I encourage anyone who has gone through a resource that has a 'Rating Pending' and wants to
contribute, to add a Comment and a Rating via a Pull Request. The system is quite relaxed and
subjective. Good, great or awesome depending on how you feel about the specific resource. If the
resource is not even "good" then it should not be on this list. Pull Requests to change a Rating
or a Comment are also welcome.
☆☆☆ - Rating Pending (Nobody in the community has read, used or analysed the resource so review is pending.)
★☆☆ - Good
★★☆ - Great
★★★ - Awesome
Football analytics articles with a focus on the EPL. Covering a wide range of topics from scouting to goalkeeper analysis ("Breaking down set pieces" is pure gold)
"We can measure at every instance the expected value of the current possession by embedding deep learning (to capture 22-player spatio-temporal dynamics) within Markov models (for explainability)."
"Using data in soccer and football, we illustrate that training schedule confounds the relationship between ACWR and injury, calling into question much of the previous literature on the subject."
A brisk, interesting and well explained introduction to concepts like xG, xA and xP, how we got there and stories that demonstrate the incredibly valuable potential of this approach for trying to better understand football.
Has two courses: "Introduction to Analytics for Professional Football" and "Coaching and Analysing Set Pieces" they are paid and cost 60£ and 360£, respectively. They can be taken online fully.
Courses like "Certificate in Football Tactical Analyst" they are all paid ranging from 200€ to 1000€. Some are online and some do require physical presence.
