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The Atlas Librarian

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Architectural Blueprints.

Systems Engineering

Full Stack • 6 Months
Frontend Foundations
Mastering the DOM, CSS Architecture, and Modern JS engines. (Weeks 1-4)
React & State Management
Component lifecycles, Hooks, Redux/Zustand, Next.js rendering. (Weeks 5-12)
Backend Architecture
Node.js, Express/Fastify, RESTful vs GraphQL APIs, Postgres design. (Weeks 13-18)
Deployment & Scaling
Docker containers, CI/CD pipelines, AWS/Vercel deployment. (Weeks 19-24)

Artificial Intelligence

AI/ML • 8 Months
Mathematical Foundations
Linear Algebra, Calculus, Probability, and Python data structures. (Weeks 1-6)
Classical Machine Learning
Scikit-learn, Regression, Classification, SVMs, Random Forests. (Weeks 7-14)
Deep Learning Networks
PyTorch architecture, CNNs for vision, RNNs/Transformers for NLP. (Weeks 15-24)
LLM Fine-tuning
HuggingFace, LoRA, vector databases, RAG implementations. (Weeks 25-32)