earlyann

anonymized_loan_repayment_predictions

Using Tableau to explore the data and a CatBoost classification model to predict loan defaults

bank_call_campaign

Using machine learning to predict the success of a call campaign

CodeLlama_13B_Chat_Interface_w_Langchain_Repo

Using the CodeLlama 13B Instruct model to chat with a GitHub repo - LangChain

CryptoClustering

K-means clustering of different crypto-currencies by returns.

Energy_Consumption_Forecasting

XGBoost forecasting model leveraging hourly historical data to predict future energy usage patterns.

Google_jobs_analysis

Using SERP API Google job search results and Python's Natural Language Toolkit for api fed job searching.

grocery_market_basket_analysis

Using Apriori algorithm for association rules, segmenting and consumer suggestions

horse_survival

Multiclass classification models to determine if a horse will live based on gathered health features

Instagram_data_modeling

Turning Instagram data csv files into Postgres and SQLite databases

youtube_api_airflow

An Apache Airflow DAG that digests Google's YouTube API to explore top videos across 5 countries. The final product is a Tableau dashboard..

earlyann/CodeLlama_13B_Chat_Interface_w_Langchain_Repo

Using the CodeLlama 13B Instruct model to chat with a GitHub repo - LangChain

earlyann/Instagram_data_modeling

Turning Instagram data csv files into Postgres and SQLite databases

earlyann/anonymized_loan_repayment_predictions

Using Tableau to explore the data and a CatBoost classification model to predict loan defaults

earlyann/bank_call_campaign

Using machine learning to predict the success of a call campaign

earlyann/CryptoClustering

K-means clustering of different crypto-currencies by returns.

earlyann/Energy_Consumption_Forecasting

XGBoost forecasting model leveraging hourly historical data to predict future energy usage patterns.

earlyann/Google_jobs_analysis

Using SERP API Google job search results and Python's Natural Language Toolkit for api fed job searching.

earlyann/grocery_market_basket_analysis

Using Apriori algorithm for association rules, segmenting and consumer suggestions

earlyann/horse_survival

Multiclass classification models to determine if a horse will live based on gathered health features

earlyann/tv_show_recommender

A machine learning model that predicts what shows you would like based on feature input, using DistillBERT and XGBoost

earlyann/youtube_api_airflow

An Apache Airflow DAG that digests Google's YouTube API to explore top videos across 5 countries. The final product is a Tableau dashboard..

earlyann/al_folio_fork

A beautiful, simple, clean, and responsive Jekyll theme for academics

earlyann/Bank-Churn-Classification

Ensemble classifier to identify churned customers. Using Great Expectations to validate data.

earlyann/Belly_Botton_Biodiversity_Dashboard

A dashboard look at bellybutton biodiversity.

earlyann/Crowdfunding_ETL

A pipeline breaking down a spreadsheet of crowdfunding data into 3NF and building a PostgreSQL database from it.

earlyann/deep_learning_project

A Keras Sequential neural network classifier

earlyann/Diabetes_Prediction

Kmeans clustering of health predictors

earlyann/e-com_customer_categorization

Using a k-means model to help in analyzing customer patterns.

earlyann/earlyann

earlyann/earlyann.github.io

earlyann/Eco_Analysis

Examining the intersection of CO2 emissions, GDP and population on a global scale.

earlyann/Gym_Climb_Log

A streamlit app that feeds an AWS RDS database so I can keep track of my climbing progress at the local gyms.

earlyann/Mars_Web_Scraping

Using BeautifulSoup to scrape news and fact about Mars

earlyann/Mass_shootings_USA

A visualization of the mass shootings in the USA from 1982-2023

earlyann/Monthly_Seismic_Events

Map showing all global earth quakes, their depth and magnitude for the past 30 days.

earlyann/Stock_predictions

Using and comparing Support Vector machine, Random Branch Forest and Easy Ensemble algorithms to predict if a stock will have a positive or negative annual return.

earlyann/Surfs_Up_SQLAlchemy

A project using SQLAlchemy to explore and visualize climate data from Hawaii.

earlyann/UK_Food_Ratings-MongoDB

earlyann/Video_game_sales

Exploration and analysis of worldwide video game sales from 1980-2016

earlyann/Zillow_target_city_analysis