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2 courses matching “cold start”

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Abstract cover artwork for Recommender Systems from Scratch, a Machine Learning course Machine Learning
Machine Learning intermediate

Recommender Systems from Scratch

Build a recommender end to end: implicit-feedback matrix factorisation, content-based retrieval with embeddings, two-stage retrieve-then-rank architectures, and the cold-start problem every real system faces. Evaluated with offline ranking metrics and an honest discussion of why they disagree with A/B tests.

HT Hiroshi Tanaka 4.9

$89.00

15 hours

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Abstract cover artwork for Serverless Patterns and Anti-Patterns, a Cloud course Cloud
Cloud intermediate

Serverless Patterns and Anti-Patterns

Where functions-as-a-service genuinely wins and where it quietly costs you more than a small server. Event-driven composition, cold-start mitigation, idempotent handlers, queue-based load levelling, and the observability gaps you have to close yourself.

SD Sofia Duarte 4.3

$69.00

10 hours

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