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 I - Basic Server / Client : B File Transfer
• 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 Interview Questions III
• 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
• Checking if a process is running/hanging and stop/run a scheduled task on Windows
• 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
• iPython and Jupyter - Install Jupyter, iPython Notebook, drawing with Matplotlib, and publishing it to Github
• iPython and Jupyter Notebook with Embedded D3.js
• Downloading YouTube videos using youtube-dl embedded with Python
• Machine Learning : scikit-learn ...
• Django 1.6/1.8 Web Framework ...