Machine Learning Roadmap for Beginners

[@AyushSinghSh]

All the resources to follow is in the Notion page given in description. The right time to start is right now.

[@sandipanmandal3830]

Thank you so much Ayush.. Yes the right time is now ❤️

[@anandkotaru9302]

Bro i can't see the videos of the links that you provide in the description.it showing "this video is unavailable".can you say the reason

[@manavshah2119]

Bro I am currently doing Post graduation on Data Science but i even don't know of basic on ML but see you Confidence is go into another level I following you for the future assistance you are doing great job

[@prafulkhanduri542]

I guess he readed my comments

[@foryt6937]

Bruuuuuuh

[@megatron9151]

I am happy for living my childhood joyfully 😂 those days will never come again 😔

[@davisgeorge7926]

The best comment ever. Kids forget about this. Also they need to be well versed that jobs are much more than about just being in coding or in the software field. There are literally 100's of fields out there. Unfortunately Indian kids think it's limited to software or medicine

[@arprogames]

Same happened with me 😭

[@networkserpent5155]

@@davisgeorge7926 why tf you being racist? wdym "indian kids think its limited to software or medicine" you sound like a fucking idiot. keep your thoughts to yourself. there are many other fields that indians succeed in. you are just jealous that there are kids out there that are becoming leaders at young ages and you wished that was you.

[@c2nder928]

@@davisgeorge7926 Indian kids 💀💀

[@davisgeorge7926]

@@networkserpent5155 Why in the world do you think my name sounds like a foreigner as if there are no Christians in India? I am an Indian just like you so that nullifies your pointing out regarding racism. I have a kid of my own and ask the high school kids about what their aspirations are and you can see how limited they think their opportunities are, in terms of fields of discipline in India. Don't get butthurt for a YT comment when you have no idea about the reality.

[@Kusumbu1997]

I'm ashamed 🥺, u are too smart.. 😀 I'm 10 years elder than you but didn't have a job yet U really inspired me to run faster.. Subscribed 😇✌️

[@Komal8881]

Don't compare yourself 🥲☺️

[@tutorialheller5800]

x2 bro, I'm almost 22 and I'm surprised about this guy knowledge

[@satya350]

Im 20

[@cgenigma675]

You guys have no idea what "access to resources" at a young age can do to you..just think about what you had back then when you were 14.

[@satya350]

@@cgenigma675 i had an marble(which we play as gulli) , i heated that marble on burning Diya in pooja ghar than put that into cold water, repeated this process this marble blasted.i used to be very happy when that marble blasted due to continuous heat and cold exposure.🥲🥲🥲🥲i had a java and symbian platform based mobile phone (nokia c3) in which i used to download java games and 18+ adult videos and watch when parents were asleep

[@noobmasteroo69]

When the company asks for 20 years of experience but you're just 18

[@ni12907]

😂😂😂😂😂

[@tomirprotip4933]

He is a great inspiration for us That Making money first is most important but we make it taboo and keep on learning what we don't want to do.

[@mohamedmusamustafa3324]

Hey bro I just wanna say you're a huge inspiration to me you've boosted my confidence in machine learning bc I'm also quite young (16) and you've helped me in an unimaginable way, seriously keep doing what your doing bro well done 👏👏

[@stoicx.]

Same

[@JMuks]

Ditto ✨

[@i.amnasim]

People want to learn more about the data science but we do not actually know how to start so if you keep grinding like this you will soon reach the top at KZbin…

[@rupaksmart]

Its awesome that you have attend the status of master and teaching people on machine learning. But I personally don't encourage others to do the same. Lets us enjoy our childhood.

[@sameelshamnad6142]

Actually , you are a motivation for guys who doesn't even know coding like me.

[@jashiaislam2275]

I was searching for a roadmap for almost a week. Everything seemed so vague that I got confused. Thank you so much for your honesty. I really appreciate it.

[@kokoaung2914]

I think ml is something I cannot capable in my country. I got a lot of inspiration from you man. Keep doing good job!!!`

[@ShayneMicchia]

Myanmar?

[@kokoaung2914]

@@ShayneMicchia Yeah

[@hritikapal683]

Hey thanks bud! Today itself I was searching for Machine learning roadmaps and bingo your video popped up:)

[@AyushSinghSh]

Wohhoo, glad to hear that

[@Sandeep-el4gd]

Same happened with me Hritika

[@aplvetrivel9150]

Yeah that's how Data science recommendations works 😅

[@Sandeep-el4gd]

@@aplvetrivel9150 yeah thanks

[@saadfarooq72]

Love you 😘 machine learning

[@ManikHussain-]

Ayush you are just superb man🖤 I think your suggestion is so simple and valuable for a beginner.

