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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 frustration, etc).
Project 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 Network (CNN) architectures and implementing extensive data augmentation to improve model robustness and generalization, resulting in accuracy to 74.4%
Project 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.
Part 1: Analyzing correlation with each variables that influence on NYRB’s match. Part 2: Analyzing the game content through on-field data.
Project 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 heatmaps for visualizing disaster types and COVID -19 case distributions, enabling state specific and temporal data analysis.
Internship assignment
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.