House Price Predictor

A Machine learning program that classifies a house’s price

House Classifier is my first full scale machine learning project. It felt like I was drinking from a firehose when coding this but I learned so much! Some of the key things I learned about were:

  • Linear Regression, Support Vector Machines
  • Fine Tuning Models
  • Building infastructure for Machine Learning Code
  • The importance of having a balanced test-set

Libraries used

  • pandas
  • numpy
  • sklearn
  • matplotlib

Plant Doctor

A full stack IoT app made with ❤

Plant Doctor is a Website I created in order to monitor the moisture of my plant. The idea came to me when, for the third day in a row, I had forgotten to water my plant!

I am creating a web site where you can monitor the health of any plant!

  • never forget to water your plant (or remember that it doesnt need any more water)
  • the application will be configurable to report on more than one plant, if needed

Technologies used

  • react.js
  • node.js & express
  • python - for data collection and sqlite
  • docker
  • sqlite

Hardware Used

  • Rasberry Pi 4 - collects data and is my server
  • Grove Sensor & Hat
  • a plant that likes water ( pretty much any plant … ah maybe not a cactus tho..)