Complete Data Scientist/ML Engineer Roadmap for beginners

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  • Опубліковано 28 січ 2025

КОМЕНТАРІ • 121

  • @AyushSinghSh
    @AyushSinghSh  10 місяців тому +4

    Links mentioned in the video:-
    FREE Data Analytics Introduction Course with CourseCareers Now: coursecareers.com/a/AyushSingh?course=data-analytics
    Python - docs.python.org/3/tutorial/index.html
    Design Patterns in Python - 01 - refactoring.guru/design-patterns/python
    Design Patterns in Python - 02 - python-patterns.guide/
    Linear Algebra by Sir. Gilbert
    Probability & Statistics for Dummies Edition
    Core ML ua-cam.com/video/Av0oMG49FQE/v-deo.htmlsi=BAdV8B6NKI9k2KBH
    MLOps ua-cam.com/video/RebzueX3Ih8/v-deo.htmlsi=TDGMATMfi7dNnOmK
    Register for Webinar - Building Projects That Gets You Hired - topmate.io/ayush_singh13/880866

    • @animeboys6044
      @animeboys6044 9 місяців тому

      By looking at the thumbnail i thought it was a roadmap to become handsome 😂

  • @ju7ior
    @ju7ior 10 місяців тому +33

    Finally someone who isn't trying to say it's easy and showing how it will be hard, but possible

  • @Itarts-andmore
    @Itarts-andmore 10 місяців тому +68

    Gaining mastery in a field is not a joke

    • @AyushSinghSh
      @AyushSinghSh  10 місяців тому +23

      correct but actually beating 99% of the folks is quite a big deal, master is the one who knows the stuff

    • @rijo1254
      @rijo1254 10 місяців тому +3

      No you must be crazy like joker to enter this field at an age of 16 , what a dedication man , Ayush you are amazing ❤

    • @rijo1254
      @rijo1254 10 місяців тому

      ​@@AyushSinghShayush i am confident in my ml skills but not in python skills, can you provide me some project that i can do to sharpen my knowledge 😊

    • @Itarts-andmore
      @Itarts-andmore 10 місяців тому

      Your dedication and consistency are out of this world. Well, I think you have gained some mastery, and you are becoming an authority in this field. I really admire you.
      @@AyushSinghSh

  • @ScoreStack
    @ScoreStack 10 місяців тому +9

    Your growth has really inspired me.. Thank you

  • @HustleWithShubham01
    @HustleWithShubham01 10 місяців тому +7

    please bring a detailed course on mlops for community it really needed

  • @Afzal3000
    @Afzal3000 10 місяців тому +4

    Was really really excited about your ml and mlops course with seasoned professional from zenML. Due to financial constraints had to apply for scholarship, got the 50% scholarship but the other 50% was also a huge financial commitment for student like me. Had to give up on the course, once again money became the barrier to get quality education 🙂

    • @AyushSinghSh
      @AyushSinghSh  10 місяців тому +7

      Please personally email me with your intro video + why you think you deserve the course?
      Let me see if I can do something

  • @krishnasharma64
    @krishnasharma64 10 місяців тому +6

    Hello, Ayush
    You talked about calculas and see mathematics geomatrically so, please make video on it and on calculas which part of calculas should be considered!!

  • @Naved_Ahmad
    @Naved_Ahmad 10 місяців тому +7

    Where is that PDF you are talking about in the video?

  • @swastijain2004
    @swastijain2004 Місяць тому

    Thanks a lot for sharing real approach.

  • @brothergaming3651
    @brothergaming3651 10 місяців тому +6

    This is more like python roadmap rather than data science roadmap 😂

  • @mylifeasaarav
    @mylifeasaarav Місяць тому

    I switched from design to data and AI with no formal tech background. UA-cam was my classroom, and hard work got me here."

    • @ytshorts2788
      @ytshorts2788 Місяць тому

      how much time does it take you to land a job in filed of ai please help me i also wanted to land a job in this field but i dont even know how to start and also my english is very poor.

