# OneBook(Python & Deep Learning) ## OneBook(Python & Deep Learning) - [한곳에서 끝내는 파이썬 & 머신러닝 & 딥러닝](https://sdc-james.gitbook.io/onebook/master.md): 서론 - [문서 작업을 시작하며](https://sdc-james.gitbook.io/onebook/undefined.md) - [1. 인공지능(Artificial Intelligence) 시대](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence.md) - [1.1. 인공지능이란 도대체 무엇인가?](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.1.1.md) - [1.2. 4차 산업혁명](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.1.2.-4.md) - [1.3. 인공지능의 역사](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.3..md) - [1.4. 인공지능 > 머신러닝 > 딥러닝](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.4.-greater-than-greater-than.md) - [1.5. 머신러닝](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.5..md) - [1.6. 머신러닝 알고리즘](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.7..md) - [1.6.1. 지도 학습 (Supervised Learning)](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.7./1.7.1.-supervised-learning.md) - [1.6.2. 비지도 학습 (Unsupervised learning)](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.7./1.7.2.-unsupervised-learning.md) - [1.6.3. 강화 학습(Reinforcement Learning)](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.7./1.7.3.-reinforcement-learning.md) - [1.7. 인공신경망(ANN)](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.7.-ann.md) - [1.8. 딥러닝](https://sdc-james.gitbook.io/onebook/1.1.-artificial-intelligence/1.8..md) - [2. 기본 상식](https://sdc-james.gitbook.io/onebook/2.-1.md) - [2.1. 기본 용어의 이해](https://sdc-james.gitbook.io/onebook/2.-1/1..md) - [2.1.1. CPU와 GPU의 차이](https://sdc-james.gitbook.io/onebook/2.-1/1./1.1.1.-cpu-gpu.md) - [2.1.2. 오픈소스(Open Source)](https://sdc-james.gitbook.io/onebook/2.-1/1./1.1.2.-open-source.md) - [2.1.3. 깃허브(GitHub)](https://sdc-james.gitbook.io/onebook/2.-1/1./1.1.3.-github.md) - [2.1.4. 위키 Wiki](https://sdc-james.gitbook.io/onebook/2.-1/1./1.1.4.-wiki.md) - [2.1.5. 아나콘다(Anaconda)](https://sdc-james.gitbook.io/onebook/2.-1/1./1.2.-python.md) - [2.1.6. 활성화 함수](https://sdc-james.gitbook.io/onebook/2.-1/1./2.1.6..md) - [2.1.5. 딥러닝 프레임워크 소개](https://sdc-james.gitbook.io/onebook/2.-1/1./1.1.5.md) - [2.2. 텐서플로(Tensorflow)](https://sdc-james.gitbook.io/onebook/2.-1/1.4.-tensorflow.md) - [2.3. 케라스(Keras)](https://sdc-james.gitbook.io/onebook/2.-1/1.5.-keras.md) - [2.4. 파이토치(PyTorch)](https://sdc-james.gitbook.io/onebook/2.-1/2.4.-pytorch.md) - [2.5. 학습에 필요한 중요한 도구와 라이브러리들](https://sdc-james.gitbook.io/onebook/2.-1/1.6..md) - [2.5.1. 주피터 노트북(Jupyter Notebook)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./1.1.1.-jupyter-notebook.md) - [2.5.2. 파이참(PyCharm)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-17.md) - [2.5.3. 스파이더(Spyder)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-16.md) - [2.5.4. 넘파이(NumPy)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-15.md) - [2.5.5. 싸이파이(SciPy)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-14.md) - [2.5.6. Matplotlib](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-13.md) - [2.5.7. 판다스(Pandas)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-12.md) - [2.5.8. 장고(Django)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-11.md) - [2.5.9. 파이큐티(pyQT)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-10.md) - [2.5.10. 