Honest Write-Up: The Law of Large Numbers Doesn’t Always Save You
A real Cauchy-distribution experiment shows the Law of Large Numbers and Central Limit Theorem can both fail — the sample mean never converges, no matter how much data you add.
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Transformers Explained: The Architecture that changed Modern AI
A beginner-friendly walkthrough of the architecture powering modern AI, from attention to embeddings.
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Can an LLM Predict Crop Disease from Farmer Descriptions?
Can an LLM predict crop disease from a plant description alone, without a photo? The question nobody quite asks A farmer in Maharashtra notices yellow rings spreading across her tomato leaves. She’s not a plant pathologist. She doesn’t have a lab down the road, and her signal isn’t always good enough to send a clear…
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Getting Started with Statistics for Machine Learning: What You Actually Need to Know
The statistical concepts that actually matter for machine learning, without the full semester of theory.
