Talk
- ScalaDML2020: Learn from the best minds in the machine learning community. [Video]
- Jeff Dean: "Achieving Rapid Response Times in Large Online Services" Keynote - Velocity 2014 [YouTube]
- From Research to Production with PyTorch [Video]
- Introduction to Microservices, Docker, and Kubernetes [YouTube]
- ICML Keynote: Lessons Learned from Helping 200,000 non-ML experts use ML [Video]
- Adaptive & Multitask Learning Systems [Website]
- System thinking. A TED talk. [YouTube]
- Flexible systems are the next frontier of machine learning. Jeff Dean [YouTube]
- Is It Time to Rewrite the Operating System in Rust? [YouTube]
- InfoQ: AI, ML and Data Engineering [YouTube]
- Netflix: Human-centric Machine Learning Infrastructure [InfoQ]
- SysML 2019: [YouTube]
- ScaledML 2019: David Patterson, Ion Stoica, Dawn Song and so on [YouTube]
- ScaledML 2018: Jeff Dean, Ion Stoica, Yangqing Jia and so on [YouTube] [Slides]
- A New Golden Age for Computer Architecture History, Challenges, and Opportunities. David Patterson [YouTube]
- How to Have a Bad Career. David Patterson (I am a big fan) [YouTube]
- SysML 18: Perspectives and Challenges. Michael Jordan [YouTube]
- SysML 18: Systems and Machine Learning Symbiosis. Jeff Dean [YouTube]
- AutoML Basics: Automated Machine Learning in Action. Qingquan Song, Haifeng Jin, Xia Hu [YouTube]