Reviewed by Thomas J. Catalano Fact checked by Melody Kazel Linear Regression vs. Multiple Regression: An Overview Linear ...

logistic regression; pitfalls and diagnostics; nonparametric and nonlinear regression and classification such as trees, nearest neighbors, neural networks, and ensemble methods. This course counts as ...

including nonlinear regression, logistic regression, support vector machines, and deep neural networks. Students write their own implementation of the algorithms in the Python programming language and ...