Practice Problem

Building a predictive model and finding out the sales of each product at a particular store.

Data Preprocessing, Standardizing Data, Feature Engineering and Selecting features for modeling on a dataset that records information on UFO sightings.

Can a machine distinguish between a honey bee and a bumble bee? Being able to identify bee species from images, while challenging, would allow researchers to more quickly and effectively collect fi…

Recreate John Snow's famous map of the 1854 cholera outbreak in London.

Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?

Rock or rap? Apply machine learning methods in Python to classify songs into genres.

Every year for the past 40-plus years, Peter and Rosemary Grant have gone to the Galápagos island of Daphne Major and collected data on Darwin's finches.

Breath alcohol test data from Ames, Iowa, USA

Analyze the gender distribution of children's book writers and use sound to match names to gender.

Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.

In 1847 the Hungarian physician Ignaz Semmelweis makes a breakthough discovery: He discovers handwashing. Contaminated hands was a major cause of childbed fever and by enforcing handwashing at his …

pandas Foundations - Working with real-world weather and climate data.

Manipulating DataFrames with pandas - Working with data recorded from the Summer Olympic games that goes as far back as 1896!