SRAIStatistics · Reasoning · AI

THE SRAI PROGRAMME

Three pathways, one SRAI programme

Nine-book learning pathway: follow the Technical Pathway for analytical depth, the Executive Pathway for evidence-led institutional decisions, or Official Statistics & AI for responsible institutional adoption across national statistical systems. All three pathways share one responsible-AI foundation.

BOOK 01

Mathematical Foundations

Mathematical foundations for statistical reasoning, reproducible computation, transparent algorithms and defensible decisions.

Lesson 1Mathematical Thinking and Reproducible Computation → Lesson 2Sets, Logic, Relations and Functions → Lesson 3Vector Foundations → Lesson 4Matrix Algebra and Linear Systems → Lesson 5Vector Spaces, Bases, Rank and Projections → Lesson 6Eigenvalues, Eigenvectors and Spectral Intuition → Lesson 7Singular Value Decomposition, PCA, and Dimensionality Reduction →
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BOOK 05

MLOps and AI Engineering

Build reproducible, testable and governed machine-learning systems from experimentation through monitored operation.

Lesson 1MLOps Foundations →
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BOOK 06

Generative Artificial Intelligence

Understand, evaluate and govern generative systems as probabilistic technologies operating within human institutions.

Lesson 1Foundations of Generative AI →
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BOOK 07

Applied AI Studio: National Sector Intelligence

Decision-first applied AI for accountable sector intelligence in agriculture, health, education and habitat.

Lesson 1Start With the Decision →
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OFFICIAL STATISTICS & AI

AI for Official Statisticians

A practice-centred pathway helping national statistical systems diagnose their information ecosystems, assess institutional readiness, prioritize defensible AI use cases, conduct controlled pilots and apply statistical assurance.

Module OS-A01The National Information Ecosystem → Module OS-A02AI Concepts for Official Statisticians →

Additional modules will progressively cover readiness, use-case selection, controlled pilots, statistical assurance, governance and sustainable institutional adoption.

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