Notebooks to Datacamp projects.
| Project | Description |
|---|---|
| Dr. Semmelweis and the discovery of handwashing | Reanalyse the data behind one of the most important discoveries of modern medicine: Handwashing. |
| Exploring 67 years of LEGO | In this project we will explore a database of every LEGO set ever built. |
| 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? |
| Analyze Your Runkeeper Fitness Data | Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app. |
| Do Left-handed People Really Die Young? | Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties. |
| The GitHub History of the Scala Language? | Find the true Scala experts by exploring its development history in Git and GitHub. |
| Classify Song Genres from Audio Data | Rock or rap? Apply machine learning methods in Python to classify songs into genres. |
| Predicting Credit Card Approvals | Build a machine learning model to predict if a credit card application will get approved. |
| Who Is Drunk and When in Ames, Iowa? | Flex your pandas muscles on breath alcohol test data from Ames, Iowa, USA. |
| Disney Movies and Box Office Success | Explore Disney movie data, then build a linear regression model to predict box office success. |
| Find Movie Similarity from Plot Summaries | Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity. |
| Bad passwords and the NIST guidelines | Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines. |
| A New Era of Data Analysis in Baseball | Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton. |
| Generating Keywords for Google AdWords | Automatically generate keywords for a search engine marketing campaign using Python. |
| Which Debts Are Worth the Bank's Effort? | Play bank data scientist and use regression discontinuity to see which debts are worth collecting. |
| The Android App Market on Google Play | Load, clean, and visualize scraped Google Play Store data to understand the Android app market. |
| Give Life: Predict Blood Donations | Build a binary classifier to predict if a blood donor is likely to donate again. |
| 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. |