Exponential FunctionsExplores the properties of exponential functions, including growth, decay, and their relationship with logarithmic functions.
System Analysis in Time DomainExplores system analysis in the time domain, covering first and second-order systems, stability, and transient response.
Probabilistic Linear RegressionExplores probabilistic linear regression, covering joint and conditional probability, ridge regression, and overfitting mitigation.