Here are some of my talks with slide & code resources, mostly as a Google Developers Expert in Machine Learning. Please feel free to download, use and adapt these resources with appropriate credit and a link to this site. For commercial usage, please contact me first before using them.

Talks and Codelabs

• Mar. 2024 - Google Developers Group Community Talk, Introduction to Deep Learning [Slide]
• Aug. 2023 - Google Developers Group Community Talk & ByteDance Talk, Introduction to Large Language Models [Slide]
• Dec. 2020 - Google Developers Group DevFest Shenzhen & Fuzhou, Hybrid Quantum-Classical Machine Learning with TensorFlow [Slide] [Tutorial]
• Dec. 2020 - Google Developers Group DevFest Dongguan & Fuzhou, Reinforcement Learning with TensorFlow [Slide] [Tutorial]
• Dec. 2019 - Google Developers Group DevFest Shenzhen & Zhuhai, Getting Started with TensorFlow 2.0 [slide]
• Apr. 2019 - BigAI Deep Learning Practice: A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network [slide]
• Apr. 2019 - Google Women Techmakers 2019 Beijing, A Concise Codelab of TensorFlow [slide]
• Mar. 2019 - TensorFlow Dev Summit 2019 Recap Beijing [slide]
• Nov. 2018 - Google Developer Group DevFest Shanghai, A Concise Codelab of TensorFlow [slide]
• Nov. 2018 - Google Developer Group DevFest Beijing, Application of TensorFlow in Logistics and TensorFlow 2.0 Highlight (new) [slide]
• Sept. 2018 - TensorFlow Day 2018 Hefei, Reinforcement Learning with TensorFlow & TensorFlow 2.0 Highlight [slide]
• Sept. 2018 - TensorFlow Day 2018 Beijing Codelab [slide1] (By Zida Jin) [slide2] [handbook] [photos]
• Apr. 2018 - TensorFlow Dev Summit 2018 Recap Beijing [slide]
• Dec. 2017 - Talk in LUG@USTC, Neural Machine Translation with TensorFlow [slide]
• Nov. 2017 - Google Developer Group DevFest Beijing and talk in CECA@PKU, Network Embedding with TensorFlow [slide] [github repo]
• Jul. 2017 - Machine Learning Camp Jeju 2017, One-shot Learning with Neural Turing Machines [slide] [github repo] [video]
• May. 2017 - Google I/O Extended Beijing, Introduction of Neural Turing Machines [slide]

Google Developers Group DevFest Shenzhen 2019

Group photo of Google Developers Expert Summit 2019

Teaching

• COMP0124 Multi-Agent Artificial Intelligence, University College London, 2021 - 2024 (Teaching Assistant)
  • Learning and deep neural networks [slide]
• Data Warehousing and Data Mining Technology, Peking University, Spring and Summer Semester, 2017 (Teaching Assistant)
  • Assignment instruction: https://github.com/snowkylin/data-mining-pku/blob/master/README.md
  • Report template: https://github.com/snowkylin/data-mining-pku/tree/master/report
• Introduction to Animal Protection: Theory and Practice, Animal Protector Association of Zhejiang University, Fall and Winter Semester, 2015 (Instructor)
  • Slides: http://data.zjuapa.com/activity.php?id=7
  • Videos: http://v.youku.com/v_show/id_XODEwOTYxNzc2.html?spm=a2hzp.8244740.0.0&f=22998018