Projects
2025
Predicting Short-Term Rent Prices in London UK
··1124 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.
2024
Using Computer Vision to Recognize Different Dog Breeds
··714 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
··1126 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.
2023
Predicting the Survival of Patients With Heart Failure
··1034 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.
2022
Recommendations from the Facebook Metrics Data Set
··1587 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.
2021
Determining the Causes of Diabetes Readmissions in Hospitals
··2063 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.
2020
Predicting Earthquake Damage With Ensemble Learners
··982 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
··346 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
··311 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
··715 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.