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Exploring the Bitcoin Cryptocurrency Market

You will explore the market capitalization of Bitcoin and other cryptocurrencies.

45 minutes Importing & Cleaning Data, Data Manipulation... Juan González-Vallinas Project guided

Real-time Insights from Social Media Data

Learn to analyze Twitter data and do a deep dive into a hot trend.

45 minutes Importing & Cleaning Data, Data Manipulation... Samia Khalid Project guided

Importing and Cleaning Data

Apply your importing and data cleaning skills to real-world soccer data.

45 minutes Importing & Cleaning Data, Data Manipulation... Erin LaBrecque Project guided

Disney Movies and Box Office Success

Explore Disney movie data, then build a linear regression model to predict box office success.

45 minutes Importing & Cleaning Data, Data Manipulation... Sirinda Palahan Project guided

Analyze Your Runkeeper Fitness Data

Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app.

45 minutes Importing & Cleaning Data, Data Manipulation... Andrii Pavlenko Project guided

What Makes a Pokémon Legendary?

Use tree-based machine learning methods to identify the characteristics of legendary Pokémon.

45 minutes Importing & Cleaning Data, Data Manipulation... Joshua Feldman Project guided

Comparing Cosmetics by Ingredients

Process ingredient lists for cosmetics on Sephora then visualize similarity using t-SNE and Bokeh.

45 minutes Importing & Cleaning Data, Data Manipulation... Jiwon Jeong Project guided

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.

45 minutes Importing & Cleaning Data, Data Manipulation... Erin LaBrecque Project guided

Analyzing TV Data

Use data manipulation and visualization to explore one of two different television broadcast datasets: The Super Bowl and hit sitcom The Office!

45 minutes Importing & Cleaning Data, Data Manipulation... David Venturi Project guided

Are You Ready for the Zombie Apocalypse?

Use your logistic regression skills to protect people from becoming zombies!

45 minutes Importing & Cleaning Data, Data Manipulation... Jenine Harris Project guided

The Impact of Climate Change on Birds

Predict the impact of climate change on bird distributions using spatial data and machine learning.

45 minutes Importing & Cleaning Data, Data Manipulation... Laurens Geffert Project guided

Find Movie Similarity from Plot Summaries

Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.

45 minutes Importing & Cleaning Data, Data Manipulation... Anubhav Singh Project guided

Give Life: Predict Blood Donations

Build a binary classifier to predict if a blood donor is likely to donate again.

45 minutes Importing & Cleaning Data, Data Manipulation... Dimitri Denisjonok Project guided

The Android App Market on Google Play

Load, clean, and visualize scraped Google Play Store data to gain insights into the Android app market.

45 minutes Importing & Cleaning Data, Data Manipulation... Lavanya Gupta Project guided

Data Science for Social Good: Crime Study

Use data science to catch criminals, plus find new ways to volunteer personal time for social good.

45 minutes Importing & Cleaning Data, Data Manipulation... William Connell Project guided

Extract Stock Sentiment from News Headlines

Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.

45 minutes Importing & Cleaning Data, Data Manipulation... Juan González-Vallinas Project guided

Book Recommendations from Charles Darwin

Build a book recommendation system using NLP and the text of books like "On the Origin of Species."

45 minutes Importing & Cleaning Data, Data Manipulation... Philippe Julien Project guided

Degrees That Pay You Back

Explore the salary potential of college majors with a k-means cluster analysis.

45 minutes Importing & Cleaning Data, Data Manipulation... Jaclyn Burge Project guided

Gender Bias in Graduate Admissions

Analyze admissions data from UC Berkeley and find out if the university was biased against women.

45 minutes Importing & Cleaning Data, Data Manipulation... Joshua Feldman Project guided

Naïve Bees: Deep Learning with Images

Build a deep learning model that can automatically detect honey bees and bumble bees in images.

45 minutes Importing & Cleaning Data, Data Manipulation... Emily Miller Project guided

Clustering Heart Disease Patient Data

Experiment with clustering algorithms to help doctors inform treatment for heart disease patients.

45 minutes Importing & Cleaning Data, Data Manipulation... Megan Robertson Project guided

Comparing Search Interest with Google Trends

Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.

45 minutes Importing & Cleaning Data, Data Manipulation... David Venturi Project guided

Functions for Food Price Forecasts

Write functions to forecast time series of food prices in Rwanda.

45 minutes Importing & Cleaning Data, Data Manipulation... Richie Cotton Project guided

ASL Recognition with Deep Learning

Build a convolutional neural network to classify images of letters from American Sign Language.

45 minutes Importing & Cleaning Data, Data Manipulation... Alexis Cook Project guided

Which Debts Are Worth the Bank's Effort?

Play bank data scientist and use regression discontinuity to see which debts are worth collecting.

