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.
2 Video & PDF
https://www.cs.cornell.edu/courses/cs3410/2023fa/schedule.html
This course delves into the inner workings of computer systems, covering topics from hardware architecture to operating system principles. You'll learn how computers function at a low level and gain practical experience with assembly language programming.
Computer ArchitectureOperating Systems
Explore the fundamental building blocks of a computer system, including the CPU, memory, and input/output devices. Understand how these components interact to execute instructions.
1
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