[멀티캠퍼스] 서비스 산업 데이터를 활용한 빅데이터 분석🔍

• 2022-01-03 : 2022-06-10(890시간) 수료 🔥

• 1차 프로젝트 : 대선 후보자 추천 웹서비스, dacon 정식대회 2위 입상 🔥 -> 팀이름으로 우크라이나 후원

• 2차 프로젝트 : 비정형데이터를 활용한 미국금리 예측시스템, 최우수팀 🔥

• 3차 프로젝트 : 비정형데이터를 이용한 주식 시장분석 웹서비스, 최우수팀 🔥

  bert모델이 큰관계로 bert는 업로드 하지않았고 네이버 영화리뷰댓글 사전학습된 bert모델을 사용하시면 됩니다.

• 최우수훈련생 🔥

awards 폴더에서 확인할 수 있습니다!

주요 호환 이슈

• window import test, 2.7.0 (tensorflow), Python 3.9.7_success

• macM1 import test, 2.4.0-rc0 (tensorflow), Python 3.8.6_success

• detail : import info.ipynb

[week1]

• basic of python

2022-01-12 : 2022-01-14 [week2]

• Git / Github

2022-01-16 : 2022-01-22 [week3]

• Do it Pandas chapter 2,3,4
• Lecture / Exercise
• matplotlib practice
• pandas practice
• folium practice
• web-crawling,scraping practice with requests, bs4
• html&css practice
• Mac M1 first commit : operate tensorflow 2.4

2022-01-24 : 2022-01-29 [week4]

• requests, bs4 practice
• selenium
• MySQL setting, practice

2022-01-31 : 2022-02-05 [week5]

• Do it Pandas chapter 5,6,7,8
• e-learning : algorithm
• stock market crawlling : python to db

2022-02-07 : 2022-02-12 [week6]

• team project, presentation
• django

2022-02-14 : 2022-02-19 [week7]

• machine learning
• Do it Pandas chapter 9,11
• phantomjs practice (still doing)
• graphviz practice
• voting,enssemble,randomForest,boosting c;

2022-02-21 : 2022-02-27 [week8]

• ridge,lasso regression
• ElasticNet
• application0
• application1
• keras sequential model

2022-02-28 : 2022-03-06 [week9]

• cnn model
• fashion mnist, cifar10 dataset
• cv2
• object detection

2022-03-07 : 2022-03-13 [week10]

• tokenize method : gensim, nltk, konlpy test
• dacon project start

2022-03-14 : 2022-03-20 [week11]

• Fastext
• lsa

2022-03-21 : 2022-03-27 [week12]

• sentiment analysis
• lstm
• tokenize
• project - dacon -

2022-03-28 : 2022-04-03 [week13]

• transformers
• project - dacon -

week14 - ..

• semi-project
• final-project