파이썬, 인간의 일생 : 네이버 블로그

파이썬을 이미 사용중인 프로그래머를 위한 사용지침서  파이썬 / 임베디드,연구개발  2015. 6. 21. 23:35 http://blog.naver.com/jinwon62/220397213211 전용뷰어 보기 파이썬으로 프로그램하다 보면, 애매모호 하고 간지러운데가 있다. 이때 찾아보면 도움되는 사이트. 파이썬을 이미 사용중인 프로그래머를 위한 내용들. http://www.bogotobogo.com/python/pytut.php Python Tutorial: Home - 2015 www.bogotobogo.com List of Python Tutorials Python Home Introduction Running Python Programs (os, sys, import) Modules and IDLE (Import, Reload, exec) Object Types - Numbers, Strings, and None Strings - Escape Sequence, Raw String, and Slicing Strings - Methods Formatting Strings - expressions & method calls Files and os.path Traversing directories recursively Subprocess Module Regular Expressions with Python Object Types - Lists Object Types - Dictionaries and Tuples Functions def, *args, **kargs Functions lambda Built-in Functions map, filter, and reduce Decorators List Comprehension Sets (union/intersection) and itertools - Jaccard coefficient & shingling to check plagiarism Hashing (Hash tables & hashlib) Dictionary Comprehension with zip The yield keyword Generator Functions and Expressions generator.send() method Iterators Iterators II Classes and Instances (__init__, __call__, etc.) if__name__ == '__main__' argparse @static method vs class method Private attributes and private methods bits, bytes, bitstring, and constBitStream Python Object Serialization - pickle and json Python Object Serialization - yaml and json Priority queue and heap queue data structure Graph data structure Dijkstra's shortest path algorithm Prim's spanning tree algorithm Closure Functional programming in Python Remote running a local file using ssh SQLite 3 - A. Connecting to DB, create/drop table, and insert data into a table SQLite 3 - B. Selecting, updating and deleting data MongoDB with PyMongo I - Installing MongoDB ... Python HTTP Web Services - urllib, httplib2 Web scraping with Selenium for checking domain availability Multithreading ... Python Network Programming I - Basic Server / Client : A Basics Python Network Programming II - Chat Server / Client Python Network Programming III - Echo Server using socketserver network framework Python Network Programming IV - Asynchronous Request Handling : ThreadingMixIn and ForkingMixIn Python Interview Questions I Python Interview Questions II Python & C++ with SIP PyDev with Eclipse Matplotlib NumPy array basics A NumPy Matrix and Linear Algebra Celluar Automata Batch gradient descent algorithm Longest Common Substring Algorithm Python Unit Test - TDD using unittest.TestCase class Simple tool - Google page ranking by keywords Google App Hello World Google App webapp2 & WSGI Uploading Google App Hello World Python 2 vs Python 3 virtualenv and virtualenvwrapper Uploading a big file to AWS S3 using boto module Scheduled stopping and starting an AWS instance Cloudera CDH5 - Scheduled stopping and starting services Removing Cloud Files - Rackspace API with curl and subprocess Apache Spark 1.3 with PySpark (Spark Python API) Shell Apache Spark 1.2 Streaming bottle 0.12.7 - Fast and simple WSGI-micro framework for small web-applications ... Fabric - streamlining the use of SSH for application deployment Neural Networks with backpropagation for XOR using one hidden layer NLP - NLTK (Natural Language Toolkit) ... RabbitMQ(Message broker server) & Celery(Task queue) ... OpenCV3 & Matplotlib ... Simple tool - Concatenating slides using FFmpeg ... iPython - Signal Processing with NumPy Machine Learning : scikit-learn ... Django 1.6 Web Framework ... [출처] 파이썬을 이미 사용중인 프로그래머를 위한 사용지침서|작성자 wonjincnc