Predicting soccer players positions based on x,y coordinates with deep learning

Hi there... I am interested in your project. I am Python and Machine Learning specialist, certified by Freelancer. I fully understand your requirements and I am sure I can help you. Please, let's discuss details by chat. Thank you.

I DO NOT OUTSOURCE I have been a freelancer for the past 8 years, I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details

I have rich experience in Data Science and Machine Learning. Also, I am a great fan of football. Your project is really interesting and I would love to work with you. Looking forward to your message.

Hi, My name is Sam. I would like to help you with your GRU project. I have several years of deep learning experience and have used RNNs quite a bit. I propose using multitask learning - using x,y coordinates (two features per time step) to predict the most recent x and y separately. This will be written using the keras library. I will use proper machine learning methodology by splitting data into train/test sets and getting you a decent approximation of generalization (testset) error. I can deliver this code as either a .py or a jupyter notebook. I will also deliver a trained model in .h5 so that you can use it for your purposes without retraining. Looking forward to discussing this with you further. Sincerely, Sam