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Projects

Where Courses teach you new data science skills and Practice Mode helps you sharpen them, building Projects gives you hands-on experience solving real-world problems.

Designed by expert instructors, DataCamp Projects are an important step in your journey to become data fluent and help you build your data science portfolio to show employers.

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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
Python icon Data Visualization
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Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
R icon Data Visualization
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Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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Exploring 67 years of LEGO
In this project we will explore a database of every LEGO set ever built.
Python icon Data Manipulation
+2
Ramnath Vaidyanathan

Ramnath Vaidyanathan

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Dr. Semmelweis and the Discovery of Handwashing
Reanalyse the data behind one of the most important discoveries of modern medicine: Handwashing.
Python icon Data Manipulation
+2
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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Phyllotaxis: Draw flowers using mathematics
Use R to make art and create imaginary flowers inspired by nature.
R icon Data Visualization
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Antonio Sánchez Chinchón

Antonio Sánchez Chinchón

Data Scientist at Telefónica

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Dr. Semmelweis and the Discovery of Handwashing
Reanalyse the data behind one of the most important discoveries of modern medicine: Handwashing.
R icon Data Manipulation
+2
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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A New Era of Data Analysis in Baseball
Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
Python icon Data Manipulation
+3
David Venturi

David Venturi

Instructor at DataCamp

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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
Sql icon Data Manipulation
+2
David Venturi

David Venturi

Instructor at DataCamp

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The Hottest Topics in Machine Learning
Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.
Python icon Data Manipulation
+4
Lars Hulstaert

Lars Hulstaert

Data Scientist at Microsoft

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Naïve Bees: Image Loading and Processing
Load, transform, and understand images of honey bees and bumble bees in Python.
Python icon Data Manipulation
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Peter Bull

Peter Bull

Co-founder of DrivenData

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Who Is Drunk and When in Ames, Iowa?
Flex your tidyverse muscles on breath alcohol test data from Ames, Iowa, USA.
R icon Data Manipulation
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Samantha Tyner

Samantha Tyner

Postdoctoral Research Associate at Iowa State University

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Recreating John Snow's Ghost Map
Recreate John Snow's famous map of the 1854 cholera outbreak in London.
Python icon Data Manipulation
+3
Radovan Kavicky

Radovan Kavicky

President and Principal Data Scientist at GapData Institute

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A Visual History of Nobel Prize Winners
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
R icon Data Manipulation
+2
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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Visualizing Inequalities in Life Expectancy
Compare life expectancy across countries and genders with ggplot2.
R icon Data Manipulation
+2
Antonio Sánchez Chinchón

Antonio Sánchez Chinchón

Data Scientist at Telefónica

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Classify Song Genres from Audio Data
Rock or rap? Apply machine learning methods in Python to classify songs into genres.
Python icon Data Manipulation
+3
Lina Tran

Lina Tran

PhD Candidate at University of Toronto

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Predict Taxi Fares with Random Forests
Use regression trees and random forests to find places where New York taxi drivers earn the most.
R icon Data Visualization
+2
Robert Grant

Robert Grant

Founder & Data Sherpa at bayescamp.com

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Rise and Fall of Programming Languages
Analyze the relative popularity of programming languages over time based on Stack Overflow data.
R icon Data Manipulation
+2
David Robinson

David Robinson

Chief Data Scientist, DataCamp

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Naïve Bees: Predict Species from Images
Build a model that can automatically detect honey bees and bumble bees in images.
Python icon Data Manipulation
+2
Peter Bull

Peter Bull

Co-founder of DrivenData

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The GitHub History of the Scala Language
Find the true Scala experts by exploring its development history in Git and GitHub.
Python icon Data Manipulation
+2
Anita Sarma

Anita Sarma

Associate Professor at Oregon State University

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Scout Your Athletics Fantasy Team
Analyze athletics data to find new ways to scout and assess jumpers and throwers.
R icon Data Manipulation
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George Perry

George Perry

Sports Scientist and Entrepreneur

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Who Is Drunk and When in Ames, Iowa?
Flex your pandas muscles on breath alcohol test data from Ames, Iowa, USA.
Python icon Data Manipulation
+2
Samantha Tyner

