A week-by-week structured journey from linear algebra and calculus all the way through neural networks, CNNs, optimization, and modern deep learning architectures — with every formula explained.
9
Weeks
50+
Topics
100+
Formulas
∞
Curiosity
Linear AlgebraCalculusProbabilityGradient DescentBackpropagationLoss FunctionsNeural NetworksActivation FunctionsCNNsRegularizationOptimizersTransformers