Sports analyticsBy Rui Silva / July 16, 2023 Current Status Not Enrolled Price Free Get Started Login to Enroll Objectives of this course Learn how to manage and analyze large datasets to identify key performance indicators in sports. Utilize data treatment methods to predict performance in the context of sports. Acquire knowledge and practical experience with user-friendly software for improving data analysis in sports. Course Content Expand All Principal component analysis 3 Topics Expand Lesson Content 0% Complete 0/3 Steps Principal component analysis (Video) A deeper dive into principal component analysis A pratical proposal Machine learning techniques 9 Topics Expand Lesson Content 0% Complete 0/9 Steps Introduction to Machine Learning – Part I Introduction to Machine Learning – Part II Performance evaluation of machine learning models in sports Prediction of Sports Performance Introduction to Orange Data Mining and Data Processing Building ML Models Using Support Vector Machine – Part I Building ML Models Using Support Vector Machine – Part II Building Machine Learning Models for Prediction Using ANN Building Machine Learning Models for Prediction Using kNN Bibliography Sports Analytics Course | Awarded on 2023