Search results

Regularization (L1/L2) 정리

priority:2-basic2순위 - ML 기본기2순위 - ML 기본기

topic:ml-basicsML 기초ML 기초

Status: Open.

#9 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025

Bias-Variance Tradeoff 정리

priority:2-basic2순위 - ML 기본기2순위 - ML 기본기

topic:ml-basicsML 기초ML 기초

Status: Open.

#8 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025

Backpropagation 기본 원리 정리

priority:2-basic2순위 - ML 기본기2순위 - ML 기본기

topic:ml-basicsML 기초ML 기초

Status: Open.

#7 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025

Gradient Descent & Optimizer 정리

priority:2-basic2순위 - ML 기본기2순위 - ML 기본기

topic:ml-basicsML 기초ML 기초

Status: Open.

#6 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025

Decoding 전략 (Greedy, Beam, Sampling) 정리

priority:1-core1순위 - LLM 핵심1순위 - LLM 핵심

Status: Open.

#5 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025

Tokenizer (BPE, SentencePiece) 정리

priority:1-core1순위 - LLM 핵심1순위 - LLM 핵심

Status: Open.

#4 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025

RAG 아키텍처 & 벡터 DB 정리

priority:1-core1순위 - LLM 핵심1순위 - LLM 핵심

topic:ragRAG 관련RAG 관련

Status: Open.

#3 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025

파인튜닝 (LoRA, QLoRA, PEFT) 정리

priority:1-core1순위 - LLM 핵심1순위 - LLM 핵심

topic:finetuning파인튜닝 관련파인튜닝 관련

Status: Open.

#2 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025

Transformer & Self-Attention 정리

priority:1-core1순위 - LLM 핵심1순위 - LLM 핵심

topic:transformerTransformer 관련Transformer 관련

Status: Open.

#1 In workdd/I_AM_ML_Engineer;

· workdd opened on Dec 18, 2025