JangAyeon / AI_Study

πŸ“Š Data science 곡뢀 기둝 πŸ“Š
0 stars 0 forks source link

AI Study

Scrums about AI study..

βœ” Kaggle study

practice ML/DL in Data Science Contest Platform
πŸ“š study blog
topic code
Titanic - Machine Learning from Disaster πŸ’»
Porto Seguro’s Safe Driver Prediction πŸ’»
New York City Taxi Trip Duration πŸ’»
Costa Rican Household Poverty Level Prediction πŸ’»
Zillow Prize: Zillow’s Home Value Prediction πŸ’»
Statoil/C-CORE Iceberg Classifier Challenge πŸ’»

βœ” data mining in R

learn data mining & R code in EWHA (38605-01) topic code
R basic : word freq in script πŸ’»
Association rules πŸ’»
decisiontree 1 πŸ’»
decisontree 2 πŸ’»
Support Vector Machine πŸ’»
Ensemble-bagging πŸ’»
Ensemble-boost πŸ’»
Ensemble-randomforest πŸ’»
Timeseries-euclidean-DTW πŸ’»
DBSCAN πŸ’»
DTW πŸ’»

βœ” sequencial datal

learn about sequencial data & Model topic code
λ‰΄μŠ€ 기사 λΆ„λ₯˜ πŸ’»
keras μ‚¬μš©ν•œ Word Embedding πŸ’»
RNN & LSTM πŸ’»

βœ” Web Crawling

learn how to scarp data in web site
πŸ“š practice code

βœ” Machine Learning

파이썬 λ¨Έμ‹ λŸ¬λ‹ μ™„λ²½ κ°€μ΄λ“œ | ꢌ철민 μ§€μŒ | μœ„ν‚€λΆμŠ€
πŸ“š repo

βœ” Python

Do it! 점프 투 파이썬 | λ°•μ‘μš© μ§€μŒ | μ΄μ§€μŠ€νΌλΈ”λ¦¬μ‹±
πŸ“š repo