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.

Project image
Dr. Semmelweis and the Discovery of Handwashing
Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.
Project image
The Hottest Topics in Machine Learning
Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.
Project image
Extract Stock Sentiment from News Headlines
Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.
Project image
Do Left-handed People Really Die Young?
Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties.
Project image
A Text Analysis of Trump's Tweets
Apply text mining to Donald Trump's tweets to confirm if he writes the (angrier) Android half.
Project image
What Your Heart Rate Is Telling You
Examine the relationship between heart rate and heart disease using multiple logistic regression.
Project image
Which Debts Are Worth the Bank's Effort?
Play bank data scientist and use regression discontinuity to see which debts are worth collecting.
Project image
Find Movie Similarity from Plot Summaries
Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.
Project image
Explore 538's Halloween Candy Rankings
Get ready for Halloween by digging into a FiveThirtyEight dataset with all your favorite candy!
Project image
The Android App Market on Google Play
Load, clean, and visualize scraped Google Play Store data to understand the Android app market.
Project image
Book Recommendations from Charles Darwin
Build a book recommendation system using NLP and the text of books like "On the Origin of Species."
Project image
Kidney Stones and Simpson's Paradox
Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.
Project image
Analyze Your Runkeeper Fitness Data
Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app.
Project image
Gender Bias in Graduate Admissions
Analyze admissions data from UC Berkeley and find out if the university was biased against women.
Project image
Health Survey Data Analysis of BMI
Analyze health survey data to determine how BMI is associated with physical activity and smoking.
Project image
Who's Tweeting? Trump or Trudeau?
Build a machine learning classifier that knows whether President Trump or Prime Minister Trudeau is tweeting!
Project image
Disney Movies and Box Office Success
Explore Disney movie data, then build a linear regression model to predict box office success.
Project image
Going Down to South Park: A Text Analysis
Analyze the dialog and IMDB ratings of 287 South Park episodes. Warning: contains explicit language.
Project image
Are You Ready for the Zombie Apocalypse?
Use your logistic regression skills to protect people from becoming zombies!
Project image
Trends in Maryland Crime Rates
Apply hierarchical and mixed-effect models to analyze Maryland crime rates.
Project image
Partnering to Protect You from Peril
Examine the network of connections among local health departments in the United States.
Icon Icon Icon professional info