's a lot of material, maybe less but it's a really nice career path I love it.
Sir i watched your previous videos and started coding...i am happy to say that i am now able to solve problems very easily now... although i am still a total beginner ,i am happy to have your guidance along the way....ur video's is all that i need to get the most out of my engineering days❤❤
Bro can u guide me too as I am totally a beginner and I dnt know hew to start. Brother can u guide me
Everytime i refer to your videos , source of knowledge that one gets is worth watcing the video.
Keep going, great content.
Bro speaks in lower case😂
😅😅
Fax 😂
😂😂😂
Last second line
"My name is sahil"
Information first Introduction later
do we need data structures and algorithms to be a good machine learning engineer?
Please make a video on communication skill as well ,how to speak like you
Yes, this topic is pending for a long time
Learning AI is definitely the way to go for the future! Excited to see how it can create new opportunities. #AIRevolution #LearningAI #FutureTech
For The basics maths for machine in video it was suggested andrew ng course ,but in given link it is a course from imperial University.
Thanks for making this video, This is the best roadmap ever for AI.
Have just started a HDIP in data analytics, this is really helpful
FYI, the machine learning and the deep learning specializations are no longer available for free, not even the videos.
Fastest breakdown on how Chat-GPt is made. Always wanted to know. Thanks.
Create a job in your own company 💡
who is here after hearing about DEVIN
Me 👋😅
@@RihamAhamed950 😂
Bhai ab chup chap lag jao kisi ko Gyan Dene ki jarurat nhi hai agee Devin khada hai aur piche bhari population 😅 khud Kam karke. Nikal jao jada gyan mat Dena kisi ko
Ne😅
here after testing Devin. its bs
How long should it take ideally/approximately to complete the courses you mentioned in the video?
Hello, Sahil! It's a great content you got there. I had a question for you.
If I want to be an AI researcher, what should I do differently than this trajectory you've shown here?
That's a fairly academic field so you definitely need to have a phd, I have seen several videos of the people in this field who are working for apple, Microsoft or Google and they all agree that in order to be a AI researcher you need to have a phd in this field
Sir Kindly Please create a Leetcode preparatory Course for improving Problem Solving and Helping to crack Interviews. You're the only person who can do this because the way you explain things no body does better than you.
Stats is way easier than calculus to me. I signed up for a machine leaving in and AI class through my org. Now to find the damn time
Estimated time of competing all these learning components? I know it will vary depending on the individual but how long did it take you to learn?
The information density in his videos is soo high!!!
Do i need data science to follow this path?
My review on the suggested resources for the new comers like some wants to switch their career to the AI field then
Even after learning all the suggested things( i assumed newbee/freshers should takes as minimum as 1 year) and you are not ready as a beginner data scienitst/ML engineer(forgate about the building product like chatGPT or not even close to understand how its works).
Why?
Because building an ML model is small portion of the whole product. You have to consider more things so that your model is usefull in the real world. Because, the real challenge isn't building an ML model, the challenge is building an integrated ML system and to continuously operate it in production.
What industry is expecting from you?
1. Strong problem-solving skills, system desings and fundamentls of computer science(DBMS,Networking)
2. Majority of the small companies(Not as MAANG level) expect from the candidate to have knowledge from building ML models to the production level(MLOPS). And MAANG level expectations are more like fundamental and nitty-gritty details of how perticalar algorthm works with the above point.
Disclaimer:
Take my suggestions with the pinch of salt bacause there many Ifs and buts . My suggestions based on my 2.5 years working experiance in the AI industry, my intention is to speard awerness so that no one can do common mistake that I did in my past. Happy learning to all!
So how long can it take to reach that level of expertise
So the best to do would be to work on DSA alongside continue these courses ?
Hey bro, suggest a good book for neural networks & deep learning concepts!
Hello sir pls help me,
Whats the best python framework for this?
Some ppl say pytorch and tensorflow but I think you are the best to answer my question, 😊 big thanks
If you're are beginner then go with Pytorch but if you have some experience in ai frameworks then tensorflow. I'd recommend only learning one framework.
Sahil thanks for the course recommendations! I am about to do a Masters in Management Analytics and am worried about the quant portion
he doesn't want us to repeat his failures, thats why he posts these videos. You're soo influential to my life dude! Tons of love. Im not overreacting.
Thank you from Ghana 🇬🇭
❤️🇬🇭
Sir, Your Channel is a blessing for budding Programmers...🙌🙌🙌🙌
Hi! How long would it take me as a beginner to learn machine learning and actually land a job? I've had learnt C and C++ back in college but haven't done any python.
Timelines are never easy. It varies from person to person.
If we assume you know nothing: 3 years of hard work. Could be more, could be less, depending on you.
