I love this so much 😂

When they say, there is no class today

Complete Roadmap to Learn Python Programming in 2025

Beginner Level

1. Basics of Python
- Understanding syntax and basic concepts
- Variables and data types
- Basic operators and expressions
- Input and output functions
- Conditional statements (if, elif, else)
- Loops (for, while)

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

3. Functions and Modules
- Defining and calling functions
- Arguments and return values
- Lambda functions
- Built-in modules and importing external modules

Intermediate Level

4. File Handling
- Reading from and writing to files
- Working with CSV, JSON, and other file formats

5. Object-Oriented Programming (OOP)
- Classes and objects
- Methods and constructors
- Inheritance and polymorphism
- Encapsulation and abstraction

6. Error Handling and Exceptions
- Try, except, finally blocks
- Raising exceptions
- Custom exceptions

7. Libraries and Frameworks
- Understanding and using popular libraries (NumPy, Pandas, Matplotlib)
- Introduction to web frameworks (Flask, Django)

Advanced Level

8. Advanced Concepts
- Decorators
- Generators
- Context managers

9. Working with Databases
- SQL and NoSQL databases
- ORM (Object-Relational Mapping) with SQLAlchemy or Django ORM

10. Web Development
- Full-stack development with Django or Flask
- RESTful APIs and backend services

11. Data Science and Machine Learning
- Data analysis with Pandas
- Data visualization with Matplotlib and Seaborn
- Machine learning with Scikit-Learn and TensorFlow

Tools and Best Practices

12. Version Control
- Using Git and GitHub for version control
- Collaboration and branching strategies

13. Testing and Debugging
- Unit testing with Unittest or PyTest
- Debugging techniques and tools

14. Development Environment
- Setting up IDEs (PyCharm, VS Code)
- Virtual environments and dependency management

15. Code Quality
- Writing clean and efficient code
- Adhering to PEP 8 standards
- Code reviews and refactoring

የኤለን መስክ ካምፓኒ Neuralink በ2025 የመጀመርያውን Brain chip ማየት በተሳነው ሰው ላይ ሊገጥም ነው።

ሙሉ በሙሉ ማየት የተሳነው ይህ ሰው እይታውን ይመልስለታል ተብሎ ይጠበቃል። ይህ መሳሪያ በoptic nerve ችግር ምክንያትና ከተወለዱ ጀምሮ ማየት የተሳናቸውን የእይታ ችግር ይመልሳል ተብሏል።

የአሜሪካ የምግብና መድሃኒት ቁጥጥር መስሪያ ቤት (FDA) ይህን መሳሪያ Breakthrough Device በሚል የመዘገበው ሲሆን እንዲ መመዝገቡም የተለያዩ ጥቃቅን ሙከራዎችን ካለፈ በኋላ ሙሉ ፈቃድ ሊያገኝ እንደሚችል ይጠበቃል።

Go finish your unfinished, abandoned projects.

@selfmadecoder

The Principle of Uncertainty (Heisenberg's Uncertainty Principle)
Physics: Heisenberg’s Uncertainty Principle states that you cannot know both the position and the momentum of a particle with perfect accuracy at the same time. The more precisely you know one, the less precisely you know the other.

Life Application: Life is full of uncertainties. We often can’t predict both where we are going and how fast we’re getting there at the same time. Accepting uncertainty as part of life can help us embrace change and the unknown, making us more adaptable and less anxious about the future.

Book Recommendation: "Uncertainty: Einstein, Heisenberg, Bohr, and the Struggle for the Soul of Science" by David Lindley

Just for the love of it👌

Sup guys,how was today?

Fam New thing is coming, on the way.we are going to start a capstone project.So,I will share all the things here as soon as we start it.

That one ጀማ after read only one page for exam but still left 99 page.
ሺ አመት አይኖር lol😂.

🚀 Project Capstone Has Officially Launched! 🎉

This is an exciting milestone for all students who have made it this far! 🎯 The Capstone Project is more than just a requirement—it's your chance to apply what you’ve learned, work as a team, and prepare for the upcoming hackathon (which Capstone is a prerequisite for). 💡 Plus, amazing opportunities await those who complete it successfully!

🔥 What We Expect from You:
✅ Stay active, communicative, and collaborative on Telegram.
✅ Engage with your team members and assigned mentors for guidance.
✅ Deliver your tasks on time ⏳ to ensure steady progress.
✅ Make the most of this opportunity to grow and sharpen your skills!

🧠 For the DSA Track:
In the next two weeks, we’ll continue our study sessions 📚, so get ready for contests and group challenges! 🚀

Stay sharp, keep coding, and let’s make this an unforgettable journey! 💻💥

🔗 From GDG Technical Team

Fam New thing is coming, on the way.we are going to start a capstone project.So,I will share all the things here as soon as we start it.

Roadmap for Ethical Hacking
1. Understanding the Basics

Learn about Computer Networks & Protocols (TCP/IP, HTTP/HTTPS, DNS, etc.)

Understand Operating Systems (Windows, Linux, macOS)

Gain knowledge in Programming Languages (Python, Bash, C, JavaScript)

Learn about Virtualization & Cloud Computing (VMware, VirtualBox, AWS, Azure)

2. Getting Comfortable with Linux

Master Linux commands & file system

Learn about Shell Scripting

Understand User Privileges & Permissions

Familiarize yourself with Kali Linux or Parrot OS

3. Networking & Security Fundamentals

Study OSI & TCP/IP Model

Learn about Firewalls, IDS & IPS

Explore VPNs, Proxies & TOR

Understand Cryptography & Encryption (AES, RSA, Hashing)

4. Ethical Hacking Basics

Learn about Types of Hackers & Ethical Hacking Phases

Understand Reconnaissance & Footprinting

Explore Scanning & Enumeration Techniques

Study Exploitation & Privilege Escalation

5. Web Application Security

Learn about OWASP Top 10 Vulnerabilities

Understand SQL Injection, XSS, CSRF, etc.

Use tools like Burp Suite, Nikto, SQLmap

Learn about API Security

6. Penetration Testing & Exploitation

Master Metasploit Framework

Learn Social Engineering Techniques

Explore Wireless Hacking (Wi-Fi, Bluetooth)

Practice Mobile & IoT Hacking

7. Digital Forensics & Incident Response

Learn Memory & Disk Forensics

Study Log Analysis & SIEM Tools

Explore Malware Analysis & Reverse Engineering

Understand Threat Hunting & SOC Operations

8. Bug Bounty & Capture The Flag (CTF) Challenges

Participate in CTF Platforms (Hack The Box, TryHackMe, OverTheWire)

Join Bug Bounty Platforms (HackerOne, Bugcrowd, Synack)

Practice Real-world Penetration Testing

9. Certifications & Career Growth

Entry-Level: CEH (Certified Ethical Hacker), Security+

Intermediate: OSCP (Offensive Security Certified Professional), eJPT

Advanced: OSWE, OSEP, CISSP

10. Continuous Learning & Community Involvement

Follow Cybersecurity Blogs & Forums (Reddit, HackersNews, ExploitDB)

Join Security Conferences & Meetups (DEFCON, Black Hat, BSides)

Contribute to Open-source Security Projects