Mleopol1's repositories
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.
Analyzing-Drug-Regimens-for-Skin-Cancer-Treatment
This repository contains an analysis of the effectiveness of different drug regimens on the treatment of squamous cell carcinoma in mice, utilizing statistical methods and data visualization techniques.
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
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
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
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
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
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
This repository uses unsupervised machine learning to explore a myopia dataset to see whether patients can be placed into distinct groups to predict myopia.
pandas-school-performance-analysis
This repository contains a Jupyter notebook that performs an analysis of sample school and standardized test data using Pandas.
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
This is an SQL project involving data modeling, data engineering, and data analysis.
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
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
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
This repository involves web scraping and analyzing various sites about Mars, with deliverables that store and visualize the scraped data.