<aside> 🥰 AI 공부를 하며 배워간 Domain 지식 및 궁금해서 찾은 자료들을 정리하는 공간

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About ME

Name : 김재현 (Kim JaeHyun)

e-mail : [email protected]

Github : https://github.com/CozyKim

Deep Learning Knowledge

Basic

AI Math & Statistics

CNN

Metrics

Criterion(loss function)

DL Basic

Active Function

Optimization

Basic ECT.

Papers

Papers

MLOps

Code

Numpy

PyTorch

Pandas

Python

Weight&Biases

Data Visualization

Tools

Git

Streamlit

Fast API

Cloud

Google Cloud Platform

Serving

CI/CD

Advance Domain

NLP

Word Embedding

RNN (LSTM, GRU)

GPT

Transformer

BERT

NLP Metrics

언어 모델(Language Model)

Datasets

미분류

NLP+

huggingface

Machine Reading comprehence w. ODQA

Preprocess

LightWeight

Knowledge Distillation

TensorRT

Vision

lightwight model

Generative Model

Recommend System

추천 시스템

Ect Knowledge