PyCon APAC 2022 共同筆記 === - [Welcome to PyCon APAC 2022！](/@pycontw/SyFIvuGRc) - [PyCon APAC 2022 Official Website](https://tw.pycon.org/2022/zh-hant/) [target=_blank] - [HackMD 快速入門](https://hackmd.io/s/BJvtP4zGX) - [HackMD 會議功能介紹](https://hackmd.io/s/BJHWlNQMX) # 9/3 ## 09:00 ~ 10:00 (Keynote) - @R0、R1、R2、R3 🔸[Protecting the Collective Good - Dustin Ingram](https://hackmd.io/@pycontw/rJyc8aQJj) ## 10:10 ~ 10:40 - @R0 [從開放數據閱讀台灣能源 - 數據探索、模型預測和風險評估 - 傅群](https://hackmd.io/@pycontw/B1b9L6Xkj) - @R0 [Distributing your pandas ETL job using Ray and Modin - Andrew Li](https://hackmd.io/@pycontw/H1NcUpQki) - @R0 [Practices of Building Trustworthy Data Pipeline - Tim](https://hackmd.io/@pycontw/S1DcUpQ1j) - @R1 [Use Raspberry Pi Pico + Python to provide good value on technology education in middle school - Milo Chen](https://hackmd.io/@pycontw/SkcqIpQko) ## 10:10 ~ 11:40 (Tutorial) - @R3 [90 分鐘帶你用 Brownie 上架 NFT - Eason Chen (陳怡升)](https://hackmd.io/@pycontw/Hy1oU67Jo) ## 10:45 ~ 11:15 - @R0 [Building large scale data pipelines by Apache Airflow - 黃泰瑋 (Tai-Wei Huang)](https://hackmd.io/@pycontw/SyzsUaXJs) - @R0 [Python Design Patterns - Max Lai](https://hackmd.io/@pycontw/H1NiUaQJo) - @R1 [Hacking and Securing Machine Learning Systems and Environments - Joshua Arvin Lat](https://hackmd.io/@pycontw/Hyvj8pmJs) - @R2 [Code coverage through unit tests running in sub-processes/threads: Locally and automated on GitHub - Saransh Chopra](https://hackmd.io/@pycontw/rkcoIaXJi) ## 11:25 ~ 11:55 - @R0 [實現超自動化的驗證碼辨識 - 何信賢](https://hackmd.io/@pycontw/rk0o8aQ1s) - @R0 [AI 認注音：使用huggingface framework建構開源標音系統g2pW - 陳宜昌](https://hackmd.io/@pycontw/H1xh8aQks) - @R0 [鄉民如何用Python協作貢獻天文教育 - 蘇羿豪](https://hackmd.io/@pycontw/S1QnIpmJo) - @R1 [Type erasure in Python - Kir Chou](https://hackmd.io/@pycontw/ry83L67Js) - @R2 [[**Cancelled**] From snippet to project – building an analysis and visualization tool for an unusual data type - Claire Chung](https://hackmd.io/@pycontw/BJY3Lp7Jj) ## 12:55 ~ 13:25 - @R0 [在IC產業中寫python 是一種什麼樣的體驗？ - 吳啟聖](https://hackmd.io/@pycontw/Bys2IpmJj) - @R0 [From Data Pipeline to Airflow - the Obstacles in Our Migration - 莊鐵鴻](https://hackmd.io/@pycontw/rya2U67Jj) - @R0 [Play Digital Signal Processing with Python (using SigmaDSP) - Wei Lin](https://hackmd.io/@pycontw/SyyTLTmyi) - @R1 [Revisit Python from statements and PEG - nikkie](https://hackmd.io/@pycontw/SyWp86XJo) - @R1 [REST API request payload validator as a decorator - Sammy Wen](https://hackmd.io/@pycontw/HkrTI6XJo) - @R1 [Demystifying Python's Internals: Diving into CPython by implementing a pipe operator - Sebastiaan Zeeff](https://hackmd.io/@pycontw/SyOpLpmkj) - @R2 [Finding the Perfect Shift Schedule - Shung-Hsi Yu](https://hackmd.io/@pycontw/rJ5aL67yo) - @R2 [Real-time browser-ready computer vision apps with Streamlit - Yuichiro Tachibana](https://hackmd.io/@pycontw/HkTp86XJs) ## 13:05 ~ 14:35 (Tutorial) - @R3 [Effective ways to scale-up and maintain your Web Crawling project using Scrapy and its ecosystem of tools. - Kevin Lloyd Bernal](https://hackmd.io/@pycontw/ryg0L67ys) ## 13:30 ~ 14:00 - @R0 [Building Customized Async Web Protocol from AsyncIO (Python): Exploring the low-level APIs Protocol and Transport - 姜韋辰](https://hackmd.io/@pycontw/B17AUTXks) - @R0 [數據團隊守護神-DQT - 楊擇中](https://hackmd.io/@pycontw/rJrRUaQJs) - @R0 [Integrate Schema Registry & Kafka in Python to Build Streaming Processing - Mars Su](https://hackmd.io/@pycontw/BkwCLT7Ji) - @R1 [TasteGram: An Image Assessment App Built with TensorFlow & Python - John](https://hackmd.io/@pycontw/BJcR8pmki) - @R1 [Implement Shion(詩音) from SingaBitofHarmony(讓我聽見愛的歌聲) with Python - nikkie](https://hackmd.io/@pycontw/HknC8amkj) - @R2 [Fantastic NLU: Loki, SymPy and the Solver to Math Word Problems - PeterWolf](https://hackmd.io/@pycontw/HyCRLpQyi) - @R2 [Python for the Unsolvable: