im_subha's repositories
Hand_Sign_detection_
hand_sign_detection
facemaskdetection
Face_mask_detection
OPEN-SOURCE
repository for hacktoberfest 22
HacktoberFest22
About This repository is for everyone who wants to participate in Hacktoberfest 2022. Anyone can contribute/add quality code or projects for your Swags (T- Shirt), must be relevant that can add some value to this repository.
html
html
House_price_prediction.
This data science project series walks through step by step process of how to build a real estate price prediction website. We will first build a model using sklearn and linear regression using banglore home prices dataset from kaggle.com. Second step would be to write a python flask server that uses the saved model to serve http requests. Third component is the website built in html, css and javascript that allows user to enter home square ft area, bedrooms etc and it will call python flask server to retrieve the predicted price. During model building we will cover almost all data science concepts such as data load and cleaning, outlier detection and removal, feature engineering, dimensionality reduction, gridsearchcv for hyperparameter tunning, k fold cross validation etc. Technology and tools wise this project covers, 1) Python 2) Numpy and Pandas for data cleaning 3) Matplotlib for data visualization 4) Sklearn for model building 5) Jupyter notebook, visual studio code and as IDE 6) Python flask for http server 7) HTML/CSS/Javascript for UI