Lec5
Training Neural Networks II: Weight Initialization(Activation Statistics, Xavier Initialization, Kaiming / MSRA Initialization, Residual Networks…), Overfits, Regularization, Regularization, Data Augmentation
Training networks
Lec2
Introduction of Neural Networks I,Deep Neural Networks, Activation Fuctions
Neural networks
Lec3
Introduction of Neural Networks II,Universal Approximation, Convex Fuctions.
1 Video & PDF
https://cs50.harvard.edu/x/2023/weeks/3/
Delve into the world of algorithms, exploring common searching and sorting techniques. You'll learn how to analyze algorithm efficiency and choose the right algorithm for the task.
AlgorithmsSearchingSortingBig O Notation
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