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Tag: python

pythonmlflowafter-worktutorial

MLflow experiment tracking tutorial after work: params, metrics, artifacts

After-work guide to mlflow experiment tracking tutorial: log params/metrics so tonight's run is findable tomorrow. Educational only. Not investment advice.

pythonprefectafter-worktutorial

Prefect vs Airflow for beginners after work: orchestration without dogma

After-work guide to prefect vs airflow beginners: choose a beginner orchestration path for research jobs. Educational only. Not investment advice.

pythonairflowafter-worktutorial

Apache Airflow DAG tutorial after work: one scheduled research graph

After-work guide to apache airflow dag tutorial: a minimal DAG for pull → transform → write. Educational only. Not investment advice.

pythondocker-composeafter-worktutorial

Docker Compose research stack after work: notebook + db + redis

After-work guide to docker compose research stack: compose three services for a tiny evening lab. Educational only. Not investment advice.

pythonredisafter-worktutorial

Redis for trading bot state after work: keys, TTLs, and crash honesty

After-work guide to redis for trading bot state: ephemeral bot state with TTLs—not a source of truth ledger. Educational only. Not investment advice.

pythondockerafter-worktutorial

Docker for Python quants after work: one reproducible research image

After-work guide to docker for python quants: pin a research image so friends can run your notebook. Educational only. Not investment advice.

pythontimescaleafter-worktutorial

Postgres + Timescale for ticks after work: hypertables for time series

After-work guide to postgres timescale for ticks: hypertables as the mental model for tick/bar storage. Educational only. Not investment advice.

pythonsqlalchemyafter-worktutorial

SQLAlchemy for Python databases after work: Engine, text, and honesty

After-work guide to sqlalchemy python database: Engine + text() queries before full ORM drama. Educational only. Not investment advice.

pythonchromaafter-worktutorial

Chroma vector DB for beginners after work: one collection, three docs

After-work guide to chroma vector db beginner: beginner local Chroma collection for note snippets. Educational only. Not investment advice.

pythonfaissafter-worktutorial

FAISS similarity search in Python after work: IndexFlatL2 first

After-work guide to faiss similarity search python: brute-force FAISS index before fancy IVF/HNSW. Educational only. Not investment advice.

pythonqdrantafter-worktutorial

Qdrant local vector search after work: Docker-free memory mode first

After-work guide to qdrant local vector search: local Qdrant client for after-work semantic search. Educational only. Not investment advice.

pythonmilvusafter-worktutorial

Milvus Lite local embeddings after work: a vector collection on your laptop

After-work guide to milvus lite local embeddings: Milvus Lite for local embedding search without a cluster. Educational only. Not investment advice.

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