DeepLearning/1. Lv1_Basic_DL at main · dorae222/DeepLearning

Deep Learning Overview

PyToch Tutorials

The basic components of a neural network

NeuralNetwork is working well? (feat. Loss Function)

Basic optimization method: Gradient Descent

Linear Regression

Logistic Regression

DNN - Deep Regression

Stochastic Gradient Descent(SGD)

Easy way to learn Deep Learning

Experimental process of DL model

Classification

Regularzations to improve DL performance

Project Exercise on CLI(Anconda Prompt)

Summary