How i would learn sports analytics in 2024 (if i could start over)

แชร์
ฝัง
  • เผยแพร่เมื่อ 26 ก.ย. 2024
  • Get Free Sports Data by Building Your Own Web Scraping Pipeline: mckay-s-site.t...
    use code TH-cam at checkout for 25% off :)

ความคิดเห็น • 59

  • @grimey6728
    @grimey6728 8 หลายเดือนก่อน +32

    Interesting video. It’s 1:37AM here and I’m researching sports analytics and this video popped up. I am a self taught developer that managed to change careers (diesel mechanic to web dev) but hope to pivot into data analysis this year (not necessarily sports just yet). I am particularly interested in sports analytics though and plan to move in this direction by doing projects and learning over time. Subbed.

    • @McKayJohns
      @McKayJohns  8 หลายเดือนก่อน +5

      Sounds like a good plan! reach out if you have any questions i can potentially help with

    • @MarrvelousM
      @MarrvelousM 3 หลายเดือนก่อน +1

      You are an inspiration!

    • @randomcrapstudios5918
      @randomcrapstudios5918 2 หลายเดือนก่อน

      That’s insane it’s 135 am here lol😅

    • @NomadicBrian
      @NomadicBrian 2 หลายเดือนก่อน

      Love this. I've been an App Developer for 30 years. Getting into the AI/ML Deep Learning and trying to have some fun with my favorite football team. I'd love to get a couple of interesting projections going. Engines have parts and systems as do Applications and even the math but we can break them down into smaller parts and the suddenly become easier to understand.

    • @KhaneticsJ
      @KhaneticsJ 2 หลายเดือนก่อน

      Awesome man

  • @mdabuzihad2000
    @mdabuzihad2000 7 หลายเดือนก่อน +12

    I am a fresh statistics graduate and i am interested in sports analytics
    😄

  • @gargamel949
    @gargamel949 6 หลายเดือนก่อน +3

    I am about to graduate Computer Engineering, and I am planning on taking a Master's Degree in Data Science. As a student with currently not too much obligations, I have started a little journey as a preparation for Data Science master :)
    Currently I am planning on scraping the data from Transfermarkt for my favorite football club, and then I intend to use that data to create some models that will predict the final position of my club in the upcoming season.
    My question is... do you think something like that is doable? :'))) I mean, either way I will try it, but I would like to hear a more professional opinion.
    Amazing channel btw, you have just got yourself a fan :D Keep up with the good work!

    • @McKayJohns
      @McKayJohns  6 หลายเดือนก่อน +1

      Definitely doable! I have another video on how to scrape transfermarkt so be sure to check that one out as well 😃

  • @DrDoctor02
    @DrDoctor02 7 หลายเดือนก่อน +2

    Awesome Video as someone who is interested in building a college basketball metric, how would you recommend starting?

  • @francisokoli5391
    @francisokoli5391 2 หลายเดือนก่อน

    Thank you

  • @CAPDCJR
    @CAPDCJR 2 วันที่ผ่านมา

    Does being a sports analytic give you an edge on sports picks ?

  • @ezeolise
    @ezeolise 9 วันที่ผ่านมา

    Thanks for the video❤,
    What is the most useful language in this industry R or Python?

    • @McKayJohns
      @McKayJohns  8 วันที่ผ่านมา +1

      imo Python

  • @mobhamjee786
    @mobhamjee786 7 หลายเดือนก่อน +3

    I want to ask you some questions but I cannot dm you on twitter

  • @sourabhbanerjee1674
    @sourabhbanerjee1674 8 หลายเดือนก่อน +3

    I have completed basic python up to seaborn and practicing eda and with small projects and also for soccer i use mpl soccer libraries .From an economics student I know a little bit of statistics and probability .so i spend more time in coding .I am confusing that should i start sql or machine learning .I want to work as a football analyst

    • @McKayJohns
      @McKayJohns  8 หลายเดือนก่อน +1

      I would learn SQL first, and then move to machine learning.
      Sql should only take a month to 3 months to grasp so I'd learn that first then focus on machine learning

    • @KhaneticsJ
      @KhaneticsJ 2 หลายเดือนก่อน

      Seaborn is really good for a nice all in one package with plotting and stat analysis. Thanks for sharing your insights

  • @pablovaldes4856
    @pablovaldes4856 8 หลายเดือนก่อน +2

    I have seen your scraping tutorials in Python, but in university (I’m studying statistics degree) I code mostly with R, so I’m focusing more on this language. I used to export fbref data to a csv and then I work with that. Now they eliminated that option and I don’t know where I can find free database or scrape it in R. Any help? Thank you!

    • @McKayJohns
      @McKayJohns  8 หลายเดือนก่อน +1

      You can scrape the tables in R from fbref as well

  • @vascoguerreiro341
    @vascoguerreiro341 8 หลายเดือนก่อน +3

    Is it really gonna take more than 1 year? Even if i spend 4 hours a day learning witout missing any day?

    • @McKayJohns
      @McKayJohns  8 หลายเดือนก่อน +3

      If you have 4 hours a day and never miss then no it will probably won’t take that long to get to a spot you feel comfortable in.
      Most people though don’t have that time haha so for the average person it will probably take around a year

  • @LillianLewis-w2r
    @LillianLewis-w2r 4 หลายเดือนก่อน +1

    What Python Course would you recommend for beginners? I work with data in my daily job and know SQL but would like to add python to my tool box and use it in a sports performance analytics pipeline.

