Machine Learning Lecture Notes

This repository contains implementation of the related article that was written as a part of Machine learning course at the Faculty of Computer and Information Science at the University of Ljubljana. In the article I describe how decision trees can be used to predict result of League of Legends game by using statistic data of previous games.

comparative study of data mining techniques in health care for heart disease

Mini Data Science projects using the various Data Science tools and Machine Learning algorithms I learnt - Pandas, Seaborn, Numpy, Linear Regression, K Nearest Neighbour, , Decison Trees and Random Forest

Data science course at FIT CTU

Health insurance cost prediction according to patient parameters using machine learning algorithms

Implementation of Decision Tree Algorithm using Python, Pandas, and NumPy without using any off the shelf library usi

Modelos de classificação de risco de crédito usando algoritmos de Métodos Ensemble

Julia Decision Tree Algorithms for Regression

This is a model that predicts the property prices based on the fed data.

Machine Learning Algorithms & Data Manipulation with Python A collection of machine learning algorithms and data manipulation techniques using Python and Scikit-learn. Covers regression, classification, clustering, and neural networks, using real email and NSL-KDD datasets for practical applications.