  • @prachi-k2y
    @prachi-k2y 4 місяці тому

    Plus, the advanced security protocols are definitely a necessity nowadays! I love that SmythOS not only focuses on efficiency but also integrates cloud services

  • @25Aadi25
    @25Aadi25 9 місяців тому +3

    Except his corny and forced English accent, Love his mindset and preachings, they do make sense

  • @BTSREACTS708
    @BTSREACTS708 10 місяців тому +5

    hello Ayush , do you think DevOps can help in machine learning too? I mean I'm stuck what to choose ML or DevOps

    • @Gottastudyhard-m3b
      @Gottastudyhard-m3b 10 місяців тому +2

      Go for ML

    • @BTSREACTS708
      @BTSREACTS708 10 місяців тому

      @@Gottastudyhard-m3b do you think ML has more influential than Devops ?

  • @ragapranathi3748
    @ragapranathi3748 8 місяців тому +1

    @AyushSinghSh You mentioned about a PDF in the video but could not find it in the description.. Please let me know where can I find it!

  • @ketanmali264
    @ketanmali264 10 місяців тому +4

    Thank you 🙏

    • @ketanmali264
      @ketanmali264 10 місяців тому

      Hello sir I bought your ML course but stuck in maths algebra from freecodecamo can you please share with me another mathematics course

    • @Im_Souradip
      @Im_Souradip 10 місяців тому

      ​@@ketanmali264 bangya chutiya 😂😂
      Vai ye sale tumko darakar course sell kar raha hai
      Krish Naik ka free video dekhle Kam ayga
      If you can solve a problem, you will get a job, wait kro and keep learning ✨🤞

  • @ALIHAMZAAKRAM-oe2su
    @ALIHAMZAAKRAM-oe2su 10 місяців тому +2

    @Ayush there is some editing error at the end of video maybe

  • @itz_pitcode
    @itz_pitcode 10 місяців тому +3

    I just need to know why you deleted the content over your machine learning video ? Please provide it again

    • @AyushSinghSh
      @AyushSinghSh  10 місяців тому +1

      Which one?

    • @itz_pitcode
      @itz_pitcode 10 місяців тому +5

      @@AyushSinghSh Learning core machine learning concepts in 10hr .. you provided some notes over there on website which are not accessible now .. many other people have the same doubt

    • @raobrand5776
      @raobrand5776 10 місяців тому

      ​@@itz_pitcode check again it's available on UA-cam

    • @Vishal-gi2jv
      @Vishal-gi2jv 10 місяців тому +1

      ​@@itz_pitcodeyes bhai same doubt hai

    • @itz_pitcode
      @itz_pitcode 10 місяців тому +1

      @@Vishal-gi2jv ik but whenever i put this out i got no reply .. idk-

  • @SatyamRocker
    @SatyamRocker 10 місяців тому +4

    Yaar I literally wanna to become but the problem is I am learning from UA-cam and doubt is what I will show in my resume when I will make

  • @vermanirvesh
    @vermanirvesh 10 місяців тому

    Bro, chill,
    That's a superb Roadmap,
    Simply skipping everything that you have mentioned,
    Mathematics should be the highest priority, even though it is not required that much,
    The Maths is the key to explore this domain

  • @SaurabhKarpe-vq3og
    @SaurabhKarpe-vq3og 7 місяців тому +1

    thanks ayush

  • @JipinThomas
    @JipinThomas 10 місяців тому +1

    Ayush , could you let me know why im unable to open the lms portal

  • @Support-Phalestine
    @Support-Phalestine 10 місяців тому +2

    How many year's of experience do you have??

  • @arenwreck5498
    @arenwreck5498 10 місяців тому

    What about the course u were about launch as u told in your previous video?

  • @anuj-das-10
    @anuj-das-10 2 місяці тому

    from where do I study research paper?

  • @Mayank-lf2ym
    @Mayank-lf2ym 10 місяців тому +1

    Can u plz tell the background music name, need it

  • @raobrand5776
    @raobrand5776 10 місяців тому +3

    DSA neseesry for data Scientist?

  • @elixir_0072
    @elixir_0072 10 місяців тому +1

    Good job 😊

  • @HARIHARASUDHAN-ih1bd
    @HARIHARASUDHAN-ih1bd 10 місяців тому +1

    Hi AYUSH ! How can i get access to your course at ANTERN ? Plz reply !

