Pinned

1. citibike_forecast citibike_forecast Public

   Time series forecasting on Citi Bike daily demand using an additive regression model (Facebook Prophet) and a convolutional neural network (WaveNet)

   Jupyter Notebook 5

2. apple_tweets_nlp apple_tweets_nlp Public

   NLP on customer tweets to Apple Support to uncover topics using NMF (unsupervised modeling), and classify tweets as product types based on users' initial tweets using CorEx (semi-supervised modeling)

   Jupyter Notebook 1

3. instacart_order_classification instacart_order_classification Public

   Predict which products Instacart users will reorder using classification algorithms (logistic regression, random forest and gradient boosting)

   Jupyter Notebook

4. predict_movie_revenue predict_movie_revenue Public

   Predict domestic gross revenue of movies before release using web scraping and linear regression models with regularization

   Jupyter Notebook