René's URL Explorer Experiment


Title: Python for JS Developers — AICE Associate & Professional 대비

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Domain: newids.github.io

Links:

Chapter 00. 이 책을 읽기 전에https://newids.github.io/python4js/#ch00_about
Chapter 01. 개발 환경과 실행 모델https://newids.github.io/python4js/#ch01_environment
Chapter 02. 변수·타입·연산자https://newids.github.io/python4js/#ch02_variables_types
Chapter 03. 문자열과 포매팅https://newids.github.io/python4js/#ch03_strings
Chapter 04. 컬렉션: list·dict·set·tuplehttps://newids.github.io/python4js/#ch04_collections
Chapter 05. 제어 흐름https://newids.github.io/python4js/#ch05_control_flow
Chapter 06. 컴프리헨션https://newids.github.io/python4js/#ch06_comprehensions
Chapter 07. 함수https://newids.github.io/python4js/#ch07_functions
Chapter 08. 스코프와 클로저https://newids.github.io/python4js/#ch08_scope_closures
Chapter 09. 클래스와 객체https://newids.github.io/python4js/#ch09_classes
Chapter 10. 모듈과 패키지https://newids.github.io/python4js/#ch10_modules
Chapter 11. 에러 처리https://newids.github.io/python4js/#ch11_error_handling
Chapter 12. 이터레이터와 제너레이터https://newids.github.io/python4js/#ch12_iterators_generators
Chapter 13. NumPy 기초https://newids.github.io/python4js/#ch13_numpy
Chapter 14. Pandas I: Series와 DataFramehttps://newids.github.io/python4js/#ch14_pandas_basics
Chapter 15. Pandas II: 전처리https://newids.github.io/python4js/#ch15_pandas_preprocessing
Chapter 16. 시각화https://newids.github.io/python4js/#ch16_visualization
Chapter 17. Scikit-learn 모델링 프로세스https://newids.github.io/python4js/#ch17_sklearn_modeling
Chapter 18. Keras 딥러닝 기초https://newids.github.io/python4js/#ch18_keras_basics
Chapter 19. 고급 전처리와 특성 공학https://newids.github.io/python4js/#ch19_feature_engineering
Chapter 20. 앙상블 모델https://newids.github.io/python4js/#ch20_ensemble_models
Chapter 21. 하이퍼파라미터 튜닝과 Pipelinehttps://newids.github.io/python4js/#ch21_tuning_pipeline
Chapter 22. 모델 평가 심화와 교차검증https://newids.github.io/python4js/#ch22_model_evaluation
Chapter 23. 딥러닝 심화: CNN·RNN·시계열https://newids.github.io/python4js/#ch23_deep_learning_advanced
Chapter 24. 텍스트 데이터 처리 기초https://newids.github.io/python4js/#ch24_text_processing
Appendix A. JS → Python 치트시트https://newids.github.io/python4js/#appendix_a_cheatsheet
Appendix B. AICE 실기 팁과 자주 하는 실수https://newids.github.io/python4js/#appendix_b_exam_tips
Appendix C. Associate vs Professional 로드맵https://newids.github.io/python4js/#appendix_c_roadmap

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