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PopularBackpropagation From Scratch: Deriving and Coding the Gradients
Intermediate
Uses Real Data
From Scratch
PopularBackpropagation From Scratch: Deriving and Coding the Gradients
TopAttention and Transformers: Building a Block Step by Step
AdvancedFrom Scratch
TopAttention and Transformers: Building a Block Step by Step
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PopularGradient Descent and Its Variants: SGD, Momentum and Adam
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Regularization in Practice: L1, L2, Dropout and Early Stopping
IntermediateUses Real DataFrom ScratchRegularization in Practice: L1, L2, Dropout and Early Stopping
Foundational Concepts
Essential concept notebooks that will help you understand more complex topics and succeed in technical interviews
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