@@innocentiuslacrim2290 even more actually
thanks for the clarity
Is ai engineer and ml engineer same
Thanks sir for detailed roadmap
Thank you for the very concise introduction to AI. I am going to get started!
What an explaination....wow vaia
Mashallah ❤❤
Take Love from Bangladesh
I have nothing to learn from your video but still I really like the way you talk so I enjoy listening your voice
Great video! I have a question: what if you are starting from scratch, would you recommend a lower level of Maths eg A Levels to get to this point?
Data science math skills cover all basic maths
His voice cures insomnia
SIR, Can I use kaggle instead of Jupyter notebook from coursera?
pls answer
I am. Going to have btech in ai and data science my class starts tomorrow. I didn't have any experience with coding or anything that related to this field I am on my 100% energy level to give out my everything to succeed in this field.
WHAT SHOULD I DO FIRST APARY FROM MY COLLEGE CLASSES?
WHUCG IS THE THE FIRST PROGRAMMING LANGUAGE THAT I NEED TO STUDY?
It is probably mid night by the time he uploaded this video. Damn. That too at a friday night!!
is there any free course for learning the math for the machine learning
Not Andrew "AN~J". Pronunciation is "Ang" (But a is silent)
What are you doing , learning how to use an AI or learning how to build an AI?
Super resourceful video, love & support from Islamabad.
Thank you Sahil..to the point!👍
Thanks. Only video that i found where somebody explains what to learn step by step to AI. Thanks! Realy
Bro please suggest best and most efficient java course
The way you talk its amazing , Loved it and thanks for guideline
Thanks very much for your kind words.
I'm doing DSA so , what should i do first!? In second year
I am very interested in machine learning but my seniors are recommending to finish web development first which I find boring af...
If im a front end web developer and i want to also adapt some AI knowledge do i really need to learn all machine learning. Ideally my focus should be towards AI in UI and UX right??
When learning all this,will I be able to build ai agents?
this is the most relevant video I've seen on the particular topic , keep it up.
Do we still need to do leetcode?
The courses links given are not free we need to spen some amt for each course
how easy to a Java developer to learnAI(is it possible to learn it thro'java itself?)
Please talk about competetive programming is it useful for my carrier?
Thanks Sahil for this video. The Coursera course links given are not free. They are asking for enrolling with some monthly fees. How to access them for free?
Videos are free you can audit I'm watching videos for free only finished calculus for ml and ds,linear algebra for ml and ds,data science math skills using audit option only,only certificates and lab are paid others are free
When this guy gives u a course saying it is the best - TRUST ME it is the best i have come so far in writing code and building logic because of this man’s video i found 2 years back
Thanks for making such a roadmap for us and we appreciate you, but there is no way to learn how to continue to the endpoint. I mean making an application end-to-end like a chatbot. What should we do if we want to make the completed application and deploy, please give a guideline for that brother.
I am a noob
pls tell me how to be good in machine learning.
And also tell how to learn every basics.
video description courses are not free.
Thanks dear.
HI Sahil Bhaiyya, After following all this path and completing all these courses can I be called as a proper A.I. Developer so that.I will be eligible to work in companies like OpenAI or there is something else that I have to do more than this????
Yes plz answer this question it also seems me important because after doing all this will I be eligible???
Nope u still need many more lots of years experience for that my buddy
@@techieeee-pk4wu Hi please can you specify what more do I have to learn??
Brilliant! If you're craving more, a book with similar narrative is an apt follow-up. "From Bytes to Consciousness: A Comprehensive Guide to Artificial Intelligence" by Stuart Mills
Uncle Amos said cool, and thanks for sharing.
first, you're amazing in giving what people actually need, 2nd, I know it's like a total different subject but could like make a video for devops or how to make a transition from IT to devops\code engineer
Sir is there any way to do these courses for free in coursera
All the courses can be audited. So, you can get them for free.
Are they no free high quality courses on these topics?
Videos are free bro only lab and certificate are paid
Hello Sahil: long time follower, can you also do a video on how to take the quantum jump once AL/ML learning is completed but prep real world interview prep!
Sir can I use freecode camp Math tutorials for math and statistics
Thanks as i wanted the pathway for ai learning
Sir ...day by day I am becoming a fan of yours
Thanks, my friend!
What about Java developers. Where do I need to focus? Which technology should I learn? I am working on microservice . Any suggestions!
Im soo happy to see u here , im following u on linkedin back to 2 , 3 months , but today i searched video related toAI nad got your video here stay blessed ❤
i love the roadmap but i am seeking which is free as in coursera we can audit but most teaching is in labs which we cant access ! any TH-cam videos etc anything ?
Make a video on topic 'Prompt Engineering'
AI is here to assist us and increase our efficiency, not to take our place.
I agree with you
So how much it will take?