Publications by Luis Guerra - DataCamp
Clustering Heart Disease Patient Data
1. Targeting treatment for heart disease patients Clustering algorithms are used to group together items that are similar to one another. There are many industries where it would be beneficial and insightful to use an unsupervised learning algorithm - retailers want to group similar customers for targeted ad campaigns, biologists want to find pla...
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Are You Ready for the Zombie Apocalypse?
1. ZOMBIES! News reports suggest that the impossible has become possible…zombies have appeared on the streets of the US! What should we do? The Centers for Disease Control and Prevention (CDC) zombie preparedness website recommends storing water, food, medication, tools, sanitation items, clothing, essential documents, and first aid supplies. T...
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What Your Heart Rate Is Telling You
1. Heart disease and potential risk factors Millions of people are getting some sort of heart disease every year and heart disease is the biggest killer of both men and women in the United States and around the world. Statistical analysis has identified many risk factors associated with heart disease such as age, blood pressure, total cholesterol...
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Visualizing Covid 19
1. From epidemic to pandemic In December 2019, COVID-19 coronavirus was first identified in the Wuhan region of China. By March 11, 2020, the World Health Organization (WHO) categorized the COVID-19 outbreak as a pandemic. A lot has happened in the months in between with major outbreaks in Iran, South Korea, and Italy. We know that COVID-19 sprea...
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Degrees That Pay You Back
1. Which college majors will pay the bills? Wondering if that Philosophy major will really help you pay the bills? Think you’re set with an Engineering degree? Choosing a college major is a complex decision evaluating personal interest, difficulty, and career prospects. Your first paycheck right out of college might say a lot about your salary ...
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What Makes a Pokemon Legendary
1. Introduction In the world of Pokémon academia, one name towers above any other – Professor Samuel Oak. While his colleague Professor Elm specializes in Pokémon evolution, Oak has dedicated his career to understanding the relationship between Pokémon and their human trainers. A former trainer himself, the professor has first-hand experienc...
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