| ASL Recognition with Deep Learning |
Build a convolutional neural network to classify images of letters from American Sign Language. |
| Analyze Your Runkeeper Fitness Data |
Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app. |
| Book Recommendations from Charles Darwin |
Build a book recommendation system using NLP and the text of books like "On the Origin of Species." |
| Classify Song Genres from Audio Data |
Rock or rap? Apply machine learning methods in Python to classify songs into genres. |
| 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. |
| Extract Stock Sentiment from News Headlines |
Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight. |
| Give Life: Predict Blood Donations |
Build a binary classifier to predict if a blood donor is likely to donate again. |
| Name Game: Gender Prediction using Sound |
Analyze the gender distribution of children's book writers and use sound to match names to gender. |
| Naïve Bees, Image Loading and Processing |
Load, transform, and understand images of honey bees and bumble bees in Python. |
| Naïve Bees, Deep Learning with Images |
Build a deep learning model that can automatically detect honey bees and bumble bees in images. |
| Predicting Credit Card Applications Approvals |
Build a machine learning model to predict if a credit card application will get approved. |
| Real-time Insights from Social Media Data |
Learn to analyze Twitter data and do a deep dive into a hot trend. |
| Reducing Traffic Mortality in the USA |
How can we find a good strategy for reducing traffic-related deaths? |
| The Hottest Topics in Machine Learning |
Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research. |
| Which Debts Are Worth the Bank's Effort? |
Play bank data scientist and use regression discontinuity to see which debts are worth collecting. |