This project demonstrates the use of Principal Component Analysis (PCA) and Logistic Regression on the breast cancer dataset from sklearn.datasets ... pca_cancer_analysis.py: The main Python script ...

It provides an integrated Jupyter authoring notebook instance for easy access to your data sources for exploration and analysis, so you can build machine learning models using popular frameworks like ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

Cardiac fibroblasts (CF) can become activated and produce excessive extracellular matrix, contributing to fibrotic remodeling ...

In this lab, you'll practice drawing ROC graphs, calculating AUC, and interpreting these results. In doing so, you will also further review logistic regression, by briefly fitting a model as in a ...

This short course focuses on understanding the principles of logistic regression using the notions of odds, odds ratios and transformations. It includes discussion of how good the given model is, and ...