싸이킷런(Scikit-learn)(Sklearn)](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-9.md) - [2.5.11. CUDA & cuDNN](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-8.md) - [2.5.12. 파이썬 표준 내장 라이브러리](https://sdc-james.gitbook.io/onebook/2.-1/1.6./untitled-7.md) - [2.6. AI공부에 필요한 기본지식 3가지](https://sdc-james.gitbook.io/onebook/2.-1/2.6.-ai-3.md) - [2.6.1. 수학](https://sdc-james.gitbook.io/onebook/2.-1/2.6.-ai-3/2.6.1..md) - [2.6.2. 프로그래밍 기술](https://sdc-james.gitbook.io/onebook/2.-1/2.6.-ai-3/2.6.2..md) - [2.6.3. AI의 적용 대상 산업에 대한 지식](https://sdc-james.gitbook.io/onebook/2.-1/2.6.-ai-3/2.6.3.-ai.md) - [3. 개발 환경설정](https://sdc-james.gitbook.io/onebook/2..md) - [3.1. 윈도우 환경에서 설치하기](https://sdc-james.gitbook.io/onebook/2./2.1..md) - [3.1.1. 아나콘다 설치 (파이썬 설치)](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.1..md) - [1) 아나콘다 패키지 업데이트](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.1./1.md) - [2) conda에서 파이썬 가상 환경 (virtual environments) 생성하기](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.1./2-conda-virtual-environments.md) - [3) NVIDIA GPU 환경 설정하기](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.1./3-nvidia-gpu.md) - [3.1.2. 텐서플로 설치](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.2..md) - [3.1.3. 케라스 설치](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.3..md) - [3.1.4. Jupyter Notebook 설치](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.4.-jupyter-notebook.md) - [3.1.5. Visual Studio Code 설치](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.5.-visual-studio-code.md) - [3.1.6. 파이참 설치](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.5..md) - [1) 파이참 가상환경 설정](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.5./1.md) - [2) 파이참 환경 설정](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.5./3.md) - [3) 설치된 라이브러리들의 버전 확인 하기](https://sdc-james.gitbook.io/onebook/2./2.1./2.1.5./2.md) - [3.2. 리눅스 환경에서 설치하기](https://sdc-james.gitbook.io/onebook/2./2.2..md) - [3.2.1. 아나콘다 설치(파이썬 설치)](https://sdc-james.gitbook.io/onebook/2./2.2./2.2.1..md) - [3.2.2. 텐서플로 설치](https://sdc-james.gitbook.io/onebook/2./2.2./2.2.2..md) - [3.2.3. 케라스 설치](https://sdc-james.gitbook.io/onebook/2./2.2./2.2.3.-1.md) - [3.2.4. 장고 설치](https://sdc-james.gitbook.io/onebook/2./2.2./2.2.4..md) - [3.2.5. 파이참(PyCharm) 설치](https://sdc-james.gitbook.io/onebook/2./2.2./2.2.5.-pycharm.md) - [1) 파이참 가상환경 설정](https://sdc-james.gitbook.io/onebook/2./2.2./2.2.5.-pycharm/1.md) - [4. 파이썬 기초 학습](https://sdc-james.gitbook.io/onebook/3..md) - [4.1. 파이썬(Python)](https://sdc-james.gitbook.io/onebook/3./1.2-python.md) - [4.2. 파이썬의 특징](https://sdc-james.gitbook.io/onebook/3./3.2..md) - [4.3. 파이썬 기본 문법](https://sdc-james.gitbook.io/onebook/3./3.3..md) - [4.3.1. 대화형과 스크립트 모드 프로그래밍](https://sdc-james.gitbook.io/onebook/3./3.3./3.3.1..md) - [4.3.2. 모듈의 사용(import)](https://sdc-james.gitbook.io/onebook/3./3.3./3.3.2.-import.md) - [4.3.3. 파이썬 식별자(Identifiers)](https://sdc-james.gitbook.io/onebook/3./3.3./3.3.3.-identifiers.md) - [4.3.4. 예약어(Reserved Words)](https://sdc-james.gitbook.io/onebook/3./3.3./3.3.4.-reserved-words.md) - [4.3.5. 행(Lines)과 들여쓰기(Indentation)](https://sdc-james.gitbook.io/onebook/3./3.3./3.3.5.-lines-indentation.md) - [4.3.6. 