Anomaly Detection
With the advent of automatic data collection, it is now possible to store and process…
Web Scraping and Automated Data Collection
Data analysis can’t happen without data, and that data must come from somewhere. Data collection…
Data Insights Fundamentals
Some fundamental ideas and perspectives apply to any kind of data practice. This course introduces…
A Data Science Pipeline
(details coming soon)
Grammar of Graphics and ggplot2
The French idiomatic expression “l’habit ne fait pas le moine” cautions analysts and data consumers…
Multivariate Visualization Methods and Design Suggestions
Prior to running analyses, it is crucial to gain an understanding of the dataset and…
Simple Visualization Methods
Prior to running analyses, it is crucial to gain an understanding of the dataset and…
Predictive Analytics
Once the dataset has been successfully explored, described, and cleaned, analysts are in a position…
Data and Information Architecture
Data and knowledge architecture concepts are critical in designing a data-driven project, and there have…