Python Complete Roadmap 2023 [UPDATED] | How to Become Python Developer 2023 - Codexashish

How to Become a Python Developer in 2023? A Simple Guide


Python Roadmap 2023

    Python Complete Roadmap 2023

    In this tutorial, you will know the complete roadmap of Python Programming from basic to advance concepts. Python Learning Roadmap 2023. Python roadmap for beginners. Python Complete tutorial. How to Become Python Developer 2023

    Step 1. Introduction to 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

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    Step  2. Basics Concept of Python Programming

    • Python Variables
    • Comments In Python
               Multi-line
               Docstrings
    • Newline in Python
    • Escape Sequences in Python
    • Python input and output
    • Data Types in Python
              String
    • Python Operators
              Assignment Operators
              Comparison Operators
              Logical Operators
              Identity Operators
              Membership Operators
              Bitwise Operators
    • Type Conversion in Python
    • Booleans
    • Indentation
    • Python Conditional Structure
              Else
              If-else
    • Python Decision Structure
    • Range() in Python
    • Python Looping Structure
              While Loop
    • Break and Continue Statement   
    • Python Strings
    String Functions and Operations
    The repr() Function

               Single-line

              Numbers

              Arithmetic Operators

              If

              Switch-case in Python

              For Loop

    String Formatters and Escape Sequences


    Step 3. Data Structure in Python Programming


    • Python List
    • Python Tuple
    • Python Dictionary
    • Python Sets

               List Comprehension in Python

               List Slices in Python

               Basic operations of List

               List Function in Python

              Tuple vs List


    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
    • Decorators in Python
    • Closure in Python
    • Working with itertools

                 exec()

      eval()


    Step 5. Python Modules and Packages

    • Modules
    • Packages

    Counter Module

                Sys Module

    defaultdict Module

    OrderedDict Module

    named tuple Module

    Numeric Modules- math, decimal, random

    Generating Random Numbers Module

    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
    • Magic Methods
    • Abstraction in Python
    • Abstract class
    • Concrete class
    • Access Specifiers in Python
    • Polymorphism in Python
    • Encapsulation in Python
    • Inheritance in Python
    • Python Operator Overloading
    • Python Function Overloading
    • Generators in Python
    • Iterators in Python
    • Properties in Python
    • Generators vs Iterators
    • The property Decorator
    • Serialization with pickle

    Methods vs Functions main difference

    Magic Methods

    Single Inheritance

    Multiple Inheritance

    Multilevel Inheritance

    Hierarchical Inheritance

    Hybrid Inheritance


    Step 10.Python Popular Frameworks

    • Django
    • Flask
    • CherryPy
    • Selenium
    • Pyramid


    Step 11.Best Python Libraries 

    1. Selenium

    2. MoviePy

    3. Pandas

    4. Pygame

    5. Tkinter


    Step 12.Best Python Libraries For Machine Learning 

    • NumPy
    • SciPy
    • Scikit-learn
    • Theano
    • Tensor Flow
    • Keras
    • PyTorch
    • Pandas
    • Matplotlib
    • Seaborn Python

    Step 13.Python Projects for Beginners

    • Login System
    • Portfolio
    • Blog Site
    • Todo App
    • Ecommerce website

    Step 14. Computer Science

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

    Step 15. Python Web Scrapping:

    • Extracting Tables
    • Data in JSON Format
    • Read CSV File

    • 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 2023.

    You should also check out, Django Developer RoadmapPython Developer RoadmapC++ Complete RoadmapMachine Learning Complete Roadmap, Data Scientist Learning Roadmap, R Developer Roadmap, DevOps Learning Roadmap, and Laravel Developer Roadmap.

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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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