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biodiversity_in_natl_parks

A project highlighting holistic data analysis skills using National Park Service data concerning endangered species in U.S. National Parks.

celestial_body_size_predictor

Using GCS, PySpark, and Streamlit to build a model that predicts the size of celestial bodies and make it publicly available

ddos_traffic_classification

Identifying malicious/benign network traffic using classification methods.

diamond_price_streamlit_prototype_app

Simple demonstration of building a frontend for machine learning models using Streamlit

life_exepctancy_gdp_portfolio_project

What is the correlation between GDP and Life Expectancy? This project aims to highlight the connection between the two variables, while showcasing data visualization skills using data found in all_data.csv

mall_customer_segmentation

Use K-Means Clustering to identify major customer segments for marketing efforts. Data via Kaggle.

masculinity_survey_clustering_project

Use various clustering techniques to find patterns in the way men view masculinity. Data via survey conducted by 538.

medical_insurance_portfolio_project

A project aimed at highlighting Python skills. An analysis of U.S. Medical Insurance costs.

nyc_airbnb_price_optimization

Help AirBnB conduct feature selection for a price optimization model using EDA & hypothesis testing

nyc_mta_eda_project

Exploratory Data Analysis Project using MTA turnstile data

nyu_bridge

stuff from the bridge program

okcupid_ml_project

Impliment a variety of machine learning techniques to answer questions about the dataset.

personal_website

prop_betting_regression_project

Using regression models to inform NBA prop betting strategy.

sar_target_recognition_deep_learning

automatic target recognition in satellite imagery using deep learning

sotu_nlp_project

Analyze State of the Union addresses using Natural Language Processing (NLP)

twitter_classification_project

Use ML classification techniques to identify features that predict virality in tweets.

ukraine_etl_project

ETL Project using PySpark to transform ACLED Ukraine data, and store it on AWS S3 for dashboarding and analysis with Streamlit.

zoompcamp-repo