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.
6 Video & PDF
https://cs50.harvard.edu/x/2023/weeks/0/
This week, we'll introduce you to the world of computer science and programming through the visual programming language Scratch. You'll learn fundamental concepts like variables, loops, and conditionals by creating your own interactive projects.
ScratchProgrammingIntroduction
https://cs50.harvard.edu/x/2023/weeks/1/
Dive into the world of C programming, exploring data types, operators, and control flow. You'll learn how to write your first C programs and understand the basics of memory management.
1
CProgrammingData TypesMemory Management
Preprocessing. Compiling. Assembling. Linking. Debugging. Arrays. Strings. Command-Line Arguments. Cryptography.
2
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