David Sumpter
David Sumpter
  • Видео 28
  • Просмотров 55 229
Chris Reid (Macquarie University) presenting his recent work on collective behaviour in weaver ants
Chris Reid (Macquarie University) presenting his recent work on collective behaviour in weaver ants
Просмотров: 137

Видео

Labyrinth Factory movie
Просмотров 68Год назад
Labyrinth Factory movie
Soccermatcs Bot
Просмотров 808Год назад
A quick demo of my Soccermatics Bot.
Lesson 10: Using Streamlit to Create a Football Analytics Webpage
Просмотров 2,6 тыс.Год назад
This video is part of the Soccermatics course. soccermatics.readthedocs.io/en/latest/
Lesson 7: Evaluating off-ball actions
Просмотров 800Год назад
We look at how we can combine pitch control with expected threat to evaluate off-ball actions. Video for the lesson soccermatics.readthedocs.io/en/latest/lesson7/ValuingOffBall.html
Lesson 6: Pitch control
Просмотров 1,4 тыс.Год назад
Video for lesson 6 of Soccermatics course. soccermatics.readthedocs.io/en/latest/lesson6/PitchControl.html
Lesson 5c: Limits of prediction
Просмотров 8772 года назад
Lesson 5c: Limits of prediction
Lesson 5b: Poisson regression
Просмотров 1,3 тыс.2 года назад
Lesson 5b: Poisson regression
Lesson 5a: Binomial and Poisson distributions
Просмотров 7842 года назад
Lesson 5a: Binomial and Poisson distributions
Expected Threat: Example Applications
Просмотров 2,2 тыс.2 года назад
Expected Threat: Example Applications
Lesson 4a: Position-based Expected Threat
Просмотров 1,5 тыс.2 года назад
Lesson associated with this page: soccermatics.readthedocs.io/en/latest/lesson4/xTPos.html
Lesson 4b: Action-based Expected Threat.
Просмотров 1,2 тыс.2 года назад
The video coupled to lesson 4b of Soccermatics: The Course soccermatics.readthedocs.io/en/latest/lesson4/xTAction.html
Markov chains for simulating matches
Просмотров 4,1 тыс.2 года назад
Markov chains for simulating matches
Lesson 3: Statistical scouting
Просмотров 2,3 тыс.2 года назад
Lesson 3: Statistical scouting
Lesson 2: Statistical models of football
Просмотров 8 тыс.2 года назад
Lesson 2: Statistical models of football
Linear regression
Просмотров 1,3 тыс.2 года назад
Linear regression
Lesson 1: Visualising football
Просмотров 9 тыс.2 года назад
Lesson 1: Visualising football
Soccermatics Lecture 1
Просмотров 1,6 тыс.2 года назад
Soccermatics Lecture 1
Heat maps of football actions
Просмотров 2,8 тыс.2 года назад
Heat maps of football actions
Passing networks
Просмотров 3,6 тыс.2 года назад
Passing networks
Plotting shots
Просмотров 3,5 тыс.2 года назад
Plotting shots
Hammarby F06 akademi (del 3)
Просмотров 9644 года назад
Hammarby F06 akademi (del 3)
Hammarby F06 akademi (del 2)
Просмотров 7494 года назад
Hammarby F06 akademi (del 2)
Hammarby F06 akademi (del 1)
Просмотров 1,5 тыс.4 года назад
Hammarby F06 akademi (del 1)
Seeing in to the future
Просмотров 5884 года назад
Seeing in to the future

Комментарии

  • @philippfuhrmann8400
    @philippfuhrmann8400 Месяц назад

    How can we create the player radars with wyscout data automatically?

  • @juanmarino1186
    @juanmarino1186 5 месяцев назад

    where do you get the data from

  • @thierryaubry3957
    @thierryaubry3957 5 месяцев назад

    Thanks for your sharing, Sorry but I didn’t understand how to finalise this Markov chain when go “lost”

  • @Zzzero777
    @Zzzero777 8 месяцев назад

    I can do that from scratch using a laptop

  • @evstafyevandrew2198
    @evstafyevandrew2198 9 месяцев назад

    00:01:35 «Менеджер должен донести проблему для игроков» Напомнило «Нашу Рашу»: «Уроды! Козлы! Безногие! Всех порешу! Косоногие! Кто ж так играет!». И всё всем понятно... см.сами: ruclips.net/video/-L2RnETHlT8/видео.html

  • @realdoritosman
    @realdoritosman 10 месяцев назад

    Super cool! When do you expect this to be widely available?

  • @tommyg0033
    @tommyg0033 10 месяцев назад

    At 27:30, the heatmap for shots has a 'cooler' band along the very top of the penalty area. Is this caused by some kind of data error/edge-case, or do players really avoid shooting from on the painted line?!

