Ed Dudeiko

K-Nearest Neighbors (KNN) is one of the simplest yet most effective machine learning algorithms. It works on the intuition that similar data points tend to have similar labels. While it can be used for both classification and regression tasks, it’s most commonly applied to classification problems. [Read More]

While working on this project, I couldn’t find the Spotify API calls I needed. At the time, I was looking for the following: [Read More]

You can explore how climate has changed over the years using this interactive Plotly map. By hovering over any country and moving through the timeline, you can see how average temperatures have changed across the globe. Deployed Heroku app can be found here Link to GitHub here [Read More]

I explored feature importance visualization using the heart disease dataset, which you can find here. My final project can be read on Medium. If you’re more interested in seeing the source code, please visit my GitHub page. I’ve also deployed the project here. Please be patient, though—the Heroku app takes... [Read More]

For this project, I used the Miami-Dade County Open Data Hub. After exploring various datasets, I decided to analyze the Sexual Predator dataset. You can find my complete analysis here.