Scott DudaIdentifying and Addressing Multicollinearity in Regression Analysis10 min read·Oct 14, 2022----
Scott DudaCategorical Clustering of Pittsburgh Car Accidents Using K-ModesCluster analysis, or clustering, refers to the segmentation of items or observations into groups based on their similarity to one another…26 min read·May 7, 2021----
Scott DudaPredicting Energy Consumption (Part 2)In Part 1 of this article, we looked at some introductory topics in the domain of time series analysis. Topics covered in Part 1 included…14 min read·Feb 19, 2021----
Scott DudaCommon Evaluation Metrics for Regression AnalysisChoosing an evaluation metric to assess model performance is an important element of the data analysis pipeline. By properly selecting an…10 min read·Jan 14, 2021----
Scott DudaFine-Tuning Language Models for Sentiment AnalysisSentiment analysis refers to classification of a sample of text based on the sentiment or opinion it expresses. Whenever we write text, it…12 min read·Dec 23, 2020----
Scott DudaGenerating an Edgar Allan Poe-Styled Poem Using GPT-2Project Description10 min read·Nov 1, 2020----
Scott DudaAudio Analysis: How to Impress (or Disappoint) PitchforkPitchfork is an online music review website that has been actively reviewing albums and individual songs since the mid-90's. The site…21 min read·Oct 16, 2020----
Scott DudaUrban Environmental Audio Classification Using Mel SpectrogramsThis article provides a basic introduction to audio classification using deep learning. We will build a Convolutional Neural Network (CNN)…16 min read·Sep 10, 2020--1--1
Scott DudaPredicting Energy Consumption (Part 1)An Introduction to Time Series Analysis and Forecasting Using Python21 min read·Aug 27, 2020----
Scott DudaSan Francisco Crime ClassificationUsing Spatial and Temporal Data to Predict Crime Categories12 min read·Jul 28, 2020----