[@mrdbourke]

Excellent roadmap Ayush!

[@AyushSinghSh]

Thanks Daniel, It means a lot

[@eirisarca6717]

Yooo! This is a well-put and comprehensive roadmap. Thank you so much!!

[@awusacollins]

Very helpful content. Kudos Ayush. Nothing is as good as knowing the path to follow to your destination. One of the advantage is that the journey will be shorter. 🤝

[@ashutoshagrawal6211]

I started programming with Intermediate level Python at the age of 14. And I wanted to do Machine Learning but I realized it needs some very high level math topics which are thought in class 12th. So I switched to web development instead and got a Full Stack Developer job at age of 15. It's really amazing you were able to do that high level math at such a young age and do machine learning. This year I am studying in class 12th PCM and hoping next year will be able to start learning ML and AI. I am looking forward to more videos from you and hoping you become a great youtuber! Kudos to you! Edit: My intention to comment was not to tell about my achievements but to appreciate Ayush. I am an average guy with no grand package working in a big MNC. I am not going to disclose all my personal details here. If still curious , I work in Apple in Silicon Valley California. Have a package of 5 Crore per day. Now go ahead and comment asking for proof 😂

[@saubhagyalive3061]

how did u get the job as a full stack developer? Can u put some light on it!!!!

[@ashutoshagrawal6211]

@@saubhagyalive3061 I did an intership as a full stack developer. 6 months later I started freelancing as a full stack developer. In another 2 months I got recruited by a client for full time job and have been doing it for 2 years.

[@saubhagyalive3061]

@@ashutoshagrawal6211 That's great to hear!!! Can I get ur linkedIn or instagram?

[@fake-PSL]

@@ashutoshagrawal6211 stop lying lmao

[@ashutoshagrawal6211]

@@fake-PSL You are watching a video of 14 year old being ML engineer at big tech company. What's wrong with a 18 year old being Full Stack Developer at a small startup

[@monisprabu1174]

thank you very much for guiding ppl who learn from the internet with your roadmap and thanks again for linking all the recourses

[@raadislam6405]

Hey man thanks for sharing the roadmap. Much appreciated.

[@AyushSinghSh]

Your welcome

[@aryamansarda2495]

Great video, but I think it's pretty important to note that the mathematics topics that Ayush brushed over are actually Uni Level courses that require a pretty high level of mathematical aptitude; it really isn't as easy as this video made it seem and it is especially complicated to self study such topics, speaking from experience as a 14 year old myself (Currently reading a great book on Linear Algebra called "No Bullsh*t Guide to Linear Algebra", strongly recommend). However, it is very possible to start AI without a detailed understanding of these topics, and I think the best way to succeed is to simply learn as you go. Also, as a competitive programmer, I wouldn't recommend diving into Design Patterns that early; it makes much more sense to focus on that when you are actually in the process of building a industry ready application because design patterns only become important then; rather, focus on strengthening your basics in Python. Nonetheless, it's very impressive to be doing ML at this age and this video provided some great insights into the skills required to do so. Top Stuff!

[@AyushSinghSh]

I completely disagree with all of your points!

[@rohanraina4486]

@@AyushSinghSh Can you explain why? I agree with his point on math, it's quite hard, especially at a young age.

[@sameergamer4567]

@@rohanraina4486 not everyone has same level iq and mentorship bro.

[@sachinsharraff]

I was waiting for you to be here since I watched a podcast with Ishan......that was good...... Truly inspired from there.... So thank you and help as much as you can.........

[@rajivsingh9303]

You are just amazing man✌🏻✌🏻❤!! Keep it up👍 we are with you❤

[@siva6772]

Your videos are motivating me and very helpful for my learning path..so please do more videos and upload 🤩❤️❤️

[@anonymous-sz8jq]

could you also make a video on what roles do a software engineer play? there's like cloud architect, devOPs engineer, blockchain web development or designing or aiml etc and made you learn and study about data science/ml?

