The whole catalog, ecosystem by ecosystem
Complete, self-paced guides ordered into ecosystems that run from fundamentals to production. Each ecosystem is built from what real job postings actually ask for.
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- 19ecosystems
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AI Engineering 3: Production
Third track of the AI Engineering ecosystem: take an AI system to production and keep it running. Best practices, Docker, CI/CD, cloud deployment, monitoring, cost, security, model gateways, system design, ethics and compliance, and the technical English to work on global teams. It comes after track 2: Building Agents.
In order, from fundamentals to production. Start at 1.
13 courses
Production Best Practices Guide
Master the engineering practices that separate AI prototypes from production systems.
Intermediate64 lessonsDocker Essentials Guide
Master Docker for AI applications.
Beginner64 lessonsCI/CD for AI Systems Guide
Automate the delivery cycle of AI systems with GitHub Actions.
Advanced64 lessonsDeployment & Cloud Infrastructure Guide
Master deployment strategies for AI systems.
Advanced64 lessonsDeploy an AI Project on LocalStack
Deploy a complete AI engineering application on LocalStack, an AWS emulator that runs in your Docker — $0 in…
Intermediate74 lessonsMonitoring & Observability Guide
Master the observability of AI systems in production with OpenTelemetry, the open instrumentation standard.
Advanced64 lessonsCost Optimization & Caching Guide
Master cost reduction for AI systems.
Advanced64 lessonsSecurity Deep Dive Guide
Secure your AI systems in production with OWASP's two risk maps for generative AI.
Advanced64 lessonsAI Gateways and Model Routing
When a company has several apps, several teams and more than one model provider, calling each API directly stops working.
Advanced64 lessonsSystem Design & Scaling Guide
Learn to think about the architecture of an AI system.
Advanced64 lessonsAI Ethics & Compliance Guide
Learn AI ethics and regulatory compliance.
Advanced64 lessonsClient-Facing AI Engineering Guide
More than half of AI engineer job postings ask for something that is not code.
IntermediateTechnical English and Employability
Learn to work and apply for jobs in English.
Advanced56 lessons