In this Kaggle competition, I used feature engineering and ensemble methods to improve the algorithm that performed as one of the top teams in the private leaderboard. Read more about the process here.
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Peek
InfoCamp is a 2-day event held by UC Berkeley, School of Information, featuring an Idea-thon and speaker series. This year’s theme is “Our Data/ Our Selves” to draw attention to the ownership and distribution of data as AI and machine learning technologies can be applied to causes that bring controversies. The real-world challenge tackled in…
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Shiny App Text Analysis of R Package Names
Using R, I built a shiny app to visualize the analysis performed on the titles and names of various R packages—this text analysis involved using dplyr, stringr, ggplot2, and other packages. The titles and names were inspected based on the letter case, containing numbers, dots, and the above mixture. Video Walkthrough available here
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