Machine Learning
Simulations
Available Topics
Fundamentals
Linear Regression
Learn the fundamentals of fitting a line to data points.
FundamentalsGradient Descent
Understand how optimization algorithms find the minimum.
FundamentalsLearning Rate
Explore how step size affects convergence.
Advanced RegressionMultivariate Linear Regression
Extend linear regression to multiple features.
Advanced RegressionLogistic Regression
Classification using the logistic function.
Neural NetworksNeural Networks
Build intuition for how neural networks learn.
Neural NetworksDeep Learning
Explore deep architectures and their capabilities.