AIGroupStudy

on summer session

Goal

• mater interactive deep learning with code, math, and discussions

Rules

• assignment-based study with meetings for questioning by tutor son
• writing code by oneself to derive results
• preview by oneself on velog

Meeting:

• online study monday, pm7
• offline study thursday, pm7

Reference

Dive into Deep Learning

Progress

⛳️ week1

Linear Regression

date	subject	link
24.07.04	linear regression	velog

⛳️ week2

Pytorch Tutorial

date	subject	link
24.07.08	pytorch tutorial	velog

Hugging face NLP chapter1

date	subject	link
24.07.11	transformer models	velog

⛳️ week3

Make Model

date	subject	link
24.07.15	Dataset & DataLoader	velog
24.07.15	Model Train & Test	velog

⛳️ week4

Make Custom Conv Model (Dataset: CIFAR10)

date	subject	link
24.07.22	PyTorch Project Structure 1	velog

Hugging face NLP chapter2 chapter3 FINE-TUNING A PRETRAINED MODEL

date	subject	link
24.07.25	Using Transformers	velog
24.07.25	Fine-Tuning	velog

date	subject	link
24.07.27	Mid-term review	Notion

⛳️ week5

Make Custom RNN Model (Dataset: CIFAR10)

date	subject	link
24.07.29	네이버영화평점NLP dataset	velog

Analyze Custom Model

date	subject	link
24.08.01	input,output 차원 조사	velog
24.08.01	RNN 내용 정리	velog
24.08.01	embedding 내용 정리	velog

⛳️ week6

Loss Function

date	subject	link
24.07.29	Linear Classifier& Softmax Classifier	velog