Complete Python Roadmap 🐍👇

1. Introduction to Python
- Definition
- Purpose
- Python Installation
- Interpreter vs Compiler

2. Basic Python Syntax
- Print Statement
- Variables and Data Types
- Input and Output
- Operators

3. Control Flow
- Conditional Statements (if, elif, else)
- Loops (for, while)
- Break and Continue Statements

4. Data Structures
- Lists
- Tuples
- Sets
- Dictionaries

5. Functions
- Function Definition
- Parameters and Return Values
- Lambda Functions

6. File Handling
- Reading from and Writing to Files
- Handling Exceptions

7. Modules and Packages
- Importing Modules
- Creating Packages

8. Object-Oriented Programming (OOP)
- Classes and Objects
- Inheritance
- Polymorphism
- Encapsulation
- Abstraction

9. Error Handling
- Try, Except Blocks
- Custom Exceptions

10. Advanced Data Structures
- List Comprehensions
- Generators
- Collections Module

11. Decorators and Generators
- Function Decorators
- Generator Functions

12. Working with APIs
- Making HTTP Requests
- JSON Handling

13. Database Interaction with Python
- Connecting to Databases
- CRUD Operations

14. Web Development with Flask/Django
- Flask/Django Setup
- Routing and Templates

15. Asynchronous Programming
- Async/Await
- Asyncio Library

16. Testing in Python
- Unit Testing
- Testing Frameworks (e.g., pytest)

17. Pythonic Code
- PEP 8 Style Guide
- Code Readability

18. Version Control (Git)
- Basic Commands
- Collaborative Development

19. Data Science Libraries
- NumPy
- Pandas
- Matplotlib

20. Machine Learning Basics
- Scikit-Learn
- Model Training and Evaluation

21. Web Scraping
- BeautifulSoup
- Scrapy

22. RESTful API Development
- Flask/Django Rest Framework

23. CI/CD Basics
- Continuous Integration
- Continuous Deployment

24. Deployment
- Deploying Python Applications
- Hosting Platforms (e.g., Heroku)

25. Security Best Practices
- Input Validation
- Handling Sensitive Data

26. Code Documentation
- Docstrings
- Generating Documentation

27. Community and Collaboration
- Open Source Contributions
- Forums and Conferences

Resources to Learn Python:

1. Free Course
- https://www.freecodecamp.org/learn/data-analysis-with-python/

2. Projects
- t.iss.one/pythonfreebootcamp/177
- t.iss.one/pythonspecialist/90

3. Books & Notes
- https://t.iss.one/dsabooks/99
- https://t.iss.one/dsabooks/101

4. Python Interview Preparation
- https://t.iss.one/PythonInterviews
- t.iss.one/DataAnalystInterview/63

Join @free4unow_backup for more Python resources.

Like this post if you want more content like this 😄❤️

ENJOY LEARNING 👍👍

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ENJOY LEARNING 👍👍

🚀 Microsoft is offering some FREE courses 🚀


1️⃣ AI for beginners
Check this out 👇
https://microsoft.github.io/AI-For-Beginners


2️⃣ IOT
Check this out 👇
https://microsoft.github.io/IoT-For-Beginners


3️⃣ Machine Learning
Check this out👇
https://microsoft.github.io/ML-For-Beginners/#/


4️⃣ Data Science
Check this out👇
https://microsoft.github.io/Data-Science-For-Beginners/#/

Free Coding Courses

https://t.iss.one/addlist/ID95piZJZa0wYzk5

Few more courses ✅

𝟭.𝗗𝗮𝘁𝗮 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/azure-data-fundamentals-explore-non-relational-data/

𝟮.𝗦𝗾𝗹 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/azure-sql-fundamentals/

𝟯.𝗣𝗼𝘄𝗲𝗿 𝗕𝗜
https://learn.microsoft.com/en-us/training/paths/create-use-analvtics-reports-power-bi/

𝟰.𝗔𝘇𝘂𝗿𝗲 𝗰𝗼𝘀𝗺𝗼𝘀 𝗗𝗕
https://learn.microsoft.com/en-us/training/paths/create-use-analytics-reports-power-bi/

𝟱.𝗔𝗜 𝗳𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/create-no-code-predictive-models-azure-machine-learning/

Useful Windows 11 features. New shortcuts.

If you're a fan of various shortcuts, then there's a party in your street - Microsoft has added a couple of handy shortcuts to work with the new system.

Win+A - will open the quick sound setup menu, Wi-Fi and mini player.

Win+N - also in Windows 10 opens notifications, but now it includes the calendar.

Win+Z - opens a small multi-window setup window.

Win+H - this is a voice-recognition voice recorder that already knows how to work with the Russian language. For its work it is enough to open any input field, and then press the above buttons and start talking.

8 skills to invest in forever:

1. Avoid procrastination
2. Know your true self
3. Manage your time
4. Practice patience
5. Have confidence
6. Be consistent
7. Listen well
8. Speak up

This is how you can learn everything:

1. 25 minutes of focused learning
2. 5 minutes break
3. 25 minutes of focused learning
4. 25 minutes break minimum
5. Optionally go back to step 1

You can complete this cycle 2 times max per day, and it works wonders.

Just Pomodoro.

No magic.