Python Complete Roadmap 2022 | How to Become Python Developer 2022 - Codexashish

How to Become a Python Developer in 2022? A Simple Guide


Python Roadmap 2022

    Python Complete Roadmap 2022

    In this tutorial, you will know the complete roadmap of Python Programming from basic to advance concepts. Python Learning Roadmap 2022. Python roadmap for beginners. Python Complete tutorial. How to Become Python Developer 2022

    Step 1. Introduction of Python Programming

    • 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
    • Flavors of Python
    • Python Environment Setup


    Step  2. Basics Concept of Python Programming

    • 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 Programming


    • 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. Python 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

    named tuple Module

    Numeric Modules- math, decimal, random

    Generating Random Numbers Module

    • Packages

    pip and PyPI

    Modules vs Packages in Python


    Step 6.Exception Handling in Python Programming

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


    Step 7. File Handling in Python Programming

    • 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 Programming

    • 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 print
    • CGI Programming with Python
    • Understanding urllib
    • Deep Copy vs Shallow Copy
    • Assert Statements in Python
    • Map, filter, zip, reduce
    • Errors
    • Error Handling: try, except
    • File I/O
    • Regex
    • Testing, unit test
    • Import
    • Modules
    • Packages
    • Pip
    • Virtual Environments
    • Debugging

    Step 9. Python OOps Concept

    • 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.Python 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

    1. Login System
    2. Portfolio
    3. Blog Site
    4. Todo App
    5. Ecommerce website

    Step 14. Computer Science

    • Time Complexity
    • Space Complexity
    • Big O Notation
    • Data Structures
    • Algorithms

    Step 15. Python Web Scrapping:

    • Beautiful soup
    • Selenium
    • Scrapy

    Step16. Ethical Hacking with Python

    • SQL injection
    • Session hijacking
    • Man in the Middle
    • Networking
    • IP Adress
    • Exploitation
    • Social Engineering
    • Pen Testing
    • Footprinting
    • Firewall

    Conclusion:

    So in this blog, we have successfully learned the complete roadmap of Python programming for beginners. Python Complete roadmap for beginners. Python roadmap. How to Become Python Developer 2022

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    Ashish Yadav

    Hi, I am Ashish Yadav, The founder of the codexashish.com website. I am a Data Analyst by profession and a Blogger, and YouTuber by choice and I love sharing my knowledge with needy people like You. I love coding and blogging.

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