Projects
Predicting Short-Term Rent Prices in London UK
··1104 words·6 mins
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
··728 words·4 mins
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
··1125 words·6 mins
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
··1027 words·5 mins
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
··1579 words·8 mins
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
··2054 words·10 mins
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
··975 words·5 mins
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.
Public Bicycle Use in London During COVID Lockdown
··308 words·2 mins
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.