  • @jordiluc16
    @jordiluc16 10 месяцев назад

    awesome, congrats! :-)

  • @wafiwahab4472
    @wafiwahab4472 10 месяцев назад

    brilliant

  • @s.k_525
    @s.k_525 Год назад

    Hi David, I am a full-time student of Statistics. In my spare time, I read your book "Soccermatics" it is absolutely amazing and inspiring to become a Soccer analyst. Could you please upload a full playlist on "Soccer analysis using R" or "How to become a Soccer analyst", also, a course or a playlist on the required concepts of Mathematics and Statistics to become a sports analyst using R programming language.?

    • @Berkay-oj8dz
      @Berkay-oj8dz 4 месяца назад

      Hey I'm a math major. What courses do you recommend to become soccer analyst

  • @s.k_525
    @s.k_525 Год назад

    😮 This one is quite different from the on Wikipedia. Sir, Did you create this yourself? As a student of statistics, I am currently reading your book "Soccermatics" during my spare time. It is amazing 😍. Regards: Sanaullah Khan, from Pakistan.

  • @ГорСарибекян-д2д

    Nice tool! I love the whole philosophy behind Soccermatics. Thank you very much!

  • @poeticscales
    @poeticscales Год назад

    Hi Sir ! I've learnt a lot from you this past year , In my country there is not such any type of education of Football Analytics in my country which is India. So, your content have been a great source for me to learn about this field and not only I'm learning , I'm also putting out my work Indian Football Fanatics to make them aware about this field using my knowledge. I'm one of the fewest who is doing this on youtube. Just want to say thanks for your time and efforts you have put to aware more people !!

  • @s.k_525
    @s.k_525 Год назад

    Great explanation🎉🎉🎉

  • @lalitha001
    @lalitha001 Год назад

    Thank you !

  • @sebastianzapata9368
    @sebastianzapata9368 Год назад

    Thanks so much for this video and the explanation, a lot of the visualizations wouldn't make full sense without the context and this video was a great provider of that too.

  • @georgcholewa1750
    @georgcholewa1750 Год назад

    Hello David, thank you for the informative videos. Do you by chance have a dataset of expected threat to work with? I can't find xThreat data anywhere online. Thanks

  • @mitten7605
    @mitten7605 Год назад

    This is really great, thank you David! Really grateful for the Soccermatics course.

  • @gabrielcarlos6261
    @gabrielcarlos6261 Год назад

    Amazing

  • @lcsmrt
    @lcsmrt Год назад

    Brilliant. Thank you so much for sharing your knowledge.

  • @mahmoudtony6905
    @mahmoudtony6905 Год назад

    this is just an amazing work continue on these valuable lectures

  • @5kplamse
    @5kplamse Год назад

    this models do not account for the randomness of human behaviour. as a player/team becomes more well drilled and skilled they will begin to create deviation in these models and de. how about assigning different points/weights for each player to account for these randomness.

  • @frankdartagnan2709
    @frankdartagnan2709 Год назад

    So I might be off by a mile, but are top teams and our dear Prof. Sumpter feeding this to ML to get models and results? Or is this more of a simulation of current data?

  • @frankdartagnan2709
    @frankdartagnan2709 Год назад

    This is quite remarkable. I was aware that pro teams have data analyst teams and models that capture movement. But also positional effect? And, with domain knowledge, also optimal tactics? This is breathtaking on my first sight.

  • @frankdartagnan2709
    @frankdartagnan2709 Год назад

    I am very sorry if I am coming off as too forward. I read your literature for The Athletic, and I am super excited to explore this further. Please let me know if we could connect. I promise I won't take much of your time, I promise.

  • @frankdartagnan2709
    @frankdartagnan2709 Год назад

    Greetings Professor. Now that I have finished all your videos, allow me to request if we could perhaps discuss modelling threat evaluation. I am privileged to learn so much from you, and I have an idea I have been writing on for a bit. I would be happy to keep it on the RUclips comments, but is there some perhaps email we could connect on? May I leave my email where we could connect?

  • @neo_phyte
    @neo_phyte Год назад

    🇮🇳

  • @dollarize6412
    @dollarize6412 2 года назад

    Such clear explanations in this video. Probability and algebra are a formidable force in mathematics.

  • @WhySoBroke
    @WhySoBroke 2 года назад

    Absolutely awesome!!!

  • @ojasrane1414
    @ojasrane1414 2 года назад

    I wanted to learn the maths required for this. Where can i learn them.

  • @scraps7624
    @scraps7624 2 года назад

    Thank you for the brilliant lessons

  • @adityasinghds7204
    @adityasinghds7204 2 года назад

    Top top content professor 👌👌👌

  • @mohamadokiema5610
    @mohamadokiema5610 2 года назад

    Thanks .Professor David

  • @ankitsanap5908
    @ankitsanap5908 2 года назад

    It was very disappointing by seeing this course is free only for EU CITIZENS 😢.

  • @cenismo
    @cenismo 2 года назад

    Thanks from Brazil!

  • @elieprince1883
    @elieprince1883 4 года назад

    Fun to see that it's not just me who loves football! Keep having fun 👍🏾⚽️ I’m Elie Prince