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

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.

House Price Prediction using Gradient Descent Algorithm || Linear Regression

These are a couple katas attempting at solving the N Queens problem set using diffrent algorithms and huristics.

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

Covid Vaccination Regression Prediction

🏃♂️ Predict calories burnt with a machine learning model that analyzes personal data and exercise metrics for accurate estimations.

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.

some option technics within python and R