How to learn Machine Learning (ML/AI Roadmap 2024)

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  • Опубліковано 25 лис 2024

КОМЕНТАРІ • 186

  • @KylieYYing
    @KylieYYing  6 місяців тому +30

    Where are you in the roadmap? Follow this series to learn about machine learning!
    Supplement your learning with Brilliant! To try everything Brilliant has to offer-free-for a full 30 days, visit brilliant.org/KylieYing/ . You’ll also get 20% off an annual premium subscription.

    • @school_business
      @school_business 5 місяців тому +1

      when you will be starting the series wait for it, place cover all the topic in the series which you have discussed in this video

    • @memes1314
      @memes1314 5 місяців тому

      You are cute though

    • @IbrahimIbrah-c2t
      @IbrahimIbrah-c2t 5 місяців тому +2

      Love and Respect from Pakistan ❤..... Computer Genius

    • @DeepakKumar-e2s5q
      @DeepakKumar-e2s5q 5 місяців тому +1

      Hello Kylie you should provide pdf of roadmap in the description
      Thank you

  • @StaleKeish
    @StaleKeish 6 місяців тому +50

    I got started on my ML learning journey last year with your video on FCC, and it’s taken me so far career and interest wise. So glad you’re still creating incredible, helpful content and planning to lead research. Looking forward to seeing you become one of the most recognizable faces in AI soon.

  • @Amazoninspiration
    @Amazoninspiration 2 місяці тому +7

    hopefully anytime I need to study ML, I can look back on the critical point I made for myself to check up how far I have gone by in ML. 3:39,5:29,8:00,12:25,14:12,15:59,17:22,19:40,20:54,22:25,24:58, after I mark them down I realize they are more of endpoints of all of the key topics!

  • @CrypticPulsar
    @CrypticPulsar 5 місяців тому +4

    Just watched your video on leaving MIT, and it made me cry.. truly inspirational, and I’ve come to be your follower for the rest of my life.. and thank you for your amazing content

  • @michaelzap8528
    @michaelzap8528 6 місяців тому +7

    U my daughter role model. She watch every of your videos.

  • @rubydev1162
    @rubydev1162 5 місяців тому +103

    99% of the content that provides road maps for beginners does not mention the importance of the foundation in programming, such as algorithms, data structures, and database, which is considered one of the basics for every technological path. Therefore, everyone fails to complete the path they started with because they do not know the basics.

    • @DhanushS-sd4ue
      @DhanushS-sd4ue 4 місяці тому

      💯

    • @imamkusnendar3078
      @imamkusnendar3078 4 місяці тому +3

      Hard way. But you can go back to more fundamental after some experience, since you supposed to be beginner at start begining.

    • @rubydev1162
      @rubydev1162 4 місяці тому +15

      @@imamkusnendar3078 Going back to the basics is much more difficult than learning it in the beginning because responsibilities will increase on you at work and life in general, and you may not find time to go back.

    • @wintur2856
      @wintur2856 3 місяці тому +2

      ​@@rubydev1162 I agree. You must master the basics.

    • @Impedance_Z
      @Impedance_Z 3 місяці тому +2

      I got to know when i jumped in learning basic algorithms like linear or multi variable regression,i got to know that i am cooked in linear algebra and vector calculus

  • @lisamathur9206
    @lisamathur9206 2 місяці тому

    When I started learning ML, earlier this year - In march 2024. I had two choices- 1 the scikit learn in 1 hour utube video and another one.... the whole math + python + dsa + libraries and then scikit learn. It took me 7 months to cover whole math + python + intermediate level dsa in python + libraries in python + supervised and unsupervised ML + Git and Github + Deploying our ML as APIs + Neural Networks . If I would have choose that 1 hour video, I wouldn't have understood the concepts clearly.

  • @IndustryOfMagic
    @IndustryOfMagic 6 місяців тому +6

    Kylie is a gift to humanity

  • @Headon2580
    @Headon2580 Місяць тому

    Hey Kylie, I’ve just started my ML journey with your video! Super excited to dive in and see what I can accomplish. Thanks for the great content👍

  • @pragmaticcoder6910
    @pragmaticcoder6910 29 днів тому

    You earned a subscriber today! I was skeptical about the roadmap and you have explained crystal clear that I don't need to watch any other videos. Thank you !

  • @limotto9452
    @limotto9452 6 місяців тому +2

    I strongly believe Kylie Ying is the only chanel I need for Data Science stuff. Thank you for your quality, informative and educational content.

  • @k........2598
    @k........2598 6 місяців тому +61

    Underrated Creator.

