CTR

• Large Scale CTR Prediction Lessons Learned @ Yelp (Aug 2016) 📺

• A booklet on ML systems design with exercises 📚
• One Model At A Time: Integrating And Running Deep Learning Models In Production At EyeEm 📄

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• Deep Learning Applications to Online Payment Fraud Detection @ PayPal (Apr 2019) 📺

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• Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems 📚
• Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems 📚
• Introducing Petastorm: Uber ATG’s Data Access Library for Deep Learning 🛠

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• Hidden Technical Debt in Machine Learning Systems (2015) 🎓
• Nitpicking Machine Learning Technical Debt (2020) 📄
• A Philosophy of Software Design 📚

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• AlphaGo - The Movie 📺

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• Horovod, distributed training framework🛠
• Scalable Deep Learning on Distributed Infrastructures: Challenges, Techniques and Tools (Sep 2019) 🎓

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• A Taste of GPU Compute 📺

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• Docker Mastery: with Kubernetes +Swarm from a Docker Captain 📺