Click here to previous TIL, WIL
25/01/30 Today I learned
JAVA - data_type
- 1_1_number
- 1_2_bool
25/01/28 Today I learend
Python - advanced_concepts
- standard_library
- external_library
standard_library
external_library
25/01/26 Today I learned
Python - advanced_concepts
- module
- package
- exception_handling
- built_in_functions
module
package
exception_handling
built_in_function
25/01/22 Today I learned
Python - advanced_concepts
- class
25/01/19 Today I learned
Python - data_type
- list
- tuple
- dictionary
- set
- bool
- variable
Python - control_statement
- if
- while
- for
Python - Input_Output
- function
- user_input_output
- read_write_file
- program_input_output
list
tuple
dictionary
set
bool
variable
if
while
for
function
user_input_output
read_write_file
program_input_output
25/01/18 Today I learned
Docker
- Docker_compose
Python - data_type
- string
- numeric
24/12/27 Today I learned
Django
- RESTful_API_JSON
- URL
24/12/26 Today I learned
Django
- Django_Custom_UserModel
- Django_Model_Relationship_2
Django_Custom_UserModel
Django_Model_Relationship_2
24/12/24 Today I learend
Django
- Django_static_media
- Django_Admin
- Django_Model_Relationship
Django_static_media
Django_Admin
Django_Model_Relationship
24/12/20 Today I learend
Django
- Django Auth
- Django 회원기능
24/12/19 Today I learend
Django
- Django MTV(RUD)
- Django Form
- Django URL Namespace
Django MTV(RUD)
Django Form
Django URL Namespace
24/12/18 Today I learned
Django
- 다중 앱, url
- Django Model
- Django ORM
- Django MTV(CR)
다중 앱, url
Django Model
Django ORM
Django MTV(CR)
24/12/17 Today I learned
- YouTube API, RAG(hybrid search) 활용 Agent
Django
- Django_2
24/12/16 Today I learned
- YouTube API, RAG(hybrid search) 활용 Agent
Django
- Django_url_pattern
Seok_RAG_Agent
Django_url_pattern
24/12/13 Today I learned
Django
- Django_1
- Django_2
24/12/12 Today I learned
Docker
- Docker_4
Django
- Django_1
24/12/11 Today I learned
Docker
- Docker_4
- AWS
24/12/09 Today I learend
Docker
- Docker_3
24/12/08 Today I learned
Docker
- Docker_2
24/12/06 Today I learned
Docker
- Docker_1
- Docker_2
24/12/05 Today I learned
Web Crawling
- static_samsung_stock
- dynamic_selenium
- dynamic_starbucks_store
- dynamic_riss
정적 웹 크롤링(네이버 주식(삼전))
동적 웹 크롤링(기본)
동적 웹 크롤링(starbucks)
동적 웹 크롤링(riss(논문 사이트))
24/12/04 Today I learned
Web Crawling
- static_BeautifulSoup
- static_hollys_store
- static_naver_search
정적 웹 크롤링(naver)
정적 웹 크롤링(parsing)
정적 웹 크롤링(hollys)
24/12/03 Today I learned
LLM_RAG_Team_Project
- chat bot 기능 추가(다국어 지원, 실시간 데이터 업데이트, 음성 입력 및 출력 (elevenlabs))
- app2.py(streamlit), style.css(css)
24/12/02 Today I learned
LLM_RAG_Team_Project
- llm_model_rag(파일안에 있는 모든 json data를 llm 모델에 학습.)