[@Godinary]

Wow Am a Subscriber now You genius and am glad to learn from you Respect

[@finnpomfret]

HEY AYUSH! I'm 13 and for a year I have been dabbling with fullstack web development, today i decided i liked the concept of machine learning more! This roadmap is brilliant, I have been searching for something like it all day! thannk you so much

[@bruhh3759]

Hey bud! You're 13 and you're learning fullstack web development, that too from a year? Really amazing to hear. But how did you get to it? The whole web stack dev and computer science itself. What was the inspiration behind it?

[@generalginger7804]

Im a 3yr old infant and i have been sucking milk for over 3 years now. What are the fundamentals i need to start on.

[@Prosperity_krishna]

First suck and lick CPU monitor mouse and keyboard. And you are ready.

[@tanishnagpal7351]

You are the real inspiration brother!! Love u ❤️ lots Keep growing

[@aewfan4360]

Kids now a days creating roadmaps which even they can't finish in their entire career time. For the enthu students, some skills only come with lots of experience and interaction with different stack-holders. Not demotivating anyone but just sharing thoughts from the experience .

[@AyushSinghSh]

This cheap mentality of "kids" is what making India standing behind! Broo, whatever I mentioned in the roadmap, I complete 10x of that, that's why sharing best resources/roadmaps and coming on experience, can you please check my work, research, experience section on linkedin? i have worked with several firms, my students got in IBM, google, and other companies. Please do some research and I can't change your mentality, if you didn't liked the roadmap, please leave it, and watch other roadmap which will never lead you to be anything :)

[@BhautikRabari]

Agreed bro! I was looking for this comment 😂 I’m working for warner bros discovery in position of technical support in Chiswick london, I’m learning ML bc am passionate abt Artificial intelligence. You’re right he is misleading abt roadmaps If he is gonna throw this shit on me what he accomplished by the age of 14 he is trash.

[@BhautikRabari]

@Ayush singh, reply this comment and I’ll give you some piece of technical knowledge!!!

[@ashwinnema06]

​@@AyushSinghSh You will get a lot of comments, a lot of criticism evdn if you are correct. Its your job to ignore such comments and keep doing your job

[@NatureAesthetic_status]

If somebody is really serious about learning machine learning,this video is the ultimate guide😍

[@Enlighten955]

Thank you so much Ayush, I was searching something like that from a very long time. I was thinking I can learnt it in few months. ❤

[@sridharbajpai420]

Please learn maths for ML . That's super important.. how will u use pca without knowing loss function or without knowing good level of linear algebra?

[@Tech_Aura]

1. learn python 2.learn working with data(numpy,pandas,seaborn(linked with python and sql)) 3.mathematics is important(Linear algebra, calculus,statistics,probablity) 4.Machine learning topics 3stages 1 stage Basic ML 2 stage Intermediate 3 stage Advance 5:49

[@nithishwarm880]

Bro your Videos are astonishing, like it helped me Find out what to work on! Good job Excellent Flow chart :)

[@nithishwarm880]

also ur resources are amazing hats off

[@Subtitled_Deutsch]

thank you so much, simple and to the point, keep up

[@1234569312]

Ayush, really astonished, how someone can learn so many topics in just six months or even in one year?

[@kkmotghare57]

1:20 You need to build your Base Thanks for the tip

[@asifjambagi8732]

Beneficial content Bruh thanks for such a good explanation and this makes me ease to learning ML

[@seemayewale7462]

I am too 14 years old learning ml really your vidéos will help me

[@AyushSinghSh]

Make sure your base is strong 👍

[@seemayewale7462]

Ya

[@pwettibwoi3645]

thank you for being realistic and not giving false hope for views

[@Oe_Lakshay]

I am also 13 years old. And become an expert in python and currently learning ML I am inspired by you to learn more and more and Age Is Just A Number. Can make you a video - about why SQL is important in ML. Also, you can start an ML learning series on this channel. Thanks

[@AyushSinghSh]

Sure, will make and will start a series soon ;)

[@sakshamsriv1]

wow bro nice.. I am 14 and trying to learn web development... I know python to a medium level and c++ advanced.... hope that you'll be a good ML enginner

[@Oe_Lakshay]

@@sakshamsriv1 Thx broo. You too

[@oshinfrancistunde4455]

I just need explanation on classification

[@oshinfrancistunde4455]

@web king nice one

[@Guulaysi]

thank you ayush and you are the first boy who is 15 year old and experienced ml and I am najiib from somalia and I am 17 years old and I am older than you 2 years of 3years.

