Projects

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.

Using Computer Vision to Recognize Different Dog Breeds

12 May 2024·Updated: 28 June 2024·728 words·4 mins

Computer Vision Deep Learning Classification Projects Tensorflow

How to create an image classifier of dog breeds using a dataset with 20,580 images of 120 breeds from around the world.

A Forecasting Analysis of Inventory Costs

20 March 2024·Updated: 9 September 2024·1125 words·6 mins

Time Series Pandas Prophet Projects

Time series analysis can play a import role for companies to predict the optimal level of future inventory stock.

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.

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.

Bicycle Use Visualization With Bokeh

22 August 2020·Updated: 27 March 2023·344 words·2 mins

Bokeh Projects

I’ve dedicated some time to build an interactive scatter plot with Bokeh to show the average weekday traffic of public city bicycles in London UK in 2019.

Public Bicycle Use in London During COVID Lockdown

31 July 2020·Updated: 26 February 2024·308 words·2 mins

Matplotlib Sql Projects

Using the public cycling data made available by TfL, I show the monthly cycling usage for the first five months of 2019 and 2020, which displays the change in cycling habits before and during the COVID lockdown.

Bicycle Share Use in London UK

14 June 2020·Updated: 21 May 2025·710 words·4 mins

Matplotlib Sql Projects

This interesting project in exploratory data analysis shows the bicycle usage by London city residents for 2019, using data that is freely available for public consumption on the TfL web site.