Kaggle Competition - Analysis and prediction of PUBG players' finishing placement based on their final stats

Compared the mean square error and R-Square value using linear model, Lasso and ridge regression

This is a tutorial for Kaggle competition, Titanic Machine Learning From Disaster

Experiment replication of Rahman Pujianto master thesis research (Universitas Indonesia, 2017)

Wrapper method is part of feature selection in machine learning

Predicting the development of Psoriatic Arthritis using Feature Selection and Locally Linear Embedding

A ML library wrapper with the philosophy of fast.ai

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

We will construct a model describing the price of the properties in function of some of the features described in the dataset.

Predicting the Contraceptive Method Choice of a Woman Based on Demographic and Socio-economic Characteristics - The objective of this study is to to predict the contraceptive methods (no use, long-term methods, or short-term methods) of a woman based on her demographic and socio-economic characteristics. A data-set of 1473 married women with the…

A collection of projects as part of the Data Science Masters Program at GreyAtom EduTech Pvt Ltd

Supervised and unsupervised algorthimn analysis on APS Failure at Scania Trucks Dataset

BoomBikes wants to understand the demand for shared bikes among the people after this ongoing quarantine situation ends across the nation due to Covid-19.

Feature Engineering, Feature Selection, Handle Imbalanced Data, Hyperparameter Tuning, Feature Scaling, Outliers Treatment

Predicting the success or not of a restaurant.

Predict the vehicle price from the open source Auto data set using linear regression. In this data set, we have prices for 205 automobiles, along with other features such as fuel type, engine type,engine size,etc.

Polycystic Ovary Syndrome (PCOS) is a widespread pathology that affects many aspects of women's health, with long-term consequences beyond the reproductive age. The wide variety of clinical referrals, as well as the lack of internationally accepted diagnostic procedures, have had a significant impact on making it difficult to determine the exact…