[@topujss]

I'm sure you might have knowledge of JavaScript. Please make 🙏 😢 😭 😔 a roadmap of MERN? Your resources are very much helpful. Please 🙏

[@kpopfm5222]

Man you are doing a great job..keeping going!!

[@pragyantiwari3885]

Hey Ayush! can u tell me how much time it would take to be good at ml? I already started this journey at the age of 15 and recently just done with regression model. and u are really an inspiration for me😀😀

[@AyushSinghSh]

Focus on giving your Inputs

[@learnaiwithjoelbunyan4764]

Hello Ayush, I am a 13 year old boy, I learnt programming at 13, and ML at the lockdown I teach it on this channel too. But I am not able to gain a job at any company. Please advice me And how are you able to balance your school and job. Thank you

[@successfulvictorypublisher6090]

AWESOME! Thank you so very much! God BLESS you for your sharing mindset!

[@GenZclub571]

Wow kind of filling after seeing this video Ayush

[@ghat0tkach]

Your talks are sparked with confidence ! Dayum🔥

[@110ksubscribers.20videos]

His voice is a ... Great..

[@AIbyRakshit]

Awesome 👍 In this video you are positive about maths that anybody can learn maths.

[@AyushSinghSh]

Yes, anybody can learn mathematics, you just need to see it's beauty and it's concepts! if 14 year old can do it, why not you?!

[@samikshyanmishra7454]

Hey Ayush I learned python 3 months ago and left it for some days due to my exam now I am struggling bcoz I forgot the syntax so can u please suggest me?

[@najmussaqib7542]

Practicing coding at least 2 hours a day.

[@deeppatel4002]

Make notes of basics in ur language then Learn with project oriented course u will understand better way

[@Enlighten955]

Bro that's really very informative. Always keep going.

[@raihanshaharia8399]

Bro please reply, 1. Did you follow that kind of strategy or any other course? 2. Without any degree or certificate can it will be a problem in job section?

[@nitishsolanki6573]

Very well explained video. Good work, man.

[@AyushSharma-vz6eg]

You're really inspiring bruh! 😄

[@girirajdk1420]

Such an inspiration you are♥️ lot elder than you but ther is lot to learn from u.

[@mrmario007]

Mark my words Your YT grow like anything now you have 11k soon you'll reach 1m ✌

[@jaswanth.s3828]

ayush the resource from notion page url is not working can pls check it or upload a new one please its very help as a beginner finding resource ,pls

[@shaolinaguha1547]

Hey!Ayush if you became a ML engineer by 14 then at which age did you start? In which class were you in when u first came across ML and data science.At 14 no school teachs calculus, then how did u even learn it? I never heard the name calculus also until i was 16. Please tell us in more details about your life and your journey from scratch.Kids at your age still played with toys during my time.

[@bbvlogs8383]

You are right. I m 20 and still confuse in calculas and statistics which is the major topic in machine learning..how did he just....it's really unbelievable

[@tinamahajanmahajan7020]

I am 12 and I really like coding one day I found a vid about ml and this vid gave me a good start

[@sandipanmandal3830]

Thank you so much for the video ayush.I have a question in mind, should I practice ML on Kaggle or what are the platforms to practice ML?

[@vipinsingh4383]

yes its best

[@saikaladhar7607]

Durga sir is really an Gem ♥️... I'm from Ameerpet hyd... and student of Durga sir.....

[@pegasus8466]

I got my first phone when I was 18,my friends got in their 16's , after years I learned machine learning and animation.My friends not .When you realise it is late ,you aren't late

[@CreativeHiren]

Very nice informative video Ayush, can you please tell me the screen size of the desktop monitor right behind you in this video?

[@christmasisawesome9348]

Please make a video on SQL and its importance. Thank you :)

[@dayasingh1176]

Great hardwork 👍. I m curious on an Idea of implementing ML or AI in system security or hacking. If AI can help in protecting system or finding vulnerabilities in a system that would b great.

[@AyushSinghSh]

Yeah, it can be implemented, do dm me on linkedin!

[@redmashbeats5479]

Why his content is soo additive? Nice quality ayush

[@vatsbhardwaj101]

Thanks buddy I was trying to figure it out you made it easy for me

[@hm_yadav_64]

Hey ayush, great to see you Cause @this age u learn many things but am 24 i don't know even one also

[@gmisbrain1061]

how much maths is necessary for machine learning, please make video on this topic brother.

