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SoloQuant Academy

Short evening lessons for people who work. Quant trading, Python, data, systems, architecture.

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Tag: after-work

pythongithub-actionsafter-worktutorial

GitHub Actions CI for Python after work: lint and test on every push

After-work guide to github actions CI python: a tiny workflow that fails loud before you merge. Educational only. Not investment advice.

pythondvcafter-worktutorial

DVC data version control after work: pin datasets next to git commits

After-work guide to dvc data version control: version large data without stuffing binaries into git. Educational only. Not investment advice.

pythongitafter-worktutorial

Git for quant research workflow after work: branches, tags, and clean diffs

After-work guide to git for quant research workflow: research hygiene with branches and meaningful commits. Educational only. Not investment advice.

pythonrayafter-worktutorial

Ray Tune distributed training after work: scale trials when one CPU is slow

After-work guide to ray tune distributed training: Tune for parallel trials—start local before a cluster. Educational only. Not investment advice.

pythonoptunaafter-worktutorial

Optuna hyperparameter tuning after work: study, trial, and early stop

After-work guide to optuna hyperparameter tuning: define a search space and let trials compete honestly. Educational only. Not investment advice.

pythonwandbafter-worktutorial

Weights & Biases (wandb) tutorial after work: runs you can compare

After-work guide to weights and biases wandb tutorial: cloud-friendly run comparison for evening experiments. Educational only. Not investment advice.

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.

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