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
Step 2. Basics Concept of Python Programming
- Python Variables
- Comments In Python
Docstrings
- Newline in Python
- Escape Sequences in Python
- Python input and output
- Data Types in Python
- Python Operators
Comparison Operators
Logical Operators
Identity Operators
Membership Operators
Bitwise Operators
- Type Conversion in Python
- Booleans
- Indentation
- Python Conditional Structure
If-else
- Python Decision Structure
- Range() in Python
- Python Looping Structure
- Break and Continue Statement
- Python Strings
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 Concepts 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 Function's 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 Roadmap, Python Developer Roadmap, C++ Complete Roadmap, Machine Learning Complete Roadmap, Data Scientist Learning Roadmap, R Developer Roadmap, DevOps Learning Roadmap, and Laravel Developer Roadmap.
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