PinnedNavoda SenavirathneData Collection for Housing Price Prediction in Sweden (Part I)Anyone who has lived in Sweden and tried to buy a house by bidding knows how gut-wrenching it is. Most of all when you do not have a clear…Nov 17, 2022Nov 17, 2022
Navoda SenavirathneStatistical Analysis of Audio Features to Demystify Songs' PopularityIn the previous article, we gathered audio features of different music tracks along with their popularity and genres using Spotify's web…Jan 20, 2023Jan 20, 2023
Navoda SenavirathneAnalyzing EU's Vehicle Registration Data with PySparkThis article aims to provide a brief account of an exploratory data analysis task I carried out concerning passenger vehicle registration…Jan 9, 2023Jan 9, 2023
Navoda SenavirathneMusic Genre Prediction Using Audio FeaturesThis article aims at performing exploratory data analysis on music genre data collected via Spotify's web API. Read the previous article…Dec 12, 2022Dec 12, 2022
Navoda SenavirathneUsing Spotify API for Data CollectionThis article aims to explain how to use Spotify's web API for music data collection. More specifically, we want to collect the audio…Dec 12, 2022Dec 12, 2022
Navoda SenavirathneDeploying ML Models on PythonAnywhere for FreeIn a previous article, we discussed deploying a machine learning (ML) model as a Python Flask application for a housing price prediction…Nov 29, 2022Nov 29, 2022
Navoda SenavirathneDeploying Machine Learning ModelsOnce a machine learning (ML) model is trained and evaluated for its performance the next stage of model deployment and maintenance starts…Nov 25, 2022Nov 25, 2022
Navoda SenavirathneRegression for Housing Price Prediction in Sweden (Part II)This article contains performing exploratory data analysis (EDA) on housing sales data in Sweden followed by training a regression model…Nov 18, 2022Nov 18, 2022