- app2(streamlit)
24/11/29 Today I learned
LLM_RAG_Team_Project
- llm_model
24/11/28 Today I learned
LLM_RAG_Team_Project
- collect_data
24/11/27 Today I learned
LLM_RAG_Team_Project
- collect_data
Chat_Bot_RAG_Agent
- chat_bot
Chat_Bot_RAG_Agent
LLM_RAG_Team_Project
24/11/26 Today I learned
Chat_Bot_RAG_Agent
- embedding
Streamlit
- 고급활용
- 고급활용_2
Chat_Bot_RAG_Agent
고급활용
고급활용_2
24/11/25 Today I learend
Chat_Bot_RAG_Agent
- collect_news_data
Streamlit
- 기본구성_2
24/11/22 Today I learned
Streamlit
- 기본 구성_1
- numpy_1
24/11/21 Today I learned
LLM, RAG
- RAG, Langchain, Langsmith
- Translation
RAG, Langchain, Langsmith
Translation
24/11/20 Today I learned
LLM, RAG
- concept of LLM
- How to build LLM system
concept of LLM
How to build LLM system
24/11/19 Today I learned
LLM, RAG
- concept of LLM
- How to build LLM system
concept of LLM
How to build LLM system
24/11/15 Today I learned
LLM, RAG
- ChatBot(LLM, RAG) 실습 : markdown 및 주석 수정
24/11/14 Today I learned
LLM, RAG
- ChatBot(LLM, RAG) 실습
24/11/13 Today I learned
LLM, RAG
- ChatBot(LLM, RAG) 실습
24/11/12 Today I learned
LLM, RAG
- Embedding(KoBERT, Sentence-Transformer, Word2Vec)
- textfile Embedding(실습)
Embedding(KoBERT)
Embedding(Sentence-Transformer)
Embedding(Word2Vec)
textfile Embedding(실습)
24/11/11 Today I learned
LLM, RAG
- Prompt Engineering
- How to build LLM system
- Langchain, FAISS 실습
Prompt Engineering
How to build LLM system
Langchain, FAISS 실습
24/11/08 Today I learned
LLM, RAG
- concept of LLM
- OpenAI Playground
- Prompt Engineering
concept of LLM
OpenAI Playground
Prompt Engineering
24/11/07 Today I learned
LLM, RAG
- concept of LLM
24/11/06 Today I learned
Use AI model : 실습
- app(FastAPI, ChatGPT)
- app2(PyQt5, ElevenLabs)
- app3(OpenCV, YOLOv8)
app(FastAPI, ChatGPT 활용) - Chat service
app2(PyQt5, ElevenLabs 활용) - Voice Translation
app3(OpenCV, YOLOv8 활용) - Real-time object detection
24/11/05 Today I learned
Use AI model : 실습
* ChatGPT
- ChatGPT API
- Gpt-4o
* ElevenLabs
- eleven_multilingual_v2
* FastAI
- Pretrained Model
* YOLOv8
- image
- webcam
ChatGPT
ElevenLabs
FastAI
YOLOv8
24/11/04 Today I learned
Use AI model : 실습
* Generative AI
- Generative AI
- 기본 원리
- Stable Diffusion
* Serving
- model serving
- FastAPI API 구축(hello.py)
* ChatGPT
- Gpt-3.5-turbo
Generative AI
Serving
Gpt-3.5-turbo
24/11/01 Today I learned
Use AI model : 실습
* Transformers(NLP models)
- BERT
- GPT-2
- RoBERTa
- Sentiment Analysis
- Word2Vec
- M2M100
- NLLB-200
* 사전 학습 및 Fine-Tuning
- BERT Fine-tuning 실습
Transformers(NLP models)
사전 학습 및 Fine-tuning
24/10/31 Today I learned
Use AI model : 개념
- GitHub Open Project를 통한 AI 활용
- API로 AI 활용
Use AI model : 실습
- Pytorch_Transformer 모델 구현
24/10/30 Today I learned
Use AI model : 개념
- 연구와 활용의 차이
- 패키지 관리, 가상환경
- 허깅페이스
24/10/29 Today I learned
CH 2-1
- Netflix Review score prediction(완료)
- Netflix Review score prediction(improved Accuracy)(완료)
24/10/28 Today I learned
CH 2-1
- Netflix Review score prediction(미완료)
- Netflix Review sentiment analyze(NLP)
- Netflix Review Negative word analyze(WordCloud)
24/10/25 Today I learned
ML
- 데이터 전처리(실습 완료)
- 분류 모델(실습 완료)
- 군집화(K-means)(실습 완료)
DL
- CNN 모델(실습 완료)
- 자연어 모델(실습 완료)
- YOLO 모델(실습 완료)
24/10/24 Today I learned
- RNN(실습 완료)
- 데이터 클리닝(미완료) -> 데이터 전처리(파일명 변경)
24/10/23 Today I learned : DeepLearning
신경망
- ANN
- CNN
- RNN(실습 미완료)
- Attention 메커니즘
- NLP(자연어 처리)
- ResNet
- 이미지 처리 모델
- Autoencoder
- 생성형 모델
- 전이학습
- 과적합 방지 기법(실습 미완료)
- 하이퍼파라미터 튜닝 방법
- 모델 평가, 검증
24/10/22 Today I learned : MachineLearning
비지도 학습
- PCA
- t-SNE
- LDA
앙상블 학습(Ensemble Learning)
- Bagging and Boosting
- Random Forest
- GBM
- XGBoost
DeepLearning
- 개념
- 신경망의 기본 원리
24/10/21 Today I learned : MachineLearning
지도 학습
- logistic regression
- Support Vector Machine
- K-Nearest Neighbors
- Naive Bayes
- Decision Tree
비지도 학습
- k-means clustering
- 계층적 군집화
- DBSCAN