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Academicsโ€บAI Sproutsโ€บLessons
๐ŸŒฟ AI Sprouts

Lessons

Every lesson builds on the last. No rush, no assumptions.

1
๐Ÿ“Š

Datasets and Data โ€” The Fuel of AI

Discover what data really is, how AI uses it to learn, why data quality matters, and explore real-world datasets that power today's smartest models.

Beginnerโฑ๏ธ 25 min read
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2
๐Ÿงฎ

Algorithms Explained โ€” The Recipes of AI

Learn what algorithms are through everyday analogies, then explore decision trees, K-nearest neighbors, and linear regression โ€” the building blocks of machine learning.

Beginnerโฑ๏ธ 30 min read
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3
๐Ÿง 

Introduction to Neural Networks โ€” How AI Thinks in Layers

Explore how artificial neural networks work โ€” from biological neurons to layers, activation functions, forward propagation, and backpropagation โ€” all without heavy maths.

Intermediateโฑ๏ธ 35 min read
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