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Python

>>   A Brief history of Python


>>   Installing Python
>>   How to execute Python program
>>   Write your first program

  • • Variables
  • • Numbers
  • • String
  • • Lists, Tuples & Dictionary

  • • if...statement
  • • The while...Loop
  • • The for....Loop
  • • Define function
  • • Calling a function
  • • Function arguments
  • • Built-in functions

  • • Modules
  • • How to import a module...?
  • • Packages
  • • How to create packages

  • • Introduction about classes & objects
  • • Creating a class & object
  • • Inheritance
  • • Methods Overriding
  • • Data hiding

  • • Writing data to a file
  • • Reading data from a file
  • • Read and Write data from csv file
  • • try...except, try...except...else
  • • finally
  • • OS module

  • • what is data analysis ?
  • • why python for data analysis ?
  • • Essential Python Libraries
  • • Ipython, Jupyter Notebook

  • • What are regular expressions?
  • • The match Function, The search Function
  • • Matching vs searching
  • • Search and Replace
  • • Extended Regular Expressions, Wildcard

  • • What is multithreading?
  • • Starting a New Thread
  • • The Threading Module
  • • Synchronizing Threads
  • • Multithreaded Priority Queue

  • • SciPy Library
  • • NumPy Library

  • • Introduction to Machine Learning
  • • Train and test datasets
  • • Supervised and Unsupervised learning
  • • Implementation of ML Algorithm in python

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