    • @McKayJohns
      @McKayJohns  4 หลายเดือนก่อน

      just for learning python i recommend either Angela Yu or Jose Portilla on udemy.com
      I'm also biased haha but my course is about learning python and learning football/soccer analytics at the same time
      mckay-s-site.thinkific.com/courses/football-analytics-course

  • @justjazz784
    @justjazz784 7 หลายเดือนก่อน

    Hi McKay. I work at a youth football club out in America and I see my future within the industry as being some sort of video/scouting analysis and as such am very interested in getting into the data side of things. My colleague at the football club sent me your twitter and channel here and mentioned that you are working on a "0 to 100" type of course for aspiring professionals? Is that true?
    Either way I massively enjoyed the video. I'm at the point where I'm having to re-teach myself maths before I touch coding, so a long way to go yet. Excited to see what other content you put out.
    Cheers.

    • @McKayJohns
      @McKayJohns  7 หลายเดือนก่อน

      Yes! I'm creating a football analytics in python course that will teach all of the fundamentals to advanced topics to help learn the data & coding side of things.
      I'll post updates about it regularly but hoping for a end of March early April release if all goes to plan

    • @justjazz784
      @justjazz784 7 หลายเดือนก่อน

      @@McKayJohns Brilliant, really looking forward to see what you release. Thanks for your work!

    • @babababa201
      @babababa201 5 หลายเดือนก่อน

      Hey is there any update on this? Looking forward to it@@McKayJohns

  • @Swag_Gaming
    @Swag_Gaming 2 หลายเดือนก่อน

    New Subscriber here. Just subscribed your channel. Studying in 12th and want to become a Sports analyst(either football or Cricket) like you. Please guide me what are the resources , courses i should look out for and become a successful analyst. Also I'm from india and i was researching about this Football Analyst career and found out that this is a very underpaid job in india. Is it same in outaide of india as well?
    Edit : i also want to know the difference between Sports Data Analytics and Sports data science. Are they same? Which one should i choose?❤

  • @vartanpashayan297
    @vartanpashayan297 หลายเดือนก่อน

    Hello, I applied for sports science data analytics internship for soccer and I have a hiring event with them in a couple weeks, what single project can I build that will impress them the most, it looks like they focus on using catapult technology for player tracking for player performance so I was thinking something to do with that

    • @McKayJohns
      @McKayJohns  หลายเดือนก่อน

      Hm there's a lot of things to do. I guess try to find something that addresses what the requirements of the internship are and build something around that

  • @KervinDholah
    @KervinDholah 5 หลายเดือนก่อน

    Hello ! I’m data Engineer student.
    I’d like to Create an analytic web app football Ligue 1 (France) for my school project.
    I can’t find good free data. I want to get very specific data to make relevant analysis and data visualizations.
    Should i take your course ?
    It’s not a matter of monney but saving Time !

    • @McKayJohns
      @McKayJohns  5 หลายเดือนก่อน +1

      Yeah the course definitely will help with that! It teaches everything from gathering data and where to find it to storing it in a cloud database

  • @adityaraghuvanshi440
    @adityaraghuvanshi440 หลายเดือนก่อน

    what course you’ll recommend to learn R programming for sports analytics?

    • @McKayJohns
      @McKayJohns  หลายเดือนก่อน

      I don't have any specific ones mainly because I learned it at school, something like this would work though: th-cam.com/video/KlsYCECWEWE/w-d-xo.html

  • @matthewhung3879
    @matthewhung3879 3 หลายเดือนก่อน

    can you post specific khan academy courses you mention

    • @McKayJohns
      @McKayJohns  3 หลายเดือนก่อน

      www.khanacademy.org/math/statistics-probability

  • @FOOTINSIGHT
    @FOOTINSIGHT 3 หลายเดือนก่อน

    Hello !
    I would like to create a player detection algorithm using data, do you address this topic in your training ?
    Thank you !

    • @FOOTINSIGHT
      @FOOTINSIGHT 3 หลายเดือนก่อน

      In your course*

    • @McKayJohns
      @McKayJohns  3 หลายเดือนก่อน

      By player detection do you mean with video?

    • @FOOTINSIGHT
      @FOOTINSIGHT 2 หลายเดือนก่อน

      @@McKayJohns Yes, I complete with video analysis but the first objective is to discover new player with DATA

    • @FOOTINSIGHT
      @FOOTINSIGHT 2 หลายเดือนก่อน

      My question was wrong, was it more about whether you talk about data sorting in your training?

    • @FOOTINSIGHT
      @FOOTINSIGHT 2 หลายเดือนก่อน

      In your Python Course.

  • @reellong
    @reellong 8 หลายเดือนก่อน +1

    I'm your greatest fan🤗

  • @kanyewestlover369
    @kanyewestlover369 8 หลายเดือนก่อน

    the code dont work at checkout :(

    • @McKayJohns
      @McKayJohns  8 หลายเดือนก่อน

      Can you try again? and if it doesn't work email me mckayjohns@gmail.com

  • @bassamsaleh8034
    @bassamsaleh8034 8 หลายเดือนก่อน

    the code for 25% doesn't work unfortunately

    • @McKayJohns
      @McKayJohns  8 หลายเดือนก่อน

      can you try again? I adjusted some things for the code. If it doesn't work email me @ mckayjohns@gmail.com and i'll try to help figure it out

  • @casperholtfarver5613
    @casperholtfarver5613 6 หลายเดือนก่อน +1

    What Python Course would you recommend for beginners? I work with data in my daily job and know SQL but would like to add python to my tool box and use it in a sports performance analytics pipeline.

    • @McKayJohns
      @McKayJohns  6 หลายเดือนก่อน +1

      I really like Jose Portillas courses on Udemy if you can afford it (they go on sale all the time for 10-15 dollars so never buy the expensive one)

    • @casperholtfarver5613
      @casperholtfarver5613 6 หลายเดือนก่อน

      @@McKayJohns thanks. Looking forward to your course as well. Just subscribed ☺️