Samantha Tyner

Postdoctoral Research Associate at Iowa State University

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A Visual History of Nobel Prize Winners
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
Python icon Data Manipulation
+2
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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Explore 538's Halloween Candy Rankings
Get ready for Halloween by digging into a FiveThirtyEight dataset with all your favorite candy!
R icon Data Manipulation
+4
Nick Solomon

Nick Solomon

Data Scientist

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Functions for Food Price Forecasts
Write functions to forecast time series of food prices in Rwanda.
R icon Data Manipulation
+2
Richie Cotton

Richie Cotton

Head of Content Quality at DataCamp

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What Your Heart Rate Is Telling You
Examine the relationship between heart rate and heart disease using multiple logistic regression.
R icon Data Manipulation
+3
Amy Yang

Amy Yang

Senior Data Scientist at Uptake

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Do Left-handed People Really Die Young?
Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties.
Python icon Data Manipulation
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Madeleine Bonsma-Fisher

Madeleine Bonsma-Fisher

PhD Candidate at University of Toronto

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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
Python icon Data Manipulation
+3
Joel Östblom

Joel Östblom

PhD Candidate at University of Toronto

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ASL Recognition with Deep Learning
Build a convolutional neural network to classify images of letters from American Sign Language.
Python icon Data Manipulation
+3
Alexis Cook

Alexis Cook

Machine Learning Educator at Kaggle

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TV, Halftime Shows, and the Big Game
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
Python icon Data Manipulation
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David Venturi

David Venturi

Instructor at DataCamp

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Clustering Heart Disease Patient Data
Experiment with clustering algorithms to help doctors inform treatment for heart disease patients.
R icon Data Manipulation
+3
Megan Robertson

Megan Robertson

Data Scientist at Nike

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Degrees That Pay You Back
Explore the salary potential of college majors with a k-means cluster analysis.
R icon Data Manipulation
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Jaclyn Burge

Jaclyn Burge

Senior Data Consultant at The Walt Disney Company

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Naïve Bees: Deep Learning with Images
Build a deep learning model that can automatically detect honey bees and bumble bees in images.
Python icon Data Manipulation
+3
Emily Miller

Emily Miller

Data Scientist at DrivenData

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Where Are the Fishes?
Explore acoustic backscatter data to find fish in the U.S. Atlantic Ocean.
R icon Data Manipulation
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Erin LaBrecque

Erin LaBrecque

Instructor at DataCamp

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A Text Analysis of Trump's Tweets
Apply text mining to Donald Trump's tweets to confirm if he writes the (angrier) Android half.
R icon Data Manipulation
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David Robinson

David Robinson

Chief Data Scientist, DataCamp

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Where Would You Open a Chipotle?
Create and explore interactive maps using Leaflet to determine where to open the next Chipotle.
R icon Data Manipulation
+2
Rich Majerus

Rich Majerus

Assistant Vice President at Colby College

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Gender Bias in Graduate Admissions
Analyze admissions data from UC Berkeley and find out if the university was biased against women.
R icon Data Manipulation
+3
Joshua Feldman

Joshua Feldman

Data Scientist at BBC

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Drunken Datetimes in Ames, Iowa
Apply your skills from "Working with Dates and Times in R" to breathalyzer data from Ames, Iowa.
R icon Data Manipulation
+2
Samantha Tyner

Samantha Tyner

Postdoctoral Research Associate at Iowa State University

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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
R icon Data Manipulation
+3
Joel Östblom

Joel Östblom

PhD Candidate at University of Toronto

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Partnering to Protect You from Peril
Examine the network of connections among local health departments in the United States.
R icon Data Manipulation
+3
Jenine Harris

Jenine Harris

Associate Professor at Washington University in St. Louis

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TV, Halftime Shows, and the Big Game
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
R icon Data Manipulation
+2
Erin LaBrecque

Erin LaBrecque

Instructor at DataCamp

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Clustering Bustabit Gambling Behavior
Use cluster analysis to glean insights into cryptocurrency gambling behavior.
R icon Data Manipulation
+3
Eric Hare

Eric Hare

Chief Data Scientist at Omni Analytics Group

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Trends in Maryland Crime Rates
Apply hierarchical and mixed-effect models to analyze Maryland crime rates.
R icon Data Manipulation
+3
Richard Erickson

Richard Erickson

Quantitative Ecologist

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