Lowri WilliamsinTowards Data Science🗣️WordNet: A Lexical Taxonomy of English WordsWhat is WordNet and why is it useful?·6 min read·Jan 26, 2021--1--1
Lowri WilliamsinTowards Data Science🗣️ Sentiment Analysis: Aspect-Based Opinion MiningAn investigation into sentiment analysis and topic modelling techniques.·8 min read·Oct 27, 2020--4--4
Lowri WilliamsinTowards Data Science🗣️ Sentiment Analysis: Idioms and their ImportanceAn investigation into the role of idioms in sentiment analysis·9 min read·Sep 23, 2020----
Lowri WilliamsinTowards Data Science📱Adversarial Attacks on SMS Spam DetectorsExploring how adversarial learning can be used to target SMS spam detectors using Jacobian-based Saliency Map attacks.·7 min read·Aug 19, 2020--1--1
Lowri WilliamsinTowards Data Science🦠 Coronavirus: Using Machine Learning to Triage COVID-19 PatientsAnalysing and classifying real patient cough sounds·7 min read·Jul 31, 2020--5--5
Lowri WilliamsinTowards Data Science🗣️ Topic Modelling: Going Beyond Token OutputsAn investigation into how to assign topics with meaningful titles·9 min read·Jul 16, 2020--4--4
Lowri WilliamsinTowards Data Science🏉 Predicting the Scores of the Postponed 2020 Rugby Six Nations MatchesAccessing and analysing Six Nations Rugby data, as well as predicting the scores of the remaining postponed matches·12 min read·Jun 14, 2020----
Lowri WilliamsinTowards Data Science🎶 Spotify Sentiment AnalysisApplying sentiment analysis to song lyrics from your Spotify playlist.·16 min read·May 20, 2020--2--2
Lowri WilliamsinTowards Data Science🦠 Coronavirus: A Data Scientist’s PerspectiveAnalysing and visualising coronavirus data·9 min read·May 20, 2020--1--1