[@AyushSinghSh]

I have explained this in video, I have given resources in "mathematics" section which covers the topic needed for machine learning. 😀

[@gmisbrain1061]

@@AyushSinghSh thanks bhai love from andhra

[@abdulqadar9580]

Best roadmap I have ever seen.

[@picklenickil]

I think you are doing a good job kid. Still have a lot to learn but at your age I was probably figuring out how to cheat on JEE.

[@kokoaung1011]

Hey man, let me ask you something. Should I try to get a job as a data analyst before I try become a ml engineer. Do you think it is a good starting point?

[@sanilrajsl7589]

Thank you for you good information sir,,❤️❤️❤️💯💯💯

[@PrinceKumar-hh6yn]

This is How pple of any age can inspire

[@ratul6881]

Enough saving the world! Fives now teaching people machine learning :D

[@shahidiqubal5533]

You are next Ishan Sharma, definitely.

[@douma8037]

Hi, i had a question regarding the roadmap, dont we need to learn anything about data structures? Algorithms? Data management?

[@sivamech9140]

Skip the machine learning part .. how did you get this voice?

[@rohithreddy75]

😅

[@AyushSinghSh]

Want a video boi?

[@Anand-fg9gr]

Yes

[@meetwadekar8578]

He is growing teenager it's normal to have a voice like that

[@riteshmangdare]

@@AyushSinghSh yes definitely

[@mvkprimus5761]

you are my inspiration brother

[@stranger302]

your channel is going to be unstoppable

[@AyushSinghSh]

Thanks broo

[@kachekijaanlega]

me watching this as 30 is only a few months away, thinking wtf was I doing with my life and reading the comments makes me laugh/cry even more. good on you kids for starting so early

[@hmd2372]

Bro like you are 30 so u already have some of exprience in life . What s bothers you to learn . Start man & for freelance

[@shashwatverma2482]

bro as a first year student can i learn c++ for ml engineer because in my senior secondary classes i learned python so i want to try some difficult programming language like c++ for making my dsa and mathematics skills and solving problems more stronger?

[@sahithakarapitiya]

Well done. Thank you very much for the video.

[@cantcode023]

hi love ur vid, just wondering can you make a video like your coding workflow?? im really curious and would like to see it

[@Ayusharma114]

How to Become an ML Engineer Hello, I have not even been born yet. I just turned one month old today .

[@TizianoMontenegro07]

Very Good video, thanl you so much, greerings forma Argentina

[@jdram82]

Congrats dude! Happy to see you @freecodecamp Keep rocking ! all the very best.

[@gudiatoka]

The way u present 🔥🔥

[@shivamjha3663]

I am shivam, AI&ML 2nd student, learning mathematics for machine learning by marc,aldo,cheng.

[@Spinning_king]

Remember getting a heart from my big bro

[@ColdFlameEcosystem]

So, I got my challenger finally!

[@tanmaym344]

The setup is fire bro 🔥

[@_RahulVerma-es2pr]

Hey bro can u give the link of the resources because on durga sir utube channel and cory schafer's utube channel there are more than one tutorial of python for beginners so which one we should follow bro?

[@world_changers]

Holy shit... I'm like 10 years older and still have zero knowledge about how python and ML works.

[@thanmaykandakuri2782]

hey ayush u soo talented grt!! i hv teken csc in cls 11 and scl they started teaching python....is tht useful for future job oppurtunities?

[@supersuper3493]

Useful if you want career or freelancing in software

[@123arskas]

Thank you Mr. Ayush Singh

[@itsme-jc9zu]

😡😡😡👿👿Hey just wanna say this to you, so that you can improve your videos 1. I have seen your interview with ishan, in that video your speech was very natural and good but here you are stressing your speech to get somewhat of style, don't that just speak normally 2. Your background is awesome and those background music are good but at the same time, very one does the same thing with background and background music here you can make a change which will very helpful to make your videos good. 3. Those glasses you wear are good but if you remove them and change the camera angle it will be awesome. I HAVE MANY SUGGESTIONS , I DON'T KNOW WEATHER YOU WILL READ THIS OR NOT AND I WILL HELP YOU WITH YOUR VIDEOS IF YOU ARE INTERESTED.

[@prashanttiwari6967]

And what about your KZbin algo hack... Plz make a video

[@AyushSinghSh]

WTH Lol