  • @pabloparacetamol1714
    @pabloparacetamol1714 10 місяців тому +1

    bhai bs ek sawal, undergraduate hoon , ai ml pasand hai , shuru bhi krdiya tha , lekin undergrads k loye roles ni hai , masters chahiye wagera sunke vand krdiya. Bs ye bolde ki undergrad k liye roles hai bhi ki ni

  • @nbalabrahmareddy8076
    @nbalabrahmareddy8076 10 місяців тому +1

    #A2A I just completed my 10th and have to proceed on with my higher studies…and moreover I don’t have any knowledge on programming languages and l wanted to become a data scientist..
    1) How to manage time
    2)Where can l get a Menot who can teach me

  • @Anime_Forge_Studios
    @Anime_Forge_Studios 8 місяців тому

    Sir could you please upload the maths required for the ml

  • @dhanisthsarawagi5395
    @dhanisthsarawagi5395 9 місяців тому

    Do you have any full mentorship program

  • @shreyanshjain762
    @shreyanshjain762 10 місяців тому

    Are the books that you mentioned enough for the maths part? is the maths for machine learning course on coursera good should i learn from it?

  • @saimahendrapatnaik1477
    @saimahendrapatnaik1477 10 місяців тому

    Ayush one small question when you started preparing for data science where there are myths like no jobs for freshers and phd holders how could you even think and put one year hard work... what's your gut feeling that you will get a job...today you shook the world but what if you are part of other side...

  • @shreyashagrawal9650
    @shreyashagrawal9650 10 місяців тому

    I know power bi instead of tableau chalega?

  • @ANUbhav918
    @ANUbhav918 10 місяців тому +1

    Kudos!

  • @harshvardhansankpal716
    @harshvardhansankpal716 10 місяців тому +10

    bro uses autotune not for singing but for normal conversations 😂😂

    • @AyushSinghSh
      @AyushSinghSh  10 місяців тому +3

      😂😂 bhai kch bhi lol autotune mai voice is way smoother than deeper lol

  • @krishnateja4565
    @krishnateja4565 10 місяців тому +1

    Dude after hearing to the last blacked out bits of this video, I wanna know the workflow of things and tools that are going to in making your videos. Especially the audio part.

    • @AyushSinghSh
      @AyushSinghSh  10 місяців тому

      That was a mistake from editor side, Apology for that.

    • @madarauchiha1326
      @madarauchiha1326 10 місяців тому

      I personally liked the dreamy and synthwave theme of the video. Probably one of the best video's till now. Loved the animations in the start.
      Will Follow this roadmap, Starting from tomorrow! Excited :)

  • @sachuaswal
    @sachuaswal 10 місяців тому

    Can. AI replace data science or analyst

  • @swetanshuprasad9103
    @swetanshuprasad9103 10 місяців тому

    Ayush what's your opinion on devin can you tell.

  • @swastijain2004
    @swastijain2004 Місяць тому

    where is pdf?

  • @Vishal-gi2jv
    @Vishal-gi2jv 10 місяців тому

    Bhai btw tumne khase sekha ml ?? Can u please tell the platform name ?

  • @dibyojyotibhattacherjee897
    @dibyojyotibhattacherjee897 10 місяців тому

    I really the field of computer vision can you briefly maybe make a video about it?

  • @arpitrai5736
    @arpitrai5736 10 місяців тому

    Please share a roadmap for people already in job.

  • @rakshithml4631
    @rakshithml4631 10 місяців тому

    Bro where's the resources pdf

  • @DhairyaMehta1234
    @DhairyaMehta1234 10 місяців тому +2

    Bhai itni chhoti umar mai ye sab aap ne kaise sikh liya iska kuch secret batao please.....