    • @BarbBoranne
      @BarbBoranne 6 місяців тому +2

      Where'd she goto school tho and did she work at the magnificent 7 or no

    • @nodirbekmurtozayev1407
      @nodirbekmurtozayev1407 6 місяців тому +1

      @@BarbBoranne she went to MIT for both undergraduate and gradute study

    • @fauxz3782
      @fauxz3782 6 місяців тому

      Shes amazing, just not consistent

    • @dsindun7224
      @dsindun7224 5 місяців тому

      @@fauxz3782 what do you mean by 'not consistent' ?

    • @fauxz3782
      @fauxz3782 5 місяців тому +2

      @@dsindun7224 doesn't upload consistently enough

  • @adityasankhla1433
    @adityasankhla1433 6 місяців тому +10

    NO WAY. was literally wondering if you had any new vids recently and lo and behold!

  • @Matrix-rq1kh
    @Matrix-rq1kh 5 місяців тому +3

    This is the single most precise video I have come across on internet which covers all things for learning ml. Thanks!!

  • @EmaSuriano
    @EmaSuriano 6 місяців тому +2

    Thanks a lot for this roadmap, maybe the best one explained I've seen on the Internet. Something that I would love to see are live coding project, where we start with an initial data set, then we do some basic EDA to finally jump into the introduction of some ML algorithm. For me, it's always interesting to see how people reason the same problem in different ways, and I feel that I always learn something new about it :) Keep the great work

  • @IamKudos
    @IamKudos 6 місяців тому +9

    This was really in depth, and really good. Thanks a lot Kylie!

  • @PERSONAL_MBA
    @PERSONAL_MBA 5 місяців тому +1

    make a video on the best resources to learn all the concept of machine learning it might be a hard copy or a soft copy

  • @TheHeroIsRisingUp
    @TheHeroIsRisingUp 6 місяців тому +2

    She's invaluable! Genius lady

  • @howasyourday3351
    @howasyourday3351 5 місяців тому

    Smart, beautiful creator, good public speaking, thank you for providing good information. underrated creators❤

  • @FrenchEdtech
    @FrenchEdtech 4 місяці тому +2

    Merci pour cette roadmap 😀

  • @lucas.hahn2027
    @lucas.hahn2027 5 місяців тому +1

    One of my fav programming channels by far!

  • @KaushikDeveloper
    @KaushikDeveloper 5 місяців тому

    You are such a great teacher. I'm just glad to know such teachers exist. I would love talk to you someday!

  • @92jhan
    @92jhan Місяць тому

    Excellent video Kylie. Which resources would you suggest to supplement the roadmap?

  • @zetabyte0076
    @zetabyte0076 2 місяці тому

    Nice video! Pretty straight and summarized. Nice one!

  • @rodrigo100kk
    @rodrigo100kk 5 місяців тому +4

    Machine Learning Specialization on Coursera is the best way to do it.

  • @LF-js9gx
    @LF-js9gx 4 місяці тому

    Truly commendable!!! Precise, well-explained and clear!!! Keep it up❤

  • @Reeeekid
    @Reeeekid 4 місяці тому +1

    just subbed for your ml course loved this video by the way

  • @asdf92949
    @asdf92949 5 місяців тому +1

    Can you tell us where can we find papers in ML, what side or pages do you usually visit and how you would search useful papers?

  • @justchris846
    @justchris846 4 місяці тому

    This has to be the best "Roadmap" I've seen in 2024.

  • @andyn6053
    @andyn6053 4 місяці тому

    U and Keith Galli are my favourite ds youtubers 🎉

  • @MMARavid
    @MMARavid Місяць тому

    This was great. Super easy to understand

  • @buttchyarock
    @buttchyarock Місяць тому

    Absolutely loved this! Thank you, my new heroine; what a dove!!

  • @AnkanNayak-qz7cx
    @AnkanNayak-qz7cx 5 місяців тому

    Math contents for ML would be really helpful.

  • @bobburke4336
    @bobburke4336 5 місяців тому

    Kylie - Your course content is excellent. Thank you for sharing.

  • @greenbillugaming2781
    @greenbillugaming2781 6 місяців тому +1

    post more often. you are a great teacher

  • @aliphantom7468
    @aliphantom7468 6 місяців тому +1

    Hey, we miss you ❤️ please make more videos

  • @islandersean2213
    @islandersean2213 5 місяців тому +2

    谢谢Ying 老师,准备开始学习ML

  • @ThinkWiselyPlease
    @ThinkWiselyPlease 27 днів тому

    Thank you Kylie Ying

  • @mango-strawberry
    @mango-strawberry 5 місяців тому

    your fcc video was very good. can you make math oriented videos? math specifically for ml. i see so many implementation videos but hardly anyone explain the math. that'd be extremely helpful. you may get lesser views since people directly want to jump to the coding part but for long term growth it'd be awesome.

