Tag: Visualizing

Visualizing Probability Distributions

I was in my high school statistics class. My eyes glazed over. The teacher talked about normal distributions and standard deviations. It wasn’t until I stumbled upon an illustrated book in the library that I saw these concepts in a new light. The book used graphics to show probability distribu...

Reading and Visualizing PDB Files

Visualizing the structure of biological molecules is crucial for multiple scientific fields, including biology, medicine, energy, drug discovery, and education. Understanding the 3D structure of molecules enables scientists to interpret the molecule’s thermodynamics, kinetics, and geometric pr...

What RuPaul Taught Me About Visualizing My Goals

I’ve often found this RuPaul quote under-utilized and under-referenced. The quote carries profound wisdom about leadership. It urges us to envision the leaders we aspire to be and to step into that role with unwavering authenticity. In the realm of leadership, we inherently mimic the styles...

Visualizing 3 Sklearn Cross-validation: K-Fold, Shuffle & Split, and Time Series Split

Basically, cross-validation is a statistical method for evaluating learning algorithms. A fixed number of folds (groups of data) is set to run the analysis. These folds group the data into 2 sets: training and testing (validation) sets, that are cross-over in rounds, allowing each data point to be v...

Visualizing 3 Sklearn Cross-validation: K-Fold, Shuffle & Split, and Time Series Split

What is Cross-validation? Basically, cross-validation is a statistical method for evaluating learning algorithms. A fixed number of folds (groups of data) is set to run the analysis. These folds group the data into 2 sets: training and testing (validation) sets, that are cross-over in rounds, all...