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ADS_Teaching
ADS_Teaching PublicForked from TZstatsADS/ADS_Teaching
Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of fr…
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Linear-Regression
Linear-Regression PublicProject 1 in Columbia University. Conducted a detailed linear regression study on cross-sectional dataand time-series data , employing methods like OLS/WLS for analytical insights.
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Shiny-App-Development
Shiny-App-Development PublicProject 2 in Columbia University. Created the baseline of the shiny app, defining the UI and the server along with the baseline for the visualizations Engineered a Shiny web application featuring h…
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Label-Noise-and-Correction
Label-Noise-and-Correction PublicProject 3 responsible for project coding part, baseline model, Model I & II, also as presenter, make the PowerPoint. Mitigated noisy label in the CIFAR-10 dataset by developing Convolutional Neural…
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Red-Bull-Matches-Analysis
Red-Bull-Matches-Analysis PublicPart 1: Analyzing correlation with each variables that influence on NYRB’s match. Part 2: Analyzing the game content through on-field data.
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