Ementorhub

What you'll learn

Understand how to construct predictive models to anticipate team and player performance.

Understand the science behind athlete performance and game prediction.

Engage in a practical way to apply their Python, statistics, or predictive modeling skills.

Skills you'll gain

Data Processing

Scikit Learn (Machine Learning Library)

Analytics

Forecasting

Predictive Analytics

Matplotlib

Statistical Analysis

Statistical Hypothesis Testing

Statistical Methods

Data Cleansing

Supervised Learning

Applied Machine Learning

Specialization - 5 course series

Learners will apply methods and techniques learned to sports datasets to generate their own results rather than relying on the data processing performed by others. As a consequence the learner will be empowered to explore their own ideas about sports team performance, test them out using the data, and so become a producer of sports analytics rather than a consumer.

Moneyball and Beyond

Prediction Models with Sports Data

Wearable Technologies and Sports Analytics

Introduction to Machine Learning in Sports Analytics