Free & Open Access

Learning Resources

Carefully curated materials to understand AI — whether you're exploring for the first time or diving deep into the research.

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Total Resources

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Beginner

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Advanced

🔬 Advanced Article

AI and Educational Equity: What the Research Says

A research-backed deep-dive into how AI deployment in schools can either widen or close the equity gap — and what evidence-based interventions look like.

#equity #education policy #research #AI bias
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🌱 Beginner Article

Large Language Models Explained in Plain English

What exactly is ChatGPT doing when it answers your questions? This article breaks down how large language models work — no math or coding background required.

#LLMs #ChatGPT #AI basics #explainer
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🔬 Advanced External Link

Large Language Models as Pedagogical Tools: A Literature Review

Source: arXiv

A curated literature review examining empirical studies on LLM effectiveness in educational settings — covering evidence-based benefits, documented risks, and open research questions.

#pedagogy #LLMs #education research #literature review
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🔬 Advanced External Link

Attention Is All You Need (Vaswani et al., 2017)

Source: arXiv

The landmark paper that introduced the Transformer architecture — the foundation of GPT, BERT, and every major LLM in use today. Essential reading for anyone studying modern AI.

#Transformer #attention mechanism #seminal paper #deep learning
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🌱 Beginner External Link

AI Is Already Everywhere: How It Shapes Your Daily Life

Source: BBC Future

A beginner-friendly overview of how AI quietly powers the apps, recommendations, and tools students use every day — and what this means for the future of education and work.

#AI basics #daily life #beginner
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3Blue1Brown

🌱 Beginner Video

But What Is a Neural Network? (3Blue1Brown)

Source: 3Blue1Brown

The most-watched visual explanation of neural networks on YouTube. Intuitive animations, no prior math knowledge needed. Perfect starting point for any student curious about the foundations of AI.

#neural networks #visual learning #foundations
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