nickdgas Goto Github PK

followers: 0.0 following: 0.0 repos: 6.0 gists: 0.0

Name: Nicholas D'Agostino

Type: User

Bio: Aspiring Data Engineer with experience in Python, SQL, and Azure

Nicholas D'Agostino's Projects

aapl-market-price-forecaster

Investigates the use of the Autoregressive Integrated Moving Average (ARIMA) model in predicting stock prices. Employing historical stock data retrieved through yfinance, examine the effectiveness of ARIMA with evaluation metrics, including Mean Squared Error (MSE), Root Mean Squared Error (RMSE), Mean Absolute Error (MAE), and R-squared.

machine-learning

First attempt at machine learning. Based off of a tutorial that I read online using python libraries like sklearn and scipy.

msft-classification-model-analysis

Perform two distinct simple trading strategies with various classification models in Python. Generate 'buy' and 'sell' signals based on feature variables for the MSFT security. Signals are selected as the target/label variable used by classifiers.

neural-network

Small attempt at making a very simple and basic neural net.

snp500-analysis

Designed a multi-dimensional data model using LucidChart. Developed ELT pipeline using Python/Pandas. S&P 500 data obtained via yfinance, an open-source library. Output normalized data to excel. Performed analysis and generated reports with Power BI.