  • @MuhammadAffaf
    @MuhammadAffaf 6 місяців тому

    Madam
    This channel is very help full for me
    I tell you that madam
    Please make full project
    How to input data SQl server
    How to get data useing API and lang language
    And give us 4 to 5 project for do
    Remember that if we use lang language for ML Ai
    So in this case we need API ki of chat gpt
    Then we enter a prompt then they give us answers like chat gpt

  • @zai-q9c
    @zai-q9c Місяць тому

    how can i get a full screenshot of the roadmap? the board you were writing at, i mean
    ah, and very helpful video. thanks a lot

  • @fortyfour7410
    @fortyfour7410 5 місяців тому

    Thank you so much! This roadmap and layout has helped me so very much! Bless you! I’m following your channel for sure

  • @asterialumin_2030
    @asterialumin_2030 6 місяців тому +1

    YES! FINALLY you posted! can you make more videos about MIT? etc?

  • @DesiMinnesotan
    @DesiMinnesotan 6 місяців тому

    this is amazing and thank you so much. Will definitely stick around and learn with you

  • @EieiExamplEeiEi
    @EieiExamplEeiEi 5 місяців тому +1

    Thank you I really need this.

  • @陳冠伶-w5j
    @陳冠伶-w5j 2 місяці тому

    Love it! Thanks for sharing!!

  • @---bumblebee---
    @---bumblebee--- 4 місяці тому

    wonderfully clear, Thank you.

  • @gideonspace8807
    @gideonspace8807 4 місяці тому

    You should use a teleprompter if you need to see the lines or something.... throughout the video you are moving a lot but also looking anywhere else.

  • @AnkanNayak-qz7cx
    @AnkanNayak-qz7cx 5 місяців тому

    Hey Kylie can you make a discord group also for ML, where we can learn with peers. This will make the process a little bit easier. Btw thanks for such awesome content. Eagerly waiting for the videos in ML

  • @DannyStudio24
    @DannyStudio24 6 місяців тому +2

    Thank you so much kylie😊😊😊

  • @edwinroman30
    @edwinroman30 6 місяців тому

    Your haircut looks amazing 🎉! Thanks for the guidelines!

  • @furqanahmad5446
    @furqanahmad5446 5 місяців тому

    looking forward to more from this machine learning series...

  • @CodeElephant-codeMadeEasy
    @CodeElephant-codeMadeEasy 5 місяців тому

    this is really clear explanation

  • @mohammadthousif7439
    @mohammadthousif7439 5 місяців тому

    Great one! Would you please do one for a data engineer role?

  • @sathvik_67
    @sathvik_67 6 місяців тому +2

    Welcome back sensei

  • @datagigs5478
    @datagigs5478 4 місяці тому

    Considering how I approach problem-solving in science and engineering with machine learning, what changes would I make to this roadmap?"

  • @modhua4497
    @modhua4497 6 місяців тому +1

    you are simply exceptional

  • @zanyAV0-11
    @zanyAV0-11 5 місяців тому +1

    sister may i know when will your source start as It will so help full for my first year at collage

  • @navya-s3v
    @navya-s3v 2 місяці тому

    Machine learning-powered recommendation systems tailor user experiences by offering suitable content, products, or services based on their behavior and interests.

  • @rishidixit7939
    @rishidixit7939 6 місяців тому

    Maybe first go into coding and then go into theory. Knowing Basic Maths is enough and then tinker with simple libraries like SciKit Learn First. Then go into the theories of these models first

  • @dayou8426
    @dayou8426 5 місяців тому

    Very helpful! Thank you

  • @ricardoruiz127
    @ricardoruiz127 5 місяців тому

    Thank you for this video!

  • @naimmohammd
    @naimmohammd 4 місяці тому

    Hey Kylie, I'm in my end of second semester. I got all the basics of python, data structures and still practicing. I am interested to follow your roadMap. Is it too early or should I start now? I would be so happy if you would please clarify on the point.

  • @sri_vyz
    @sri_vyz 5 місяців тому

    you can give us an entire series of Python vid, it will be useful for all the datageeks, who want to learn form the best of the best

  • @Wowbattlestats
    @Wowbattlestats 4 місяці тому

    Outstanding video!

  • @riqedits_op
    @riqedits_op 5 місяців тому

    thanks for roadmap

  • @ios759
    @ios759 5 місяців тому

    Very detailed.Thanks

  • @NormieDead
    @NormieDead 4 місяці тому

    video on data science too !

  • @Kingleer69
    @Kingleer69 6 місяців тому +1

    Thank you.

