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1. Identifying-Womens-Health-Concerns Identifying-Womens-Health-Concerns Public

   A project using NLP and unsupervised learning (K-Means Clustering and Latent Dirichlet Allocation) to identify health concerns from posts on online forums.

   Jupyter Notebook 2

2. Sparkify-Postgres Sparkify-Postgres Public

   An ETL pipeline using Python and SQL that transfers data from JSON files to a Postgres database

   Python 3

3. Predicting-House-Prices-with-Linear-Regression Predicting-House-Prices-with-Linear-Regression Public

   Utilized Linear Regression with LASSO and Ridge regularization to predict house prices in the Ames Housing Data Set

   Jupyter Notebook 2 6

4. Subreddit-Classification Subreddit-Classification Public

   Used NLP (TF-IDF) and classification algorithms (Logistic Regression, Multinomial Bayes, KNN, Decision Tree, Bagging Classifier, Random Forest, and Voting Classifier) to predict if a post came from…

   Jupyter Notebook 1

5. CS50-Finance CS50-Finance Public

   Website where users can create an account, buy, and sell imaginary stocks

   Python 1 9

6. Mapping-Dual-Risk-Hurricanes-and-COVID Mapping-Dual-Risk-Hurricanes-and-COVID Public

   Identified geographic clusters (K-Means and DBSCAN) based on historic risk of hurricanes and current risk of COVID-19

   Jupyter Notebook