Dr. Riccardo Scott
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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