PROJECTS

PROJECT 1

Title: Real Estate Price Prediction using Linear Regression

Industry: Real Estate

Description: The goal of this Use-case is to make property

price predictions using Real Estate data. The dataset

contains the of the price of apartments and various

characteristics of the property. Based on this data, decide

on the price of new properties.

PROJECT 2

Title: Loan Prediction using Logistic Regression & Decision

Tree

Industry: Finance

Description: The goal is to build a classification model to

predict if a loan is approved or not. Dataset contains

demographic information like age, income etc. of various

customers. Based on this, predict for a new customer

whether loan will be approved or not

PROJECT 3

Title: Student’s Performance Prediction using KNN & Naïve

Bayes

Industry: Education

Description: The goal is to build a classification model to

predict student’s performance from various characteristics

associated with student’s academics

PROJECT 4

Title: Handwritten digit recognition using Decision Tree

&Random forest

Description: Dataset contains various pixel values of

handwritten digits between 0 to 9. The goal is to build a

classification model to predict the digit from its pixel

values.

PROJECT 5

Title: Amazon fine food review-Sentiment Analysis

Industry: Amazon

Description: The analysis is to study Amazon food review

from customers and try to predict whether a review is

positive or negative. The dataset contains more than 500k

reviews with number of upvotes and total votes to those

comments