Classes

Data for Good: Using Data Science in Nonprofits and NGOs

The revolution in data science has transformed, for better or worse, the way companies do business in the last few …

More Python Tips, Tricks, and Techniques for Data Science

The power and versatility of Python—coupled with its large ecosystem of third-party packages—make it indispensable to data scientists. In this …

The Non-Technical Skills of Effective Data Scientists

Most data science training focuses only on key technologies. But real-world data science jobs require more than just technical acumen. …

Advanced SQL for Data Science: Time Series

Time series data is data gathered over time: performance metrics, user interactions, and information collected by sensors. Since different time …

The Data Science of Educational Management and Policy, with Barton Poulson

Educational records and standardized tests offer a treasure trove of data about who our students are and what they actually …

Deploying Scalable Machine Learning for Data Science

Machine learning models often run in complex production environments that can adapt to the ebb and flow of big data. …

The Data Science of Sports Management, with Barton Poulson

A passion for sports can turn an ordinarily math-averse individual into an amateur statistician, ready to back up their pick …

The Data Science of Media and Entertainment with Barton Poulson

Music, theater, dance, and film may not seem like data-driven businesses, but they can benefit from data science just as …

Advanced NoSQL for Data Science

Many organizations are turning to NoSQL databases to store large volumes of complex data, sparking an increased need for data …