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amazon_vine_analysis_aws

Analysis of a customer review dataset from Amazon. ETL process is performed using PySpark and is connected to an AWS RDS instance. Pandas is used to determine if there is any bias towards favorable reviews from "Amazon Vine" members.

bikesharing

Visual business proposal created using Tableau. Data is modified using Pandas to properly generate graphs.

credit_risk_analysis_supervised_ml

About Six different techniques are employed to train and evaluate models with unbalanced classes. Algorithms are used to predict credit risk. Performance of these different models is compared and recommendations are suggested based on results. Topics

cryptocurrencies

Cryptocurrency data is preprocessed using Pandas to fit Unsupervised Machine Learning models. A clustering algorithm is used to group data. hvPlot visualization are used to share results.

election-analysis-1

election-analysis-python

Audit of voting results using Python for analysis by county and then by candidate.

final-project

mapping_earthquakes

mechacar_statistical_analysis

Statistical analysis of a product prototype using R and tidyverse. Multiple linear regressions, statistical summaries, and t-tests are used for analysis and predictions. A study is also designed to compare this product to the competition.

neural_network_charity_analysis

Created a deep-learning neural network to analyze and classify the success of charitable donations. Trained models are stored for future use. Attempts are made to optimize the working model.

pewlett-hackard-analysis-sql

Investigation of a company's employment records using PostgreSQL to find the number of retiring employees by position. Potential solutions are also discussed.

pyber_analysis

Ride-sharing data is analyzed to provide a visual summary of performance and offer data driven suggestions.

school_district_analysis

Analysis of school district data, such as school budgets and student performance, to uncover trends and draw conclusions.

stock-analysis-vba

Performing analysis on Stock Data with VBA

surfs-up-

Analyzing temperature trends and generating statistical summaries. Used SQLAlchemy to connect to and query a SQLite database.

ufos

Creation of a UFO webpage, which has a dynamic table that allow users to filter for multiple criteria at the same time. This webpage is built with JavaScript, HTML, and CSS.

world_weather_analysis

Retrieval and analysis of weather data using OpenWeatherMap API. Data is used to created a vacation and travel itinerary using Google Maps Platform APIs.