Engineering Curriculum

Programs

Knots Systems engineering programs are built around implementation. Every program is structured into daily milestones, each ending with a working project. No passive watching. No multiple-choice quizzes. You learn by building real systems.

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AI Engineering Foundations

15 Days · Project-Based · Free Access

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What You'll Learn

A structured, implementation-first curriculum covering modern Artificial Intelligence from the ground up. Powered by Harvard CS50 AI and Microsoft Generative AI learning paths, this 15-day program takes you from the fundamentals of Python and computational thinking to building production-ready AI agents, RAG pipelines, and large language model applications.

Topics Covered

Python & Computational ThinkingSearch Algorithms (DFS, BFS, A*)Knowledge RepresentationProbability & UncertaintyOptimizationMachine LearningNeural Networks & Deep LearningNatural Language ProcessingPrompt EngineeringGenerative AI & LLMsRAG & Vector DatabasesAI Agents & Function CallingResponsible AIReal-world AI Applications
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Systems Design Foundations

Distributed systems, databases, APIs, and infrastructure design through real projects.

Web Engineering Track

Full-stack web development with modern frameworks, CI/CD, and production deployment.

Data Engineering Essentials

Pipelines, warehousing, streaming data, and analytical systems from scratch.

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