Scikit-Learn

Evaluating Student Performance in Higher Education

27 August 2025·Updated: 11 November 2025·1668 words·8 mins

A project on the evaluation of student performance in higher education using machine learning operations procedures and technologies.

Predicting Short-Term Rent Prices in London UK

3 May 2025·Updated: 10 November 2025·1107 words·6 mins

Regression Prediction Scikit-Learn Projects

How to predict short term rental prices in London UK using a custom data set from Inside AirBNB and other data sources.

Predicting the Survival of Patients With Heart Failure

20 December 2023·Updated: 25 February 2024·1027 words·5 mins

Machine Learning Projects Scikit-Learn Classification Docker

Machine learning can predict the survival of patients with heart failure from serum creatinine blood levels and heart ejection fraction alone.

How to Choose the Right Estimator

12 March 2023·Updated: 4 August 2023·3642 words·18 mins

Scikit-Learn Blog

Frequently the hardest part of solving a machine learning problem is finding the right estimator for the job.

Recommendations from the Facebook Metrics Data Set

6 September 2022·Updated: 20 January 2024·1579 words·8 mins

Regression Scikit-Learn Projects

The focus of this analysis is to build a predictive tool that strives to determine the features of posts that are likely to cause user engagement on social media.

Determining the Causes of Diabetes Readmissions in Hospitals

30 January 2021·Updated: 3 May 2024·2054 words·10 mins

Classification Scikit-Learn Projects

This data analysis generates a predictive model that can forecast the agents that may be responsible for unplanned hospital readmissions of people affected by diabetes.

Predicting Earthquake Damage With Ensemble Learners

10 November 2020·Updated: 3 August 2023·975 words·5 mins

Classification Scikit-Learn Projects

This project aims to understand which distinct conditions and characteristics were to blame for the buildings that sustained the most damage from the massive 2015 Gorkha earthquake in Nepal.