Dr. Riccardo Scott

Tag: python

4 items with this tag.

  • 16 Jul 2025

    Production-Ready API Design for Recommendations

    • recommender-systems
    • fastapi
    • api-design
    • production-systems
    • microservices
    • rest-api
    • performance
    • scalability
    • caching
    • monitoring
    • logging
    • error-handling
    • health-checks
    • load-balancing
    • docker
    • deployment
    • steam
    • python
    • async-programming
    • rate-limiting
    • authentication
    • observability
    • sla
  • 11 Jul 2025

    Matrix Factorisation Approaches | ALS, BPR, and Beyond

    • recommender-systems
    • matrix-factorization
    • als
    • bpr
    • machine-learning
    • implicit-feedback
    • collaborative-filtering
    • latent-factors
    • bayesian-personalised-ranking
    • alternating-least-squares
    • python
    • scikit-learn
    • implicit-library
    • sparse-matrices
    • performance
    • scalability
    • steam
    • production-systems
    • ranking
    • embeddings
  • 11 Jul 2025

    Recommendation Metrics | Beyond Accuracy

    • recommender-systems
    • evaluation-metrics
    • precision-recall
    • ranking-metrics
    • novelty-metrics
    • diversity-metrics
    • business-metrics
    • machine-learning
    • a-b-testing
    • performance-evaluation
    • user-satisfaction
    • steam
    • production-systems
    • ndcg
    • map
    • coverage
    • serendipity
    • long-tail
    • statistical-significance
    • python
  • 02 Jul 2025

    Data Import Strategies | Neo4j Driver vs. Admin Bulk Import

    • recommender-systems
    • neo4j
    • data-import
    • graph-database
    • performance
    • etl
    • bulk-import
    • transaction-processing
    • csv-import
    • postgresql
    • data-pipeline
    • batch-processing
    • streaming
    • pandas
    • polars
    • optimisation
    • benchmarking
    • scalability
    • steam
    • python
    • docker
    • machine-learning

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