ISM 3 _GROUP 08

PYTHON BASICS

• python stuff
• Numpy

LINEAR REGRESSION

TASK 1

1. For simple_linear regression it is a model that will project the profits of establishing a restaurant in a given restaurant in a city with a given population to help you in the decision making process.

2. For multiple_linear regression there are Two Tasks solved;

   TASK 2

   • The aim of this task is to build a model which predicts sales based on the money spent on different platforms such as TV, radio, and newspaper for marketing by using Simple Linear Regression and Multiple Linear Regression.

   TASK 3

   • The objective is to train a ML regression model that can accurately predict the insurance costs for a given individual.

A CLASSIFICATION TASK CONCERNING MOBILE PRICE PREDICTION

• The Task requires for the usage of atleast 5 appropriate Machine Learning Algorithms in prediction for the Price of Mobile Phone.
• referral data: https://www.kaggle.com/datasets/iabhishekofficial/mobile-price-classification/data

SOLUTIONS ARE AVAILABLE BENEATH THE TASK CONCERNED