Football Hackers: The Science and Art of a Data Revolution
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Football Hackers: The Science and Art of a Data Revolution
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Sport Analytics Books (Specially Soccer) : r/sportsanalytics
Another really interesting trend (used by Midtjylland and Tuchel for example) is psychological profiling of players and how different players work together. So that your team needs a balanced amount of fighters, artists, engineers and social workers on the field (similar to Belbin).The future of football will not simply belong to those with the best data, but those who draw the best conclusions from the information at their disposal." As Biermann explains, Niemeyer’s recollections are part of the myth that has developed around one of the sport’s most respected thinkers, and Niemeyer goes on to says that Guardiola, in his view, has changed the job description of a football manager in the process.
English Football’s Top TEN ‘Hackers’ Of All Time? English Football’s Top TEN ‘Hackers’ Of All Time?
The author also shows why football's complexity makes it extremely hard for a Moneyball-like model to dominate to the level that it does in other major sports. Reinforced the belief that while data is transformative, the soul of football remains human, making every game an unpredictable delight. The head coach of Dortmund’s supremely successful women’s handball side of the era had instructed the team’s analyst Markus Schultz and a team of sports science students, to edit video material that had been painstakingly acquired from abroad. Henke now approached them for help doing the same with foreign opponents of the men’s football team.WyScout — Similar to StatsBomb but for different leagues across Europe. Missing some information like who the pass event went to for example, but a good event-based dataset. Up until now the most complete book I’ve read on this topic. Soccermatics is a wonderful, in-depth analysis of how soccer can be brought down to a mathematical model. It is full of concepts which are profoundly analyzed and perfectly exemplified, and which all feel very relevant to the study of the game. For someone as me who has just barely studied data science for 5-6 months, it was at time complicated but I managed to fully understand it with the help of some teachers and the internet. Highly recommended for someone looking for a more theoretical rather than inspirational book on Sport Analysis. LastRow — Similar to SkillCorner, but for a handful of goals scored by LiverPool. Good dataset for coming to terms with creating videos, working with tools like pitch control, or calculating simple metrics like velocity. The book will definititely help you look at the game more objectively, helping you to factor out the role of chance. More importantly, it helps develop a more tolerant attitude towards singular events, or a series of them which can sometimes span through the better part of a season! First off, the book is pretty poorly edited." There are a bunch of annoying grammar mistakes (simple things every now and then like substituting “that” for “which) and redundancies throughout the text (I am not sure how much of this is down to the translation from English to German). Some thoughts that don’t really get wrapped up properly and the subject tends to jump around occasionally. He sometimes gets off on tangents and un-needed details which can cause you forget the subject of the chapter. It's not that the side topics he discusses are bad, they would just be better utilized as footnotes so they don't fill up several paragraphs and cause the topic of the chapter to appear somewhat disjointed. Because of this, the anecdotal portions suffer a little bit.
Football Hackers BY Christoph Biermann - Yumpu DOWNLOAD Free PDF Football Hackers BY Christoph Biermann - Yumpu
At first, the scraps of overseas footage that Hitzfeld and his assistant, Michael Henke, found on German television did not really cut the mustard, while scouting trips that covered just one or two matches did not provide meaningful insights that could be shared with other members of staff. Really interesting idea is that of Ghosting - a game is played and based on the data feed into the computer previously - the computer offers an ideal route for the player to take in that situation. So for a defender to either close down the opposition or stay put on the 16m area line. And you can see live the difference between the two. Same can be applied to refereeing if we know from which positions referees make the best calls - so with ghosting we could teach referees where to position. Many experts in football – coaches, officials or chairmen – were football professionals themselves at one point. It is an advantage for them to have experienced many potential issues themselves, no doubt, but their previous roles might also increase their difficulties in reaching sound conclusions and making accurate predictions.Football is no longer a game of mere talent and strategy but has morphed into a sophisticated interplay of data analytics and human intuition. While the bigger clubs increase their myriad advantages through the funding of cutting-edge research, the smaller ones are still at the stage where they’re trying to understand what all these numbers are useful for. The data revolution in football is gaining momentum – but at the same time it’s not. Football is like chess, but with dice." - Peter Krawietz, highlighting the game's unpredictability. It goes without saying that the increased prize money available and the fierce competitiveness within the sport has lead to clubs seeking to eke out any possible legal advantage to get an edge over their rivals.
- Fruugo ID: 258392218-563234582
- EAN: 764486781913
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