Project Overview By combining historic Spokane Police Department crime incidence data and…
Tag: data modeling
Data Science Techniques – Ensemble Modeling
In addition to the standard techniques in data science, ensemble modeling is…
Starbucks’ Data Analytics Integration in Business Strategy
Many companies are now starting to integrate data analytics into their business…
What Are ROC Graphs?
Receiver Operating Characteristics graphs, or ROC graphs, can be a useful approach…
Naive Bayes and Bias in Data Science
A key aspect of science, including data science, is the ability to…
What Does Similarity Mean?
Similarity is a concept that is well experienced in everyday life, however,…
Nearest Neighbor Analysis
A nearest neighbor analysis can be a useful type of predictive modeling…
Avoid Overfitting Models
Good data models can be used to generalize and predict future observations.…
Understanding Classification vs Regression Analysis
As a general rule of thumb, I think that identifying the difference…