Machine Learning and AI course by ICT Academy of Kerala include projects like BigMartSalePrediction, Rock_vs_Mine_Prediction, Breast Cancer Classifiation, diabetes prediction, Calories Burnt Prediction, HousePrediction, calorie_Prediction

Build a Neural net from scratch without keras or pytorch just by using numpy for calculus, pandas for data loading.

House Price Prediction using Gradient Descent Algorithm || Linear Regression

This project uses linear regression with gradient descent to predict profit based on customer numbers. It includes data visualization, cost computation, and optimization, with an option to extend to multivariate regression. The implementation is in Python.

some option technics within python and R

Create a simple, univariate linear regression model that predicts the salary from a person's experience (measured in years), using the gradiant descent algorithm.

A little leap into the big world of Ai (Just a personal Framework for gradiant descent algorithm)

This project presents an approach to solving the Vehicle Routing Problem (VRP) using various metaheuristics. It explores the creation of efficient delivery routes to serve customers while respecting specific constraints, implementing algorithms such as Tabu Search, Simulated Annealing, and Gradient Descent.