Netflix

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Related: Recommendation Systems · Ab Testing · Uber · Rxjs · Reactive Programming · Functional Programming · Observables · Matrix Factorization

Notes

• A Survey of Causal Inference Applications at Netflix — Netflix internal summit survey of causal inference methods and applications
• Data Movement in Netflix Studio via Data Mesh — Netflix Studio CDC streaming pipelines via configuration-driven Data Mesh
• GitHub - eugeneyan/applied-ml — Curated industry ML blog posts and papers from production deployments
• How to build your company's engineering brand — Playbook for building engineering brand to accelerate technical hiring
• Innovating Faster on Personalization Algorithms at Netflix Using Interleaving — Netflix two-stage experimentation using interleaving for sensitive ranking algorithm comparison
• Monday, December 11, 2006 — Simon Funk's Netflix Prize SVD collaborative filtering algorithm explained
• The introduction to Reactive Programming you've been missing — Practical tutorial on thinking in reactive streams using RxJS