L300
Advanced topics, which run from no-code topics to advanced coding and machine-learning topics. Target audience would be Data Scientist, Sports Scientist, etc.
Optimizing your Predictive Models
Driverless AI: Building the Perfect Predictive Model
Predicting Wins using Support Vector Machine Models
Predicting Game Wins using Logistic Regression
Finding the Top Snipers using K-Means Clustering
Using Linear Regression to Predict Goals
In this Edition
* What is Linear Regression?
* What are the Different Types
Are your Athletes Ready for Game Day?
In this Edition
* What is Sports Science?
* What is a Player Wellness
Can you use Winning Percentage to Predict a Team Winning?
In this Edition
* What is the Pythagorean Winning Percentage?
* How is it
What is a good predictor for goals?
In this Edition
* Breaking Down the Question
* Why are Goals Important?
* Considerations
What is the Relationship between Shot Percentage and Wins?
In this Edition
* Breaking Down the Question
* Why is Shot Percentage Important?
How Successful is Our Power Play Strategy by Goals?
In this Edition
* Breaking Down the Question
* Structure of the Power Play