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Title: GitHub - newids/python4js: JS 개발자를 위한 AICE 대비 Python e-book (Associate+Professional) · GitHub

Open Graph Title: GitHub - newids/python4js: JS 개발자를 위한 AICE 대비 Python e-book (Associate+Professional)

X Title: GitHub - newids/python4js: JS 개발자를 위한 AICE 대비 Python e-book (Associate+Professional)

Description: JS 개발자를 위한 AICE 대비 Python e-book (Associate+Professional) - newids/python4js

Open Graph Description: JS 개발자를 위한 AICE 대비 Python e-book (Associate+Professional) - newids/python4js

X Description: JS 개발자를 위한 AICE 대비 Python e-book (Associate+Professional) - newids/python4js

Opengraph URL: https://github.com/newids/python4js

X: @github

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https://github.com/newids/python4js#python-for-javascript-developers--aice-대비-e-book
https://newids.github.io/python4js/https://newids.github.io/python4js/
https://github.com/newids/python4js#이-책의-특징
https://github.com/newids/python4js#목차
https://github.com/newids/python4js#part-1--python-문법-js-개발자의-눈으로
Chapter 00. 이 책을 읽기 전에https://github.com/newids/python4js/blob/main/chapters/ch00_about.md
Chapter 01. 개발 환경과 실행 모델https://github.com/newids/python4js/blob/main/chapters/ch01_environment.md
Chapter 02. 변수·타입·연산자https://github.com/newids/python4js/blob/main/chapters/ch02_variables_types.md
Chapter 03. 문자열과 포매팅https://github.com/newids/python4js/blob/main/chapters/ch03_strings.md
Chapter 04. 컬렉션: list·dict·set·tuplehttps://github.com/newids/python4js/blob/main/chapters/ch04_collections.md
Chapter 05. 제어 흐름https://github.com/newids/python4js/blob/main/chapters/ch05_control_flow.md
Chapter 06. 컴프리헨션https://github.com/newids/python4js/blob/main/chapters/ch06_comprehensions.md
Chapter 07. 함수https://github.com/newids/python4js/blob/main/chapters/ch07_functions.md
Chapter 08. 스코프와 클로저https://github.com/newids/python4js/blob/main/chapters/ch08_scope_closures.md
Chapter 09. 클래스와 객체https://github.com/newids/python4js/blob/main/chapters/ch09_classes.md
Chapter 10. 모듈과 패키지https://github.com/newids/python4js/blob/main/chapters/ch10_modules.md
Chapter 11. 에러 처리https://github.com/newids/python4js/blob/main/chapters/ch11_error_handling.md
Chapter 12. 이터레이터와 제너레이터https://github.com/newids/python4js/blob/main/chapters/ch12_iterators_generators.md
https://github.com/newids/python4js#part-2--aice-associate-실전
Chapter 13. NumPy 기초https://github.com/newids/python4js/blob/main/chapters/ch13_numpy.md
Chapter 14. Pandas I: Series와 DataFramehttps://github.com/newids/python4js/blob/main/chapters/ch14_pandas_basics.md
Chapter 15. Pandas II: 전처리https://github.com/newids/python4js/blob/main/chapters/ch15_pandas_preprocessing.md
Chapter 16. 시각화https://github.com/newids/python4js/blob/main/chapters/ch16_visualization.md
Chapter 17. Scikit-learn 모델링 프로세스https://github.com/newids/python4js/blob/main/chapters/ch17_sklearn_modeling.md
Chapter 18. Keras 딥러닝 기초https://github.com/newids/python4js/blob/main/chapters/ch18_keras_basics.md
https://github.com/newids/python4js#part-3--aice-professional-심화
Chapter 19. 고급 전처리와 특성 공학https://github.com/newids/python4js/blob/main/chapters/ch19_feature_engineering.md
Chapter 20. 앙상블 모델https://github.com/newids/python4js/blob/main/chapters/ch20_ensemble_models.md
Chapter 21. 하이퍼파라미터 튜닝과 Pipelinehttps://github.com/newids/python4js/blob/main/chapters/ch21_tuning_pipeline.md
Chapter 22. 모델 평가 심화와 교차검증https://github.com/newids/python4js/blob/main/chapters/ch22_model_evaluation.md
Chapter 23. 딥러닝 심화: CNN·RNN·시계열https://github.com/newids/python4js/blob/main/chapters/ch23_deep_learning_advanced.md
Chapter 24. 텍스트 데이터 처리 기초https://github.com/newids/python4js/blob/main/chapters/ch24_text_processing.md
https://github.com/newids/python4js#부록
Appendix A. JS → Python 치트시트https://github.com/newids/python4js/blob/main/chapters/appendix_a_cheatsheet.md
Appendix B. AICE 실기 팁과 자주 하는 실수https://github.com/newids/python4js/blob/main/chapters/appendix_b_exam_tips.md
Appendix C. Associate vs Professional 로드맵https://github.com/newids/python4js/blob/main/chapters/appendix_c_roadmap.md
https://github.com/newids/python4js#학습-경로
Appendix Chttps://github.com/newids/python4js/blob/main/chapters/appendix_c_roadmap.md
https://github.com/newids/python4js#실습-환경
Chapter 00https://github.com/newids/python4js/blob/main/chapters/ch00_about.md
https://github.com/newids/python4js#저장소-구조
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