  • @souravsharma857
    @souravsharma857 10 місяців тому

    Bro, how to make an impressive CV without any experience and cs degree. Plz show some path. 🙏

  • @GhanshyamBista732
    @GhanshyamBista732 10 місяців тому

    Devin already enter in the marker . Now AI engineers is most important then others

  • @sinchananaik111
    @sinchananaik111 10 місяців тому +4

    Ayush !! This is Sinchana here. You're seriously the coolest! I can't believe you started as an ML Ops engineer at 14, now you are probably 16 dude and you are literally rocking that's AMAZING !
    I saw your older videos on Antern where you were teaching while learning - it's so inspiring to see how far you've come in like 2 or 3 years. You're getting interviewed by top creators - that's incredible!! Keep rocking it Ayush ! You're a total role model!

  • @Glorytroly9092
    @Glorytroly9092 10 місяців тому

    Bro if u could reply.
    I have taken Bsc In Data Science but the problem is my college doesn't have good quality faculty for this domain , (i got to know afterwards)
    My concern is Btech students who took DS they have much more qualified faculty and good Lab experience.
    What should i do? I'm regretting my decision of joining Bsc.

  • @Mr_wolf162
    @Mr_wolf162 8 місяців тому +1

    ❤👍

  • @siddharth4you278
    @siddharth4you278 10 місяців тому

    are you onboard new students in your course?

  • @Glorytroly9092
    @Glorytroly9092 10 місяців тому

    I want to opt for offline Ds course it will be helpful if u tell how to identify a good course..

  • @naimishdusara2135
    @naimishdusara2135 10 місяців тому

    @AyushSinghSh please guide from where to do mathematics it is the hardest part please guide sir

  • @AnmolKumar-wd1rv
    @AnmolKumar-wd1rv 10 місяців тому +1

    Bro check the last part of your video

  • @BTSREACTS708
    @BTSREACTS708 7 місяців тому

    Hello Ayush ! I have seen your website and I'm willing to enrol in your course . as there is filling information and payment . Do you still have the seats for the enrolment or the batch is completed ? I would like to know about it . I'm seriously willing to learn ML by you and your team

  • @sambhavitraii6433
    @sambhavitraii6433 10 місяців тому +1

    Thanku

  • @DarklordManipulator
    @DarklordManipulator 10 місяців тому

    can i become ml or ai engineer without degree for job
    pls tell me

  • @rutambhagat4556
    @rutambhagat4556 10 місяців тому +1

    You have extra residual audio at the end of the video in the last 3 minutes

  • @moneyfocus9680
    @moneyfocus9680 10 місяців тому

    How to gain mastery

  • @nickhil3213
    @nickhil3213 10 місяців тому

    Hy...plzz tell about me a good laptop
    For start my data science carrier...
    I wanna join yo....but i am confused btw ab good laptop under 70k
    Is ryzen 7 68hs with graphics card 3050 in rog laptop...
    Should i buy or not...
    Is ryzen processser good for data science working ??

  • @kalaiselvansolairaj
    @kalaiselvansolairaj 10 місяців тому

    Ayush Can You make a video that's related to AI and Robotics

  • @Ramansingh-b2y
    @Ramansingh-b2y 10 місяців тому

    What is your currently age (months)?

  • @STBUmairSaifi
    @STBUmairSaifi 10 місяців тому

    How many hours per day to learn?

  • @Shanmuganathan01
    @Shanmuganathan01 10 місяців тому

    Hey ayush i would like to buy your course but i have some doubts so when I goto your website antern it will post with updated curriculum so i thought I would learn here but it will take to a website called rigi where your course curriculum as simple that none of the curriculum in the antern website not appear on the website and no linked package and career building modules please fix it,It's confusing to see so many websites to log in other than your own website so please fix this issue and try to provide your lesson in the same antern website to clarify this misunderstanding,because me and my friends like to buy but cannot trust the curriculum change in other websites, which is little restrain to me buy your courses even your team is not provide useful information

    • @AyushSinghSh
      @AyushSinghSh  10 місяців тому

      Hi,
      In the RIGI website, we've not added any curriculum, as we have started the course and releasing week by week, that's why it's showing like that, there're not so many websites i guess, you visit antern.co and when you enrol - you go to the RIGI website - you see the course curriculum which is being shown to the enrolled students and every week that curriculum gets updated as we roll out content every week.

