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
- 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
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
- 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:
- 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
You should also check out this, Top 10 Programming Languages in 2022, Python Complete Roadmap, C++ Complete Roadmap, Machine Learning Complete Roadmap, and Advance Laravel Interview Questions and Answers in 2022 blogs.
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