:snake: PythonScript :page_with_curl:

Collection of :computer: Cool PythonScript with neat Documentation :page_facing_up: and Example

Author. : Ravishankar Chavare

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Fundamental Python

1.Basic Of Python

• Basic Concepts

  • Basic Introduction and Installation
  • Introduction Of PIP
  • Write And Execute Python Program
  • Useful Some IDLE Shortcuts
  • Variables and Data Types
  • Read Input From User
  • Indentation
  • Comments in Python

• Conditional Statement

  • If Else

• Loop Statement

  • For Loop
  • While Loop
  • Else in Loop

2.Comman Data Structure Used in Python

1. String

   • Basic of String
   • String Methods
   • String Formatting

2. List

   • Basic of List
   • Insert,Delete,Update On List
   • List Comprehenstion
   • Extended Slicing on List
   • List Methods

3. Tuple

   • Basic of Tuple
   • Operation on Tuple
   • Function On Tuple

4. Set

   • Basic of Set
   • Adding And Removing Element
   • Union,Intersection,Difference

5. Dictionary

   • Basic Of Dictionary
   • Adding Removing Elements

3.Important Concepts in Python

• Function:

  • Basic Of Function
  • Function Arguments
  • Lambda Function

• Error Handeling

  • Basic of Exception Handeling

• File Handeling

  • Basic Of File (OpenFile)
  • Read Content of File
  • Write content to file
  • File Methods

4.OOPS Concept

• Basic

  • Basic of class and Object
  • Attributes and Methods
  • Constructor in class
  • Instance and Class Variable
  • DocString in python

• Inheritance

  • Basic Of Inheritance
  • Single Inheritance
  • Multiple Inheritance
  • Multilevel Inheritance
  • Hybrid Inheritance

• Encapsulation

  • Public
  • Private
  • Protected

• Abstraction

• Polymorphism

  • Method Overloading
  • Method Overriding

5.Modules

• Basic
  • Basic Of Modules
  • Custom Modules
• Some Important Modules
  • Platform
  • OS Module
    • Basic of OS
    • File Name Access
    • os.path Module

6.Regular Expression In Python

• RE
  • Basic of Regular Expression
  • Built In Function Of RE
  • Modifiers
  • Identifiers
  • Escaping Metacharacters

Intermediate Python

1. Data Structure And Algorithm

• Basic
  • Basic of Data Structure and Algorithm
• Array
  • Basic Of Array
  • Array Operation
• Linked list
  • Basic Of Linked List
  • Create And Traverse
  • Insert New Node
  • Update Node In Linked List
  • Remove Node In Linked List
• Stack
  • Basic Of Stack
  • Operation on Stack
• Queue
  • Basic Of Queue
  • Queue Implementation using List
• Deque
  • Basic of Deque
  • Deque Using List
• Tree:
  • Basic Of Tree Datstructure
  • Binary Tree:
    • Basic of Binary Tree
    • Types OF Binary Tree
  • BinarySearch Tree
    • Binary search tree
    • Operation On BST
• Heap
• Tries
• Graph
• Hash Table
• Search Algorithm
  • Linear Search
  • Binary Search

Some Important Utilty Modules

• Module logging

  • Basic Of Logging
  • Writing Log To File

• ZipFile Handeling

  • Basic Of ZipFile
  • Extract Data From Zip FIles

• Threading

  • MultiProcessing And MultiThreading Difference
  • Basic Of Threading
  • Return Value from Thread

Machine Learning Libraries

• Basic Introduction

• Setup and Installation JupyterNoteBook

  • Basic Of JupyterNoteBook
  • Shortcuts of Jupyter NoteBook

• Numpy

  • Basic Of Numpy
  • Create Numpy Array
  • Indexing and Selection
  • Operation on Numpy

• Pandas

  • Basic of Pandas And Installation
  • Introduction
  • Series
  • DataFrame
  • Conditional Selection on DataFrame
  • DataFrame Plotting graphs using Matplotlib
  • Modifying Index and Header of Dataframe
  • Import and Export different data structures from files
  • Concatenate,merge,join Dataframe

Project Using Python

• Beginer
  • Simple Email Send
  • Server Ping Manager & Export Result into Excel
• Intermediate
  • System Information
• Advance
  • Fantasy-Cricket-Game