README.md

𝗛𝗶, 𝘁𝗵𝗲𝗿𝗲

I'm Jace Yang, a data science graduate student at Columbia. My career pursue is towards becoming a "full stack data analyst" 💪.

My GitHub info:

Below are the DS projects I have done! (In English｜Chinese format 😄

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📘 Learning Notes｜学习笔记

• 📒Full-stack DA notebook｜ML/DL/DE/DA全能选手养成ing

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📇 DA Projects｜数据分析与可视化项目

• 🚗EV Cars Customers Insight Report｜新能源汽车消费者洞察

• 🏠China Real Estate Market Analysis｜中国房价数据分析

• 🏦Bank Marketing Analysis｜商业银行客户营销分析

• 🎬IMDB Movie Scores Evaluation｜全球电影历史票房与评分可视化

• 🌧️Raincloud plot tutorial｜云雨图可视化技巧教程

📊 DS Project｜数据挖掘与建模项目

• 🪧AD Click Fraud Detaction｜广告点击中的舞弊甄别

• 📈Economy Time Series Prediction｜宏观时间序列建模

💾 DE Project｜数仓与数据ETL项目

• 🍱Yelp Fullstck-clone Web APP｜海外版大众点评前后端全栈

  • 🍱Yelp Spark Data-mining｜PySpark数据挖掘Yelp数据集

🧙‍♂️ DL Project｜深度学习项目

• 🪄BERT Pruning&Layer Drop｜BERT剪枝与模型简化分析