Indian properties prediction

Indian Properties Price Prediction

Machine Learning project for predicting property prices in India based on features such as **location, property size, number of bedrooms, bathrooms, and other property attributes**.

Project Work

* Data Collection & Exploration

* Data Cleaning & Missing Values Handling

* Exploratory Data Analysis (EDA)

* Data Preprocessing

* Categorical & Numerical Feature Processing

* Feature Engineering

* Machine Learning Model Training

* Regression Model Comparison

* Model Evaluation & Performance Analysis

* Building a Prediction Pipeline for New Properties

Technologies & Skills

Python • Pandas • NumPy • Matplotlib • Seaborn • Scikit-learn • Data Cleaning • EDA • Feature Engineering • Machine Learning • Regression • Model Evaluation**

Project Goal

The main goal of the project is to build a reliable Machine Learning model capable of **estimating property prices based on the characteristics of a property**.