https-deeplearning-ai/machine-learning-engineering-for-production-public resource

Health v2 · maintenance only

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1972 stars · 2332 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Public repository of course materials for DeepLearning.AI's Machine Learning Engineering for Production (MLEP) Specialization. It contains Jupyter Notebook resources covering deploying ML systems in production.

Use cases

• learn machine learning engineering for production
• study mlops course materials
• find jupyter notebooks for deploying ML models
• follow the deeplearning.ai MLEP specialization
• learn how to productionize machine learning pipelines
• self-study ML system deployment

When to choose

• you are enrolled in or self-studying the MLEP specialization
• you want free official notebooks for ML production practices
• you prefer learning via Jupyter notebooks

When to avoid

• you need a production-ready MLOps tool rather than course content
• you want actively maintained community-contributed materials (PRs are not accepted)
• you need beginner ML fundamentals rather than production engineering

Facets

learning-resource · maturity maintenance

machine-learning deep-learning developer-tools machine-learning deep-learning education python cross-platform mlops course-materials jupyter-notebooks deeplearning-ai specialization production-ml

Member repositories

For agents

markdown · JSON · MCP: product_card(name="https-deeplearning-ai/machine-learning-engineering-for-production-public")