45 minutes Importing & Cleaning Data, Data Manipulation... Howard Friedman Project guided

Drunken Datetimes in Ames, Iowa

Apply your skills from "Working with Dates and Times in R" to breathalyzer data from Ames, Iowa.

45 minutes Importing & Cleaning Data, Data Manipulation... Samantha Tyner Project guided

Do Left-handed People Really Die Young?

Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties.

45 minutes Importing & Cleaning Data, Data Manipulation... Madeleine Bonsma-Fisher Project guided

Where Would You Open a Chipotle?

Create and explore interactive maps using Leaflet to determine where to open the next Chipotle.

45 minutes Importing & Cleaning Data, Data Manipulation... Rich Majerus Project guided

Who Is Drunk and When in Ames, Iowa?

Flex your data manipulation muscles on breath alcohol test data from Ames, Iowa, USA.

45 minutes Importing & Cleaning Data, Data Manipulation... Samantha Tyner Project guided

Who's Tweeting? Trump or Trudeau?

Build a machine learning classifier that knows whether President Trump or Prime Minister Trudeau is tweeting!

60 minutes Importing & Cleaning Data, Data Manipulation... Katharine Jarmul Project guided

Reducing Traffic Mortality in the USA

How can we find a good strategy for reducing traffic-related deaths?

60 minutes Importing & Cleaning Data, Data Manipulation... Joel Östblom Project guided

Explore 538's Halloween Candy Rankings

Get ready for Halloween by digging into a FiveThirtyEight dataset with all your favorite candy!

60 minutes Importing & Cleaning Data, Data Visualization... Nick Solomon Project guided

Classify Song Genres from Audio Data

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

60 minutes Importing & Cleaning Data, Data Manipulation... Lina Tran Project guided

What Your Heart Rate Is Telling You

Examine the relationship between heart rate and heart disease using multiple logistic regression.

60 minutes Importing & Cleaning Data, Data Manipulation... Amy Yang Project guided

Partnering to Protect You from Peril

Examine the network of connections among local health departments in the United States.

60 minutes Importing & Cleaning Data, Data Manipulation... Jenine Harris Project guided

Rise and Fall of Programming Languages

Analyze the relative popularity of programming languages over time based on Stack Overflow data.

60 minutes Importing & Cleaning Data, Data Manipulation... David Robinson Project guided

Naïve Bees: Image Loading and Processing

Load, transform, and understand images of honey bees and bumble bees in Python.

60 minutes Importing & Cleaning Data, Data Manipulation... Peter Bull Project guided

A New Era of Data Analysis in Baseball

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

45 minutes Importing & Cleaning Data, Data Manipulation... David Venturi Project guided

From Data to Dollars - Predicting Insurance Charges

Join us at a leading insurance company, where we'll craft a model to predict customer charges and test it with new client data

1 hour Importing & Cleaning Data, Data Manipulation... Stanislav Konkin Project guided

Who Is Drunk and When in Ames, Iowa?

Flex your data manipulation muscles on breath alcohol test data from Ames, Iowa, USA.

45 minutes Importing & Cleaning Data, Data Manipulation... Samantha Tyner Project guided

Dr. Semmelweis and the Discovery of Handwashing

Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.

60 minutes Importing & Cleaning Data, Data Manipulation... Rasmus Bååth Project guided

Visualizing Inequalities in Life Expectancy

Compare life expectancy across countries and genders with ggplot2.

45 minutes Importing & Cleaning Data, Data Manipulation... Antonio Sánchez Chinchón Project guided

The GitHub History of the Scala Language

Find the true Scala experts by exploring its development history in Git and GitHub.

45 minutes Importing & Cleaning Data, Data Manipulation... Anita Sarma Project guided

The Hottest Topics in Machine Learning

Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.

45 minutes Importing & Cleaning Data, Data Manipulation... Lars Hulstaert Project guided

Level Difficulty in Candy Crush Saga

Analyze data from the hit mobile game, Candy Crush Saga.

45 minutes Importing & Cleaning Data, Data Manipulation... Rasmus Bååth Project guided

Recreating John Snow's Ghost Map

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

60 minutes Importing & Cleaning Data, Data Manipulation... Radovan Kavicky Project guided

The Android App Market on Google Play

Load, clean, and visualize scraped Google Play Store data to gain insights into the Android app market.

45 minutes Importing & Cleaning Data, Data Manipulation... Lavanya Gupta Project guided

Rise and Fall of Programming Languages

Analyze the relative popularity of programming languages over time based on Stack Overflow data.

60 minutes Importing & Cleaning Data, Data Manipulation... Sara Billen Project guided

Exploring the Evolution of Linux

Find out about the evolution of the Linux operating system by exploring its version control system.

45 minutes Importing & Cleaning Data, Case Studies Markus Harrer Project guided

Functions for Food Price Forecasts (Unguided)

Write functions to forecast time series of food prices in Rwanda.

45 minutes Importing & Cleaning Data, Data Manipulation... Richie Cotton Project guided
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