Mark McAdam's repositories
Data-Engineering-Batch
Takes product reviews and performs natural language processing to provide sentiment analysis. The new insight gets combined with matching product information in the central database to provide a clearer picture of user behavior.
Build-K-Nearest-Neighbors
Implementation of K-Nearest Neighbors algorithm rebuilt from scratch using Python. Comparison to the Sci-Kit Learn implementation included.
build-python-app-docker
working on a project for a test
chadmin-fastapi
Fastapi inside docker container to upload to AWS Elastic Beanstalk
col_calc
Cost of living calculator for unit 2 build week
kondoboard-etl
Kondoboard - job search website aggregation. Extracts data from multiple job search website API, transforms the information into a common data structure,loads the uniform data into an ElasticSearch database for rapid and precise full text search capabilities.
etl-cron
this is the extract load transform function converted to run as a lambda function, starting with the blank-python repo from the aws docs
ml-deploy
properly ship and deploy ML | FastAPI - Docker - Heroku - GitHub Actions
my-web-app-12
web app to compare tweets from between two users
project-euler
Working my way through project-euler in python first
sprint-challenge-computer-architecture
Sprint Challenge Folder
stylegan-docker
Style transfer application, FastAPI backend to serve predictions, Streamlit for the user interface, OpenCV for the predictions
Unit-2-Build-Example
Here is a repo made from the template for a dash app