https://www.kdnuggets.com/2022/07/hidden-technical-debts-every-ai-practitioner-aware.html Hidden Technical Debts Every AI Practitioner Should be Aware ofVidhi ChughJuly 7, 2022 “…technical debt is the long-term costs incurred by moving quickly in software engineering…. A large part
What I Read: data replication in production
https://medium.com/shippeo-tech-blog/debezium-to-snowflake-lessons-learned-building-data-replication-in-production-a5430a9fe85b Debezium to Snowflake: Lessons learned building data replication in productionOmar GhalawinjiJun 1 “We use Debezium, an excellent open-source tool to perform log-based Change Data Capture; which is the process
What I Read: Deploying Deep Learning
https://thegradient.pub/lessons-from-deploying-deep-learning-to-production/ Lessons From Deploying Deep Learning To ProductionPeter Gao16.May.2022 “I used to think that machine learning was about the models. Actually, machine learning in production is about pipelines.”
What I Read: Scale Real-time Data Infrastructure
https://zhenzhongxu.com/the-four-innovation-phases-of-netflixs-trillions-scale-real-time-data-infrastructure-2370938d7f01 The Four Innovation Phases of Netflix’s Trillions Scale Real-time Data InfrastructureZhenzhong Xu2/1/2022“I think it’s a perfect time to summarize my learnings building the real-time data infrastructure at Netflix. I