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!
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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
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Exploring 67 years of LEGO
In this project we will explore a database of every LEGO set ever built.
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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.
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Phyllotaxis: Draw flowers using mathematics
Use R to make art and create imaginary flowers inspired by nature.
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Exploring the Bitcoin cryptocurrency market
You will explore the market capitalization of Bitcoin and other cryptocurrencies.
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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.
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A Network analysis of Game of Thrones
Analyze the network of characters in Game of Thrones and how it changes over the course of the books.
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Exploring the Kaggle Data Science Survey
Discover what top tools Kaggle participants use for data science and machine learning.
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Risk and Returns: The Sharpe Ratio
Use pandas to calculate and compare profitability and risk of different investments using the Sharpe Ratio.
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Exploring the evolution of Linux
Find out about the development of the Linux operating system by exploring its Git repository history.
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Level difficulty in Candy Crush Saga
Analyse data from the mobile hit game Candy Crush Saga.
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Wrangling and Visualizing Musical Data
Wrangle and visualize musical data to find common chords and compare the styles of different artists.
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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.
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Word Frequency in Moby Dick
Use web scraping and NLP to find the most frequent words in Herman Melville's novel, Moby Dick.
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Naïve Bees: Image Loading and Processing
Load, transform, and understand images of honey bees and bumble bees in Python.
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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.
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Name Game: Gender Prediction using Sound
Analyze the gender distribution of children's book writers and use sound to match names to gender.
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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
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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.
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Recreating John Snow's Ghost Map
Recreate John Snow's famous map of the 1854 cholera outbreak in London.
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Mobile Games A/B Testing with Cookie Cats
Analyze an A/B test from the popular mobile puzzle game, Cookie Cats.
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Generating Keywords for Google AdWords
Automatically generate keywords for a search engine marketing campaign using Python.
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Bad passwords and the NIST guidelines
Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines.
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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?
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Visualizing Inequalities in Life Expectancy
Compare life expectancy across countries and genders with ggplot2.
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Bad passwords and the NIST guidelines
Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines.
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Classify Song Genres from Audio Data
Rock or rap? Apply machine learning methods in Python to classify songs into genres.
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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.
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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.
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Rise and Fall of Programming Languages
Analyze the relative popularity of programming languages over time based on Stack Overflow data.
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Naïve Bees: Predict Species from Images
Build a model that can automatically detect honey bees and bumble bees in images.
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Scout Your Athletics Fantasy Team
Analyze athletics data to find new ways to scout and assess jumpers and throwers.
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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.
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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?
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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!
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Functions for Food Price Forecasts
Write functions to forecast time series of food prices in Rwanda.
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What Your Heart Rate Is Telling You
Examine the relationship between heart rate and heart disease using multiple logistic regression.
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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
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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.
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ASL Recognition with Deep Learning
Build a convolutional neural network to classify images of letters from American Sign Language.
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Where Are the Fishes?
Explore acoustic backscatter data to find fish in the U.S. Atlantic Ocean.
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Clustering Heart Disease Patient Data
Experiment with clustering algorithms to help doctors inform treatment for heart disease patients.
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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.
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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.
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Degrees That Pay You Back
Explore the salary potential of college majors with a k-means cluster analysis.
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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.
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Predicting Credit Card Approvals
Build a machine learning model to predict if a credit card application will get approved.
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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.
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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
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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.
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Partnering to Protect You from Peril
Examine the network of connections among local health departments in the United States.
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More projects on the way!

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