natmod Goto Github PK

a-star-search

A* Search algorithm implemented in C++

air-pollution-project

scripts for automation and analysis of 332 csv files containing air pollution sensor data

airflow-crypto-buying-bot

A cryptocurrency purchasing bot using a crude Dollar Value Averaging strategy.

bot

Training resources around Microsoft Bot Framework

credit-card-default

credit card default prediction exercise

data_wrangling_xml

data wrangling exercise using python xml parsing, pandas, and Mondial xml data

ecommerce-ml-engineering-challenge

my solution to an ML Engineering challenge regarding some e-commerce data

emotion_video_analysis

Simple python script to analyze facial emotions live from webcam or video file

end_to_end_mlops_project_v3

A Project used while teaching a course on ML Model Deployment + Inference for Interview Kickstart

fashion-product-category-classification

Use text and image to classify unlabelled fashion catalog data

glassdoor-scrape

A project where I scraped Glassdoor job postings to determine the most in-demand data science skills

home-chef-recommendation-engine

[Python] A Recommendation Engine for Home Chef Meal Kits -- Final Project for Springboard Data Science Bootcamp

hospital-outcome-data-project

A set of R scripts to automate data intake, processing, and ranking of hospitals by criteria such as outcome rates and state.

hospital-readmit

critique a preliminary analysis of data and recommendations for reducing the readmissions rate. construct a statistically sound analysis and make recommendations

human-temp

[Python] Analyze a dataset of human body temperatures and employ the concepts of hypothesis testing, confidence intervals, and statistical significance

identifying-fraudulent-activities

project: data manipulation, ML classifier development, and analysis to identify fraud in e-commerce data and understand contributing factors

kaggle-soccer-sql-practice

SQL queries on Kaggle Soccer DB

kaggle-titanic

Random Forest model using caret package in R for Kaggle Titanic competition

natmod.github.io

pandas-json

data wrangling exercise using pandas and world bank project data

percolation

percolation project from algorithms class

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

racial-disc

statistical analysis to establish whether race has a significant impact on the rate of callbacks for resumes

route-planner

Route Planner implemented in C++

seattle-housing-price-time-series-analysis

[R] Indepedent Project on Seattle Housing Time Series Analysis - ARIMA Forecasting and Quantifying Seasonal Effects

slackbot

scheduler slack bot tutorial

springboard-data-science-projects

[Python] A repository of the projects I did over the course of the Springboard Data Science Curriculum

sql-practice-window-functions

SQL practice developing queries on datasets, many involving window functions

stanford-intro-databases-sql

Exercises and Certificates from Stanford Introduction to Databases class

starter-fastapi

Cyclic FastAPI starter