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Eric Layer's Projects

amazon-computer-project icon amazon-computer-project

This project aims to aid those looking to purchase a gaming computer from Amazon make a more informed decision by estimating the price of a computer based on brand, processor type, RAM, and other attributes.

amercianfootballscoring icon amercianfootballscoring

This is a program that, given a total score, outputs all possible American Football score combinations.

americanfootballscoring icon americanfootballscoring

This is a program that, given a score total, calculates and outputs all possible American Football score combinations in a list of dictionaries.

carvanacarsproject icon carvanacarsproject

This project uses used car data scraped from Carvana's website of cars from across the United States in attempt to predict the price of cars sold by Carvana.

charlottegeospatialdashboard icon charlottegeospatialdashboard

The final dashboard created consists of geospatial maps of customized input from user chosen parameters in 3 areas of data the City of Charlotte tracks: Serious Traffic Accidents, Police Incidents, and 311 Call Requests.

cryptotimeseriesproject icon cryptotimeseriesproject

This project comprises of automating creating an LSTM as well choosing certain tickers from Yahoo! Finance into a Streamlit app to display results for Auto ARIMA and LSTM models for making predictions of cryptocurrency values.

fetal-health-classifier-project icon fetal-health-classifier-project

This project aims to predict the health condition of fetal babies being normal, suspect, or pathological (potential for having a disease or some unhealthy condition).

steam-elden-ring-reviews-project icon steam-elden-ring-reviews-project

NLP project focused on sentiment analysis and topic modeling of Elden Ring reviews from Steam which also utilizes deep learning for sentiment classification.

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