Machine Learning
Quick Reference
Machine Learning : What is it ?
Machine Learning : What they do ?
Machine Learning : How to Learn ?
Machine Learning : Video Links
Machine Learning : Neural Network : Perceptron Fundamental
Machine Learning : Neural Network : Perceptron : Multilayer : 1 Hidden Layer
Machine Learning : How to Build a Neural Network ?
Machine Learning : 2D Convolution
Machine Learning : CNN (Convolutional Neural Network)
Machine Learning : Trend
Machine Learning : Wireless Application
Machine Learning : Use Case / Categorization
Machine Learning : Algirthm Evolution
Machine Learning : Limitation
Machine Learning : Popular Pretrained Network : Alexnet
Machine Learning : Popular Pretrained Network : LeNet
Machine Learning : Physics Modeling
Machine Learning : Learn from AI/ML
Machine Learning : Evaulation
Machine Learning : Extending LLM
Machine Learning : Infra structure of AI/ML Data Center
Matlab : Deep Learning Toolbox : Perceptron
Matlab : Deep Learning Toolbox : Perceptron : Multilayer : 1 Hidden Layer
Matlab : Deep Learning Toolbox : Perceptron : Multilayer : 1 Hidden Layer : Example : Iris classification
Matlab : Deep Learning Toolbox : Perceptron : Multilayer : 1 Hidden Layer : Example : |x|
Matlab : Deep Learning Toolbox : Perceptron : Multilayer : 1 Hidden Layer : Example : (x-a)^2
Matlab : Deep Learning Toolbox : Perceptron : Multilayer : 1 Hidden Layer : Example : (x-a)(x-b)(x-c)
Matlab : Deep Learning Toolbox : FeedForwardnet : 1 Hidden Layer : Example : (x-a)(x-b)(x-c)
Matlab : Deep Learning Toolbox : Patternnet : 1 Hidden Layer : Example : (x-a)(x-b)(x-c)
Matlab : Deep Learning Toolbox : FeedForwardnet : Example : Digit Classifier
Matlab : Deep Learning Toolbox : CNN : Example : Digit Classifier
Matlab : Deep Learning Toolbox : Alexnet
Pytorch : Tensor
Pytorch : nn.Linear
Pytorch : nn.Sequential
Pytorch : nn.Module
Pytorch : nn.conv2D
Pytorch : Training a Net
Pytorch : Regression