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Core CS

Data Structures & AlgorithmsComplexity analysis up to graphs and DP.Operating SystemsProcesses, scheduling, memory and concurrency.Database Management SystemsRelational modelling, transactions and indexing.Computer NetworksFrom wires and radio waves up to the web.

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AI Inference EngineeringQuantization, batching and KV caching in production.System DesignScalable systems from first principles.Context EngineeringDesigning the context that LLMs actually reason over.Docker & KubernetesContainers and orchestration, explained.

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AI Inference Engineering

Model Optimization3

Serving Systems4

Hardware & Compilation3

Advanced Serving Techniques4

Benchmarking & Evaluation5

Scaling & Deployment3

Lessons

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AI Inference Engineering

Model Optimization3

Serving Systems4

Hardware & Compilation3

Advanced Serving Techniques4

Benchmarking & Evaluation5

Scaling & Deployment3

Learn AI Inference EngineeringAssessments

Assessments

Every quiz in AI Inference Engineering, in one place. Each unlocks once you finish the lessons it covers.

8 quizzes · 63 questions total

Fundamentals Quiz
Fundamentals · 6 questions · pass 60%
5 min
Model Optimization Quiz
Model Optimization · 8 questions · pass 60%
7 min
Serving Systems Quiz
Serving Systems · 6 questions · pass 60%
6 min
Hardware & Compilation Quiz
Hardware & Compilation · 6 questions · pass 60%
6 min
Advanced Serving Techniques Quiz
Advanced Serving Techniques · 6 questions · pass 60%
6 min
Benchmarking & Evaluation Quiz
Benchmarking & Evaluation · 10 questions · pass 60%
8 min
Scaling & Deployment Quiz
Scaling & Deployment · 6 questions · pass 60%
6 min
AI Inference Engineering Final Assessment
Final assessment · 15 questions · pass 70%
12 min