Machine Learning Applications in Chaos Theory - Srivatsa Kundurthy](https://hackmd.io/@pycontw/ryxkv6m1j) ## 14:05 ~ 14:35 - @R0 [醫療影像AI產品落地挑戰與持續優化的歷程分享 - 陳穗碧](https://hackmd.io/@pycontw/rJzkw6Qko) - @R0 [Using Python to interpret your genetic testing data - DailyGold999](https://hackmd.io/@pycontw/HJ4kPaXyj) - @R0 [Building an Arena for AI Warriors - Pei](https://hackmd.io/@pycontw/ryIyv6XJs) - @R1 [Python under a microscope: Scanning Tunneling Microscopy, image processing, feature recognition and extraction of statistics - Hsu-Kai Cheng](https://hackmd.io/@pycontw/r1O1wpmyo) - @R1 [From Field to the Cloud: A Geo Person's Python Toolchain - Ian Panganiban](https://hackmd.io/@pycontw/Bka1vT7Jo) - @R1 [Enhancing Documentations on Sphinx with the Power of Extensions - Renaldi Gondosubroto](https://hackmd.io/@pycontw/B1nqUTQ1s) - @R2 [Exploring Network Clusters in Python - Anand S](https://hackmd.io/@pycontw/HJ-lvT7Ji) - @R2 [Run Bokeh in back-end, draw real-time charts to front-end, and make data scientists happy - Ko Ko](https://hackmd.io/@pycontw/B1zev6Xkj) ## 14:40 ~ 15:40 (Keynote) - @R0、R1、R2、R3 🔸[Changing the world, one PyCon at a time (Ver. 2022) - Iqbal Abdullah](https://hackmd.io/@pycontw/r14xP6Qks) # 9/4 ## 09:30 ~ 10:30 (Keynote) - @R0、R1、R2、R3 🔸[圖機器學習及其應用 - 李政德教授](https://hackmd.io/@pycontw/SJLxv6mki) ## 10:35 ~ 11:05 - @R1 [Make your photos better by image denoising - 蘇嘉冠 (Jia-Kuan, Su)](https://hackmd.io/@pycontw/S1tgw6Xki) - @R1 [Data Oriented Programming with Python - Doni Rubiagatra](https://hackmd.io/@pycontw/HJhevT7Jj) - @R2 [Writing secure code in Python - Yan Orestes](https://hackmd.io/@pycontw/S1CeDpXJj) - @R2 [A Cross-Platform Pure Python Declarative UI Framework - Yasushi Itoh](https://hackmd.io/@pycontw/SkeZvTX1j) ## 10:35 ~ 12:05 (Tutorial) - @R3 [Pika Pika！RabbitMQ 簡介 x Python 實作 - 張仲樸](https://hackmd.io/@pycontw/rkf-D67Jo) ## 11:15 ~ 11:45 - @R0 [[**Cancelled**] PRIMM: An effective model for teaching Python - Gajendra Deshpande](https://hackmd.io/@pycontw/HkHbD6Q1i) - @R1 [Molecular Dynamics is no longer scary with Python! Learn to do it yourself with FIRE and LAMMPS. - David Mikolas](https://hackmd.io/@pycontw/rJ9-wp7Js) - @R2 [Big Models, Small Pitfalls: My random walk towards building sequence-to-sequence models - Shreya Khurana](https://hackmd.io/@pycontw/rkh-wTXyi) ## 12:45 ~ 13:15 - @R0 [AI產品開發維運(MLOps)之迭代歷程分享 The Journey of AI Product Development and Improvement - 張仲樸、黃奕鳴](https://hackmd.io/@pycontw/HJCWPpXko) - @R0 [Continuous High Volume of Data Exporting From BigQuery - Yung- Chun Lu](https://hackmd.io/@pycontw/Hyxfwpmyi) ## 13:05 ~ 14:35 (Tutorial) - @R3 [[**Cancelled**] Three Musketeers: Sherlock Holmes, Mathematics and Python - Gajendra Deshpande](https://hackmd.io/@pycontw/rkzGwaXJo) ## 13:25 ~ 13:55 - @R0 [Python在機器學習AI遊戲平台-PAIA的實作與應用 - 邱文淇](https://hackmd.io/@pycontw/r1VGDT71j) - @R1 [When is an exception not an exception? Using warnings in Python - Reuven M. Lerner](https://hackmd.io/@pycontw/BkUzP6Xyj) - @R1 [Function dissection lab -- learn how functions work by examining their innards - Reuven M. Lerner](https://hackmd.io/@pycontw/rJdGvpX1j) ## 14:05 ~ 14:35 - @R2 [The Emergence of Community and How to Initiate It - Taihsiang Ho (tai271828)](https://hackmd.io/@pycontw/HkqMv6QJi) - @R2 [Python in GNU/Linux Distributions, Debian, and Ubuntu - Taihsiang Ho (tai271828)](https://hackmd.io/@pycontw/HknGDa7Ji) ## 14:40 ~ 15:40 (Keynote) - @R0、R1、R2、R3 🔸[Introducing Incompatible Changes in Python - Victor Stinner](https://hackmd.io/@pycontw/B1yXvTQ1o) ## 16:45 ~ 17:45 (Keynote) - @R0、R1、R2、R3 🔸[Failure - Kushal Das](https://hackmd.io/@pycontw/HJbXPTQyi) # Without Q & A session - [Trojan Source Code - Can we trust open-source anymore? - Cheuk Ting Ho](https://hackmd.io/@pycontw/ryO9Amwki)
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