문자열 표시](https://sdc-james.gitbook.io/onebook/3./3.3./3.3.6..md) - [4.3.7. 주석](https://sdc-james.gitbook.io/onebook/3./3.3./3.3.7..md) - [4.3.8. 파이썬 변수(Variables)](https://sdc-james.gitbook.io/onebook/3./3.3./3.3.8.-variables.md) - [4.4. 자료형과 연산자](https://sdc-james.gitbook.io/onebook/3./3.4..md) - [4.4.1. 자료형](https://sdc-james.gitbook.io/onebook/3./3.4./3.4.1..md) - [4.4.2. 파이썬 연산자](https://sdc-james.gitbook.io/onebook/3./3.4./1.1.1..md) - [4.5. 조건문과 반복문](https://sdc-james.gitbook.io/onebook/3./3.5..md) - [4.5.1. 조건문](https://sdc-james.gitbook.io/onebook/3./3.5./3.5.1..md) - [4.5.2. 반복문](https://sdc-james.gitbook.io/onebook/3./3.5./3.5.2..md) - [4.6. 함수](https://sdc-james.gitbook.io/onebook/3./3.6..md) - [4.6.1. 함수의 종류](https://sdc-james.gitbook.io/onebook/3./3.6./3.6.1..md) - [4.7. 모듈(Modules)](https://sdc-james.gitbook.io/onebook/3./3.7.-modules.md) - [4.7.1. 모듈의 참조 위치](https://sdc-james.gitbook.io/onebook/3./3.7.-modules/3.7.1..md) - [4.7.2. 네임스페이스(Namespace)와 범위(Scoping)](https://sdc-james.gitbook.io/onebook/3./3.7.-modules/3.7.2.-namespace-scoping.md) - [4.7.3. dir( ) 함수](https://sdc-james.gitbook.io/onebook/3./3.7.-modules/3.7.3.-dir.md) - [4.7.4. 패키지(Packages)](https://sdc-james.gitbook.io/onebook/3./3.7.-modules/3.7.4.-packages.md) - [4.7.5. 기본 내장 모듈](https://sdc-james.gitbook.io/onebook/3./3.7.-modules/3.7.5..md) - [4.8. 숫자형 활용](https://sdc-james.gitbook.io/onebook/3./3.8..md) - [4.8.1. 실습: 계산기 만들기](https://sdc-james.gitbook.io/onebook/3./3.8./3.8.4..md) - [4.9. 문자열(Strings) 활용](https://sdc-james.gitbook.io/onebook/3./3.9.-strings.md) - [4.9.1. Unicode 한글의 사용](https://sdc-james.gitbook.io/onebook/3./3.9.-strings/3.9.1.-unicode.md) - [4.9.2. 이스케이프 문자](https://sdc-james.gitbook.io/onebook/3./3.9.-strings/3.9.2..md) - [4.9.3. 문자열 연산자](https://sdc-james.gitbook.io/onebook/3./3.9.-strings/3.9.3..md) - [4.9.4. 문자열 포맷 연산자](https://sdc-james.gitbook.io/onebook/3./3.9.-strings/3.9.4..md) - [4.9.5. 내장 문자열 함수](https://sdc-james.gitbook.io/onebook/3./3.9.-strings/3.9.5..md) - [4.10. 시퀀스(Sequence) 자료형 활용](https://sdc-james.gitbook.io/onebook/3./3.10.-sequence.md) - [4.10.1. 리스트(Lists)](https://sdc-james.gitbook.io/onebook/3./3.10.-sequence/3.10.1.-lists.md) - [4.10.2. 튜플(Tuple)](https://sdc-james.gitbook.io/onebook/3./3.10.-sequence/3.10.2.-tuple.md) - [4.10.3. 딕셔너리(Dictionary)](https://sdc-james.gitbook.io/onebook/3./3.10.-sequence/3.10.3.-dictionary.md) - [4.11 Class](https://sdc-james.gitbook.io/onebook/3./3.11-class.md) - [4.12. Date & Time](https://sdc-james.gitbook.io/onebook/3./3.11.-date-and-time.md) - [4.13. 파이썬 에러처리](https://sdc-james.gitbook.io/onebook/3./3.12..md) - [5. 기초수학](https://sdc-james.gitbook.io/onebook/4.-1.md) - [6. 머신러닝을 위한 파이썬](https://sdc-james.gitbook.io/onebook/4..md) - [7. 텐서플로 2.x](https://sdc-james.gitbook.io/onebook/6.-2.x.md) - [8. 딥러닝을 이용한 자연어 처리 입문](https://sdc-james.gitbook.io/onebook/7..md) - [9. 파이토치로 시작하는 딥 러닝 입문](https://sdc-james.gitbook.io/onebook/undefined-2.md) - [9.6 6. Pytorch lightning](https://sdc-james.gitbook.io/onebook/9.6-6.-pytorch-lightning.md) - [A1. 필수 학습 라이브러리들](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy.md) - [4.1 NumPy](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.1-numpy.md) - [4.1.1. Basic Operations](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.1-numpy/4.1.1.