In this tutorial, you will see basic to advance roadmap for python programming.

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Step 1.Introduction

• Introduction to Python
• History of Python
• Installation and Setup of Python
• Applications and Features of Python
• Career in Python
• Python vs R
• Python vs Php
• Python vs JavaScript
• Compilers vs Interpreters
• Flavours of Python
• Python Environment Setup

Step 2.Basics Concept

• Python Variables

• Comments In Python:
  

    Single-line  Multi-line  Docstring

• Newline in Python

• Escape Sequences in Python

• Python input and output

• Data Types in Python:
  

    Numbers  String

• Python Operators:
  

    Arithmetic Operators  Assignment Operators  Comparison Operators  Logical Operators  Identity Operators  Membership Operators  Bitwise Operators

• Type Conversion in Python

• Booleans

• Indentation

• Python Conditional Structure:
  

    If  Else  If-else

• Python Decision Structure:
  

  Switch-case in Python

• Range() in Python

• Python Looping Structure:
  

  For LoopWhile Loop

• Break and Continue Statement

• Python Strings:
  

  String Formatters and Escape SequencesString Functions and OperationsThe repr() Function

Step 3.Data Structure in Python

• Python List:
  

  List ComprehensionList SlicesOperation of ListList Function

• Python Tuple:
  

  Tuple vs List

• Python Dictionary

• Python Sets

Step 4.Functional Programming

• Pure Function
• Immutable Data Structures
• Functions in Python
• Lambda Expressions
• The filter() Function
• The map() Function
• The reduce() Function
• Recursion Function in Python

• Built-in Functions:
  

  exec()eval()

• Decorators in Python

• Closure in Python

• Working with itertools

Step 5.Python Modules and Packages

• Modules:
  

  CounterDefaultdictOrderedDictnamedtupleNumeric Modules- math, decimal, randomsysGenerating Random Numbers

• Packages:
  

  pip and PyPIModules vs Package

Step 6.Exception Handling

• Errors and Exceptions
• Exception Handling
• Finally Blocks
• Testing with unittest
• Assertion in Python

Step 7.File Handling

• Opening and Closing Files
• Reading and Writing Files
• Managing Directories and Files
• Renaming Files in Python
• Copying Files in Python
• Zipping Files in Python

Step 8.Advance Concept in Python

• Python Regular Expressions
• Text Analyzer
• Metacharacters
• Multithreading in Python
• Packing and Unpacking Feature
• Virtual Environments and Packages
• The calendar Module
• The Python Debugger
• Pretty-Printing with pprint
• CGI Programming with Python
• Understanding urllibDeep Copy vs Shallow Copy
• Assert Statements in Python

Step 9.Object Oriented Programming

• Python Objects
• Classes in Python
• Init()

• Methods in Python:
  

  Methods vs FunctionsMagic (Dunder) Methods

• Magic Methods

• Abstraction in Python

• Abstract class

• Concrete class

• Access Specifiers in Python

• Polymorphism in Python

• Encapsulation in Python

• Inheritance in Python:
  

    Single Inheritance    Multiple Inheritance    Multilevel Inheritance    Hierarchical Inheritance    Hybrid Inheritance

• Python Operator Overloading
• Python Function Overloading
• Generators in Python
• Iterators in Python
• Properties in Python
• Generators vs Iterators
• The property Decorator
• Serialization with pickle

Step 10.Popular Frameworks

DjangoFlaskCherryPySeleniumPyramid

Step 11.Best Python Libraries

1. Selenium2. MoviePy3. Pandas4. Pygame5. Tkinter

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Step 12.Best Python Libraries For Machine Learning

1. NumPy2. SciPy3. Scikit-learn4. Theano5. Tensor Flow6. Keras7. PyTorch8. Pandas9. Matplotlib10. Seaborn Python

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Step 13.Python Projects for Beginners

Student Management System
University Management System
Contact Management System
Bank Management System
Contact Book Project in Django

Conclusion:

Thank you for reading this blog. I wish you the best in your journey in learning and mastering in Python Programming.