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mleopol1's Projects

amazon-customer-reviews-etl icon amazon-customer-reviews-etl

The project involves performing the ETL process on Amazon product review datasets by extracting the data, transforming it into different Spark DataFrames using a provided schema, and uploading the DataFrames into an RDS instance.

belly-button-biodiversity-dashboard icon belly-button-biodiversity-dashboard

This is an interactive dashboard built with D3.js, Plotly.js, and Bootstrap to explore the Belly Button Biodiversity dataset, which catalogs the microbes that colonize human navels.

charity-funding-predictor icon charity-funding-predictor

This project aims to build a neural network model using TensorFlow to predict the success of a charity organization if funded by investors, with an achieved accuracy score of around 73.1%.

credit-risk-evaluator icon credit-risk-evaluator

This project involves building and comparing the performance of two supervised machine learning models - Logistic Regression and Random Forest Classifier - to evaluate credit risk using a lending data set.

excel-crowdfunding-analysis icon excel-crowdfunding-analysis

This project involves analyzing a database of sample crowdfunding projects using Excel to uncover trends and insights into successful campaigns.

flask-api-for-climate-analysis icon flask-api-for-climate-analysis

This project involves using Python, SQLAlchemy, and Flask to analyze and visualize climate data in Honolulu, Hawaii, and create a web API for accessing the analysis results.

movie-database-project icon movie-database-project

This is a project that sources data from two datasets and creates a SQL database to find the highest and lowest rated movies within certain release years.

myopia-analysis icon myopia-analysis

This repository uses unsupervised machine learning to explore a myopia dataset to see whether patients can be placed into distinct groups to predict myopia.

python-analyses icon python-analyses

This repository contains two Python scripts: one for analyzing financial records and another analyzing election results, calculating various values and printing the analysis to the terminal and exporting to a text file.

sql-challenge icon sql-challenge

This is an SQL project involving data modeling, data engineering, and data analysis.

vba-stock-analysis icon vba-stock-analysis

This repository contains a VBA script that analyzes generated stock market data for a given year and outputs various information, including the yearly change, percentage change, and total stock volume for each stock.

weather-apis icon weather-apis

This repository involves generating random cities and performing an analysis of their weather data, and using the Google Maps API to create a heatmap displaying each city.

web-design-challenge icon web-design-challenge

This is a web design project that visualizes weather data for various cities around the world using Bootstrap for styling, displaying several visualizations and a table with the weather data.

web-scraping-mars icon web-scraping-mars

This repository involves web scraping and analyzing various sites about Mars, with deliverables that store and visualize the scraped data.

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