    • @Shanmuganathan01
      @Shanmuganathan01 10 місяців тому

      ​Thanks for the info@@AyushSinghShbrother since you're honest I like to join ASAP is it possible in the upcoming june is it like batches or just anytime I can join through the link

  • @siddharthadevkota5530
    @siddharthadevkota5530 10 місяців тому

    Hello sir ! I am actually a 16 th year boy and I have my 10th board after a week . I have keen interest to learn AI,data science .The new tool coming out like Devin is really making me scared.So, please I request you to make me clear ob what should I go through or where can i learn these stuffs from .
    This is my first time I saw and visited your Chanel .

    • @Kurosakipiyush
      @Kurosakipiyush 10 місяців тому

      Devin is not gonna replace don't worry

    • @SiddharthSharma-hd5bu
      @SiddharthSharma-hd5bu 10 місяців тому

      I have the same thought and as a 16th year 10th grader. I'm also very keen to know What should we really spend our times on ? Devin and githun copilot are really going to end web dev. Aslo and one important thing that as a 10th grader we haven't studied maths that much so how to do ml without it.

  • @ankitchabarwal1209
    @ankitchabarwal1209 9 місяців тому

    Take advice from the right people. If your heart beats on ML then don't torture yourself with design patterns, tableau, and Excel as prerequisites. I wish someone told me that earlier.

  • @RaviKumar-11
    @RaviKumar-11 10 місяців тому

    You are a torchbearer.

  • @rohan2718
    @rohan2718 10 місяців тому

    Lala pdf kidhar hai ?

  • @Aman-fy3lx
    @Aman-fy3lx 10 місяців тому

    bhai meri maths weak h should i learn ML or not ?

  • @shafi-d1v
    @shafi-d1v 10 місяців тому

    Can I get job as 13 yrs old? I am MERN stack and NextJS full stack developer? can I get job if I am able then where to apply? I want remote work

  • @Uhm-x4o
    @Uhm-x4o 10 місяців тому +1

    This is a very basic roadmap but ok 😅. It's just scratched the surface.

    • @AyushSinghSh
      @AyushSinghSh  10 місяців тому

      I don't think so, there're several tips and tricks mentioned for every part which is very rare to find on YT :D

    • @rejaulislam2593
      @rejaulislam2593 10 місяців тому

      Sir i have a query....will data science be affected by ai?​@@AyushSinghSh

  • @noorahmadharal
    @noorahmadharal 10 місяців тому

    😊😊

  • @jiyadhks6896
    @jiyadhks6896 10 місяців тому

  • @suyashrahatekar4964
    @suyashrahatekar4964 10 місяців тому

    Bro do u recommend the simplilearn data science master program? Can I become a data scientist ? (I wasnt very good with calculus in my high school)

    • @AyushSinghSh
      @AyushSinghSh  10 місяців тому +3

      go with some free stuff probably

  • @Jdbdjdbdkdbdjjd
    @Jdbdjdbdkdbdjjd 10 місяців тому

    Don't use music

  • @Thinker_GujratiAtul
    @Thinker_GujratiAtul 10 місяців тому +1

    Sorry to say but your advice is too generic and everyone who is asperient knows that....

  • @rajveersinghtomar1915
    @rajveersinghtomar1915 10 місяців тому +2

    You are just depressing every one

  • @raghuvanshsiddharth9048
    @raghuvanshsiddharth9048 5 місяців тому

    bete u eat 5 star and do nothing....Roadmap huh😂

  • @SatyamRocker
    @SatyamRocker 10 місяців тому

    Reply me bro

  • @i_youtube_
    @i_youtube_ 10 місяців тому +1

    Nobody in the world became Machine Learning engineer / DS in 8 months. This is just a cheap marketing for ignorant people. You will need years of practice to become an ML engineer.

  • @andhbhakht6444
    @andhbhakht6444 10 місяців тому

    first you do job then talk about shit

  • @instantknowledgekannada7845
    @instantknowledgekannada7845 10 місяців тому

    bro today my BTECH results came bro 3rd sem, i failed in 3 subjects and felt completely down bro, after seeing this video feeling bettor. thanks bro🥲

  • @Hateyou_99x
    @Hateyou_99x 9 місяців тому

    Lecture de Raha hai. Kab se😂😂