[Python]
파이썬 공식 사이트 https://www.python.org/
Python Packaging Index https://pypi.org/
(개념)
점프 투 파이썬 https://wikidocs.net/book/1
왕초보를 위한 Python https://wikidocs.net/book/2
파이썬 – 기본을 갈고 닦자! https://wikidocs.net/book/1553
핵심만 간단히, Hello World! 파이썬 3 https://wikidocs.net/book/1657
Practical Python Programming https://wikidocs.net/book/4606
실용 파이썬 프로그래밍(Practical Python Programming 번역) https://wikidocs.net/book/4673
토닥토닥 파이썬 – 파이썬 기초 https://wikidocs.net/book/1637
생활코딩 – 언어 – Python & Ruby https://opentutorials.org/course/1750
윤대희 – Python https://076923.github.io/posts/#Python
프로그래밍 학습 블로그 – Python https://m.blog.naver.com/PostList.nhn?blogId=qbxlvnf11&categoryNo=32&listStyle=style1
(문제)
초보자를 위한 파이썬 300제 https://wikidocs.net/book/922
(활용)
예제로 배우는 파이썬 프로그래밍 http://pythonstudy.xyz/
잡동사니 탐구 – 파이썬 https://m.blog.naver.com/PostList.nhn?blogId=samsjang&categoryNo=49&listStyle=style1
vinta/awesome-python https://github.com/vinta/awesome-python
Real Python https://realpython.com/
Python Snippets – 파이썬 조각 코드 모음집 https://wikidocs.net/book/536
(가상환경/의존성 관리)
venv https://docs.python.org/ko/3/library/venv.html
virtualenv https://virtualenv.pypa.io/en/latest/index.html
Anaconda https://www.anaconda.com/
poetry https://python-poetry.org/
(개발 도구)
PyCharm https://www.jetbrains.com/ko-kr/pycharm/
Jupyter https://jupyter.org/
Spyder https://www.spyder-ide.org/
Visual Studio https://visualstudio.microsoft.com/ko/
Visual Studio Code https://code.visualstudio.com/
[Machine Learning/Deep Learning]
(딥러닝 이론, TensorFlow, PyTorch)
생활코딩 – 데이터 과학 – 머신러닝1 https://opentutorials.org/course/4548
생활코딩 – 데이터 과학 – Tensorflow 1 https://opentutorials.org/course/4570
모두를 위한 머신러닝/딥러닝 강의 https://hunkim.github.io/ml/
Dive into Deep Learning http://d2l.ai/index.html
teddylee777/machine-learning https://github.com/teddylee777/machine-learning
PyTorch로 시작하는 딥 러닝 입문 https://wikidocs.net/book/2788
yunjey/pytorch-tutorial https://github.com/yunjey/pytorch-tutorial
윤대희 – AI https://076923.github.io/posts/#AI
rasbt/deeplearning-models https://github.com/rasbt/deeplearning-models
프로그래밍 학습 블로그 – 인공지능/머신러닝 https://m.blog.naver.com/PostList.nhn?blogId=qbxlvnf11&categoryNo=46
(공식 튜토리얼)
TensorFlow 공식 튜토리얼 https://www.tensorflow.org/tutorials
PyTorch 공식 튜토리얼 https://tutorials.pytorch.kr/
(자연어 처리)
딥 러닝을 이용한 자연어 처리 입문 https://wikidocs.net/book/2155
(강화학습)
utilForever/2019-OSS-Summer-RL https://github.com/utilForever/2019-OSS-Summer-RL
[Mathematics & Science]
윤대희 – Python-Numpy https://076923.github.io/posts/#Python-Numpy
윤대희 – Python-OpenCV https://076923.github.io/posts/#Python-OpenCV
[Web Programming]
(웹 활용)
파이썬 레시피 – 웹 활용 입문편 https://wikidocs.net/book/2965
나만의 웹 크롤러 만들기 시리즈 https://beomi.github.io/gb-crawling/
(Django)
Django 공식 튜토리얼 https://docs.djangoproject.com/ko/3.1/intro/tutorial01/
Django 자습 https://wikidocs.net/book/837
점프 투 장고 https://wikidocs.net/book/4223
윤대희 – Python-Django https://076923.github.io/posts/#Python-Django
(Flask)
Flask 공식 튜토리얼 https://flask.palletsprojects.com/en/1.1.x/tutorial/
점프 투 플라스크 https://wikidocs.net/book/4542
생활코딩 – WEB – WEB2 – Python https://opentutorials.org/course/3256
[Algorithm Trading]
(주식)
파이썬으로 배우는 알고리즘 트레이딩 https://wikidocs.net/book/110
(비트코인)
파이썬을 이용한 비트코인 자동매매 https://wikidocs.net/book/1665
혼자서 만드는 가상화폐 자동거래 시스템 https://wikidocs.net/book/1436
[Visualization]
(Manim)
파이썬 마님 엔진으로 수학 동영상 만들기 https://wikidocs.net/book/4381
Matplotlib Tutorial – 파이썬으로 데이터 시각화하기 https://wikidocs.net/book/5011
[GUI]
윤대희 – Python-Tkinter https://076923.github.io/posts/#Python-Tkinter
Qt for Python https://doc.qt.io/qtforpython/
PyQt5 Tutorial – 파이썬으로 만드는 나만의 GUI 프로그램 https://wikidocs.net/book/2165
초보자를 위한 Python GUI 프로그래밍 – PyQt5 https://wikidocs.net/book/2944
[Game Programming]
토닥토닥 파이썬 – 게임 만들기(pygame) https://wikidocs.net/book/3981
Ren’Py https://www.renpy.org/
[API & Documentation]
Python 3 https://docs.python.org/3/
Poetry https://python-poetry.org/docs/
TensorFlow https://www.tensorflow.org/api_docs/python/tf
Keras https://keras.io/ko/
PyTorch https://pytorch.org/docs/stable/index.html
Numpy https://numpy.org/doc/stable/reference/index.html
Pandas https://pandas.pydata.org/docs/reference/index.html#api
Scipy https://www.scipy.org/docs.html
Scikit-Learn https://scikit-learn.org/stable/modules/classes.html
NLTK http://www.nltk.org/api/nltk.html
spaCy https://spacy.io/api
Beautiful Soup https://www.crummy.com/software/BeautifulSoup/bs4/doc/
Selenium https://www.selenium.dev/selenium/docs/api/py/api.html
Django https://docs.djangoproject.com/en/3.1/
Flask https://flask.palletsprojects.com/en/1.1.x/
Pandas-Datareader https://pandas-datareader.readthedocs.io/en/latest/
Matplotlib https://matplotlib.org/api/
Manim https://eulertour.com/docs/
Manim Community https://manimce.readthedocs.io/en/latest/
Tkinter https://docs.python.org/3/library/tkinter.html
PyQt5 https://doc.qt.io/qtforpython/api.html
PySimpleGUI https://pysimplegui.readthedocs.io/en/latest/
PyGame https://www.pygame.org/docs/