-basic-operations.md) - [4.1.2. Indexing, Slicing 그리고 Iterating](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.1-numpy/4.1.2.-indexing-slicing-iterating.md) - [3.13.3. Shape Manipulation](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.1-numpy/3.13.3.-shape-manipulation.md) - [4.2 Matplotlib](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.2-matplotlib.md) - [4.3 SciPy](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.3-scipy.md) - [4.3.1. Interpolation](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.3-scipy/4.3.1.-interpolation.md) - [4.3.2. Optimization](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.3-scipy/4.3.2.-optimization.md) - [4.3.3. Fast Fourier transforms: scipy.fftpack](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.3-scipy/4.3.3.-fast-fourier-transforms-scipy.fftpack.md) - [4.4 Pandas](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.4-pandas.md) - [4.4.1 Pandas 자료구조](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.4-pandas/4.4.1-pandas.md) - [4.4.2 Pandas 활용하기](https://sdc-james.gitbook.io/onebook/4.-numpy-and-scipy/4.4-pandas/4.4.2-pandas.md) - [A2. 머신러닝 & 딥러닝](https://sdc-james.gitbook.io/onebook/4.-and.md) - [5.1. 머신러닝 개념 소개](https://sdc-james.gitbook.io/onebook/4.-and/5.1..md) - [5.1.1. 경사하강법(Gradient Descent )](https://sdc-james.gitbook.io/onebook/4.-and/5.1./5.1.1.-gradient-descent.md) - [5.1.2. 분류 (Classification)](https://sdc-james.gitbook.io/onebook/4.-and/5.1./5.1.2.-classification.md) - [5.1.3. MNIST Dataset 소개](https://sdc-james.gitbook.io/onebook/4.-and/5.1./5.1.3.-mnist-dataset.md) - [5.2. 딥러닝 개념 소개](https://sdc-james.gitbook.io/onebook/4.-and/5.2..md) - [5.2.1. 퍼셉트론](https://sdc-james.gitbook.io/onebook/4.-and/5.2./5.2.1..md) - [5.2.2. 인공 신경망](https://sdc-james.gitbook.io/onebook/4.-and/5.2./5.2.2..md) - [5.2.3. 대표적인 딥러닝 모델](https://sdc-james.gitbook.io/onebook/4.-and/5.2./5.2.3..md) - [5.3. Tensorflow를 사용한 학습](https://sdc-james.gitbook.io/onebook/4.-and/5.3.-mnist-dataset.md) - [5.3.1. TensorFlow 기본 메커니즘](https://sdc-james.gitbook.io/onebook/4.-and/5.3.-mnist-dataset/5.4.1.-tensorflow.md) - [5.3.2. Tensorflow Types](https://sdc-james.gitbook.io/onebook/4.-and/5.3.-mnist-dataset/5.4.2.-tensorflow-types.md) - [5.3.3. 기본 동작 실습](https://sdc-james.gitbook.io/onebook/4.-and/5.3.-mnist-dataset/5.4.3..md) - [5.3.4. 선형 회귀](https://sdc-james.gitbook.io/onebook/4.-and/5.3.-mnist-dataset/5.4.4..md) - [5.3.5 로지스틱 회귀](https://sdc-james.gitbook.io/onebook/4.-and/5.3.-mnist-dataset/5.3.5.md) - [5.4. Keras를 사용한 학습](https://sdc-james.gitbook.io/onebook/4.-and/5.4.-tensorflow.md) - [5.4.1. Keras로 분석한 선형 회귀](https://sdc-james.gitbook.io/onebook/4.-and/5.4.-tensorflow/5.4.1.-keras.md) - [5.4.2. CNN(Convolutional Neural Network)](https://sdc-james.gitbook.io/onebook/4.-and/5.4.-tensorflow/5.4.2.-cnn-convolutional-neural-network.md) - [5.4.3. Fashion MNIST with Keras](https://sdc-james.gitbook.io/onebook/4.-and/5.4.-tensorflow/5.4.3.-fashion-mnist-with-keras.md) - [5.5. 웹 크롤링](https://sdc-james.gitbook.io/onebook/4.-and/5.5.-keras.md) - [5.5.1. requests와 BeautifulSoup으로 웹 크롤러 만들기](https://sdc-james.gitbook.io/onebook/4.-and/5.5.-keras/5.5.1.-requests-beautifulsoup.md)