Finally built my first Machine Learning based project, It took almost 2 weeks to learn, understand, built and deploy the House Price Prediction Project, understood the basics of Machine Learning, what all I leaned while making this Project is mentioned below:
- Learnt about basic steps in a regression based Ml algoithm, these are:
- Exploratory Analysis
- Visual Analysis
- Pre-Processing
- Data Transformation
- Create ML model
- Train and Evaluate model
- Learnt to deploy the project as webpage/webpage on an online server.
- Learnt few linux commands as well which are wget, ssh etc
- Got amazing resources for creating a project from scratch till deploying it.
- Explored various aspects of get/post requests, domains and sub domains.
The Project is working at houseprediction.pranavkhurana.me
You can also access the source code of my project in my repository, House-Price-Predictor