emeralddawns's repositories
NBA-Prediction-NN
This project scrapes data from the official NBA website, cleans it, stores it using Postgres, and uses Neural Networks/TensorFlow to analyze and make predictions.
Clustering-Crypto-Currencies
Example of using Machine Learning (k-clustering) to determine if a dataset can be clustered.
Credit-Risk-Model
Compares the results of Logistic Regression and Random Forests, and looks at the improvements made by scaling the data.
Immigration-Data-Analysis
Cleans immigration data with Python and Pandas. Produces visualizations graphs with Python, Pandas, and Matplotlib.
Mouse-Tumor-Analysis
The purpose of the project is to analyze tumor growth in mice. The code uses python pandas in Jupyter Notebook to work with two CSV files, perform an analysis, output plots using Matplotlib, and add a summary analysis within Jupyter Notebook.
SQL-Queries-Examples
Uses SQL to perform queries (join, group-by, where) on a dataset.
SQLAlchemy-API
Uses SQLAlchemy to work with temperature data and create an API.
I-Hate-Pinterest
removing pinterest from the search process
Optimize-Neural-Network
Examples of techniques that can be used to optimize neural network models (some techniques can apply more generally).
Pandora2Spotify
WIP - Convert Pandora Station to Spotify Playlist
VBA-Challenge
Sorting Stock Data