這個週末就是 PyCon APAC 2022 了，總計有 5 場 keynote speeches 以及 51 場 talks。在與同事一起研究今年的議程內容，盤算著自己的 story points 要點在哪幾場，順手先把掃過第一遍的「感覺清單」給列下來…
- Building an Arena for AI Warriors ; Application; Kaggle, data game, machine learning api;
- Python Design Patterns ; Python Core; design patterns, Peter Norvig, Python; Taichung.py
- Demystifying Python’s Internals: Diving into CPython by implementing a pipe operator ; Python Core; CPython, C;
- REST API request payload validator as a decorator ; Python Core; decorator, Cerberus;
- Building large scale data pipelines by Apache Airflow ; Database; Airflow, data pipeline;
- Make your photos better by image denoising ; Graphics; DnCNN, image processing;
- Real-time browser-ready computer vision apps with Streamlit ; Other, Streamlit, CV, OpenCV; WebRTC;
- Practices of Building Trustworthy Data Pipeline ; Testing; data pipeline, Airflow, PostgreSQL;
- Hacking and Securing Machine Learning Systems and Environments ; Security; machine learning, PyTorch, TensorFlow;
- Data Oriented Programming with Python ; Best Practices & Patterns; OOP, DOP;
- Continuous High Volume of Data Exporting From BigQuery ; Application; pub/sub, BigQuery;
列完後的心得：Multimedia, CV, Graphics 的內容如果能多一點，會更有意思 ;)