Ex MAN CITY data analyst shares secrets! - Lee Mooney #79This video is sponsored by In-Play Online! Tag and analyse your sports videos like the professionals. All from just £10/month!Check it out here: https://in-playsports.com/software/individuals Use code YOUTUBE for an extra 10% discount!◽️◽️◽️◽️◽️◽️Lee Mooney is a football-financial strategist, data scientist and entrepreneur. Currently the founder of a very interesting sports data start-up, MUD Analytics, he previously spent several years working in, and leading, the analytics and insights team at Manchester City.Lee shares some really interesting points about football recruitment, building squads, and managing budgets. We also speak about forecasting, AI in football and much more. One of my favourite episodes on the podcast so far!Please do subscribe if you haven't already, either here on Youtube, but also on Spotify too!0:00 - Introduction2:14 - Lee joins and gives background9:40 - Joining Man City14:39 - Different data roles, and what does Lee mainly do?18:06 - The Man City analytics department in the early days24:43 - Experimenting with AI early29:06 - Building squads and talent cost optimisation38:57 - Thinking about risk43:03 - Predictive analysis and forecasting in football analytics48:34 - How to measure alternative player 'attributes'51:27 - How multi-club ownership is effecting player recruitment58:05 - How can lower league clubs start to use more analytics1:04:40 - MUD Analytics1:13:34 - Lessons learnt from a 20+ year career in data1:33:00 - Book recommendations, wrap upCheck out MUD Analytics here: https://www.mudanalytics.co.uk/Related EpisodesPaul Jenkins: https://www.youtube.com/watch?v=SAFP2xdJldY David Sumpter: https://www.youtube.com/watch?v=re8GIdbKbIs James Young: https://www.youtube.com/watch?v=eUAhXJ2AVGs Books MentionedBlack Box Thinking: https://amzn.to/45NJbAr The Black Swan (Nassim Taleb): https://amzn.to/41E9ruD ◽️◽️◽️◽️◽️◽️CONNECT WITH ME🌎 Website: https://www.chris-gill.com 👨🏼‍💻 LinkedIn: https://www.linkedin.com/in/chrisgilluk/ 🎙️ Spotify: https://open.spotify.com/show/5ZocCdjxjdVJZjO4UNNNew 🆇 X/Twitter: https://x.com/chrisgill_UK FREE RESOURCES📋 Football CV Template – https://cvtemplate.chris-gill.com/download 📝 Cover Letter Template - https://coverletter.chris-gill.com/download 📚 Ultimate list of sports analysis/coaching books - https://books.chris-gill.com/download PAID RESOURCES🐍 Learn PYTHON for football analysis – https://courses.mckayjohns.com/courses/football-analytics-course?ref=3f7c5c ⚽️ Football Analysis Education (Gill10 for 10% off) – https://apfa.io/course/ref/chrisgill_UK/ 📊 Become a data analyst with Data Camp: https://datacamp.pxf.io/WqBZGA◽️◽️◽️◽️◽️◽️Music from #InAudio: https://inaudio.org/ Track Name: Killers In The Jungle