  • @mehul-dh7si
    @mehul-dh7si 5 місяців тому +1

    I need help ive just finished my python and two pandas and numpy librebries, the thing is i want to learn matchin learning and now i have watched so many are suggesting different different kind of Libs and things and that's making me confusing and not available the courses of Libs of those they suggest and now im confused that what to learn and where to take next move for ML

  • @aryamohite4990
    @aryamohite4990 6 місяців тому

    Much needed video!

  • @SamiKhan-qh9mr
    @SamiKhan-qh9mr 4 місяці тому

    Good and meaningful information .

  • @bacult1
    @bacult1 5 місяців тому

    What computer would you recommend PC or Mac? Air or Pro. if Mac? What specs? Thank you.

  • @ViktorEgorov-xp4zb
    @ViktorEgorov-xp4zb 3 місяці тому

    Hi, can a newbie start trading or do I need a specific degree for it? Also, any resources/books that you'll recommend?

  • @zealot4325
    @zealot4325 3 місяці тому

    thank you!

  • @TheMISBlog
    @TheMISBlog 5 місяців тому

    Very useful Video, Thanks

  • @hashemhusseen2186
    @hashemhusseen2186 6 місяців тому

    Thx kylie for this video ❤

  • @MsSeagame
    @MsSeagame 3 місяці тому

    Thank for guide me 😊

  • @RunOs3
    @RunOs3 5 місяців тому

    Is a Masters degree required for this profession, or can I get into it with a bachelor's degree in a non-STEM disipline as long as I learn all these subjects?

  • @yomamasofat413
    @yomamasofat413 2 місяці тому

    I studied economics in college where I learned some stats and linear algebra, calculus and I have some basic data structures and algo knowledge from doing leetcode that and web dev experience, can I go into machine learning? Feels too late to go back to school. And can I ask how long does roughly all these take before I can get a job?

  • @ghostsofbeauty.9346
    @ghostsofbeauty.9346 4 місяці тому +1

    this is a gd video, course for ai to be safer i think learning both is gd for bigger and smaller models. although i wondering if u only need to learn one of if actually at a university. anyways. gd luck and be o.k. anyone who may do this courses.🙋🙂.
    m.l. d.l..

  • @aliengameing9579
    @aliengameing9579 4 місяці тому

    Thanks ma'am

  • @07Mihai07
    @07Mihai07 6 місяців тому

    Thank you!!

  • @ashekulmustafa5403
    @ashekulmustafa5403 5 місяців тому

    Waiting ❤

  • @ghostsofbeauty.9346
    @ghostsofbeauty.9346 4 місяці тому +1

    gd video on ai.

  • @kendrew6967
    @kendrew6967 5 місяців тому

    Amazing!

  • @nexxizzay
    @nexxizzay Місяць тому

    Is it possible to download the roadmap sketch?

  • @SAhellenLily
    @SAhellenLily 6 місяців тому

    It is very interesting ML

  • @Aman-yu4re
    @Aman-yu4re 5 місяців тому

    How long should this take from start to finish

  • @atorcode
    @atorcode 6 місяців тому +1

  • @siddhantkohli5063
    @siddhantkohli5063 5 місяців тому

    Do I need to practice DSA for interviews ? For data science

  • @supersonicCoach
    @supersonicCoach 6 місяців тому

    Really Nice video, i am a 42 network engineer and i would like to move to machine learning. I have start my python journey thanks for all the other necessary roads. Do you think starting coding and learning the math on the side can be ok ?

    • @wiardvasen
      @wiardvasen 3 місяці тому

      Of coarse my friend

  • @itsprajwalps
    @itsprajwalps 5 місяців тому

    @KylieYYing you inspire meeee

  • @eliasbarsenga
    @eliasbarsenga 6 місяців тому

    Welcome back.. Been miss your videos

  • @Bikslol
    @Bikslol 4 місяці тому

    Bonjour, combien de jour pour obtenir le boulot comme data analyst

  • @omprakashlenka-r4y
    @omprakashlenka-r4y 3 місяці тому

    what is LLM and NLP

  • @fariadworld446
    @fariadworld446 4 місяці тому

    How much of python do you need to learn in order to get in the ML fielt?

  • @JohnsonNong
    @JohnsonNong 5 місяців тому

    really love u Ying

  • @Prathammishra-rd6vu
    @Prathammishra-rd6vu 4 місяці тому

    is in AI/ML ENGINEERING THERE IS COMPULSORY TO LERAN AND PRACTICE DSA IN PYTHON?

  • @saratchandramv1886
    @saratchandramv1886 3 місяці тому

    Can please tell how i can apply that in 3d cad area? Or i can worry about that after learning ML