🐍 Mental Maps Related to Contents in Data Science 🐍

The IPL Win Probability Predictor is a web application built using Streamlit. It uses a machine learning model to predict the probability of a team winning an IPL match based on various factors such as batting team, bowling team, host city, target, score, overs completed, and wickets.

CyberSoft Machine Learning 03 - Overview

Salary prediction web application created using machine learning algorithms

machine learning project

Student Performance Predictor is an end-to-end machine learning project that implements a complete predictive modeling pipeline. It analyzes the impact of demographic, socioeconomic, and academic factors on student mathematics performance, performing data preprocessing, feature engineering, regression modeling (Linear, Ridge, Lasso, Random Forest,

- Fundamentos de Estadística matemática. - Conceptos clave de Machine Learning. - Desarrollo de modelos y Algoritmos. -Proceso EDA y preprocesamiento de datos. -Tratamiento de Outliers y NaN. -Estandarización y Codificación de características para un modelo. - Entrenamiento de Modelo de ML. -Desarrollo de una APP a partir de un modelo.