๐ป I use these programming language...- Python
๐ - Machine Learning (scikit-learn, xgboost, catboost, etc.)
- Deep Learning (tensorflow, pytorch)
- Web Crawler (requests, aiohttp, selenium, lxml, etc.)
- Frontend (streamlit, flask) - beginner level
- Concurrency Programming (multiprocessing, asyncio)
- OOP concepts
- SQL
๐ฉโ๐ป - group by, join, union, window function - DAX
๐ - basic usage - SAS
๐งฎ - a little little...bit๐
- Python
๐๏ธ I have participated the following competitions...- Top 5% (28/467) in Classification competition
- Top 23% (77/327) in Sentiment Analysis competition
- Top 60% (1559/2618) in Time Series competition
๐ผ I have some experience in Data related fields...- Data Engineering
๐ ๏ธ - Apache Airflow, Apache Spark, SSIS - Machine Learning
๐ค - Classification, Regression, Time Series, Feature Engineering, Feature Selection, Imbalanced Data - Deep Learning
๐ง - Image Recognition, Sentiment Analysis, Transfer Learning & Fine-tuning - Web Crawler
๐ท - Dynamic Crawler, Asynchronous Crawler - Data Visualization
๐ - Power BI, Tableau - Cloud Services
โ๏ธ - GCP - Databases
๐ญ - Microsoft SQL Server, MySQL & MariaDB, PostgreSQL, ClickHouse - DevOps
๐ณ - Git, Docker, Heroku
- Data Engineering
๐ How to reach me
ytchen175 Goto Github PK
Type: User
Bio: Also a GenAI enthusiast ๐ค
Location: Taiwan