https://github.com/csfelix/data-science-mental-maps

🐍 Mental Maps Related to Contents in Data Science 🐍

computer-vision cross-validation data-preparation data-science data-transformation deep-learning encoder feature-engineering imputation machine-learning normalization one-hot-encoder ordinal-encoder pickle pipelines python scale shap-values standardization xgboost

Last synced: 28 Apr 2025

https://github.com/shaadclt/ipl-win-probability-predictor

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.

column-transformer logistic-regression one-hot-encoder

Last synced: 10 Apr 2025

https://github.com/tynab/machine-learning-overview

CyberSoft Machine Learning 03 - Overview

elasticnet-regression jupyter-notebook k-nearest-neighbours knn knn-classification label-encoder lasso-regression linear-regression logistic-regression machine-learning matplotlib numpy one-hot-encoder ordinal-encoder pandas ridge-regression scikit-learn scipy seaborn sklearn

Last synced: 28 Mar 2025

https://github.com/latiefdatavisionary/feature-engineering-college-task

feature feature-engineering feature-extraction feature-selection one-hot-encoder one-hot-encoding

Last synced: 30 Mar 2025