Python Complete Roadmap:

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

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
           Docstrings
  • 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 Loop
          While Loop
  • Break and Continue Statement   
  • Python Strings
 String Formatters and Escape Sequences
 String Functions and Operations
 The repr() Function


Step 3.Data Structure in Python


  • Python List

           List Comprehension in Python

           List Slices in Python

          Basic operations of List

           List Function in Python

  • 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

Counter Module

            Sys Module

Defaultdict Module

OrderedDict Module

namedtuple Module

Numeric Modules- math, decimal, random

Generating Random Numbers Module

  • Packages

pip and PyPI

Modules vs Packages in Python


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 urllib
  • Deep Copy vs Shallow Copy
  • Assert Statements in Python



Step 9.Object Oriented Programming


  • Python Objects
  • Classes in Python
  • Init()
  • Methods in Python

Methods vs Functions main difference

Magic 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

  1. Django
  2. Flask
  3. CherryPy
  4. Selenium
  5. Pyramid


Step 11.Best Python Libraries 


1. Selenium

2. MoviePy

3. Pandas

4. Pygame

5. Tkinter


Step 12.Best Python Libraries For Machine Learning 


   1. NumPy

2. SciPy

3. Scikit-learn

4. Theano

5. Tensor Flow

6. Keras

7. PyTorch

8. Pandas

9. Matplotlib

10. Seaborn Python


Step 13.Python Projects for Beginners


Student Management System

University Management System

Contact Management System

Bank Management System

Contact Book Project in Django