Machine Learning - eBook (EN)

The NFL "goes long" on machine learning

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2 Introduction Letter from Michelle McKenna, SVP and CIO of the NFL What are the odds? Opening story What happened? The data behind the stat The factors How is Completion Probability calculated? The mechanics How does Next Gen Stats calculate Completion Probability? The formula How the machine learning models are trained The journey The NFL's machine learning journey The problem Why machine learning? The end results Measuring the impact Ready for more? Taking machine learning beyond the end zones Get in the game Resources Glossary More stats TABLE OF CONTENTS 03 04 05 06 08 09 11 13 14 15 16 17

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