Steps to Learn Ethical Hacking 👇

1. Basic IT Knowledge: Build a strong foundation in IT, including understanding of operating systems, networks, and programming languages.

2. Learn Networking: Study computer networks, protocols, and how data is transmitted over the internet.

3. Programming Skills: Learn languages like Python, which are commonly used in ethical hacking for scripting and automation.

4. Operating Systems: Gain expertise in Windows and Linux operating systems.

5. Cybersecurity Fundamentals: Understand the basics of cybersecurity, including encryption, firewalls, and intrusion detection systems.

6. Study Tools: Familiarize yourself with ethical hacking tools and software like Wireshark, Metasploit, and Nmap.

7. Online Courses: Take online courses or certifications in ethical hacking and cybersecurity, like Certified Ethical Hacker (CEH) or CompTIA Security+.

8. Hands-on Practice: Set up a virtual lab environment to practice hacking techniques safely. Experiment on your own systems or those you have permission to test.

9. CTFs and Challenges: Participate in Capture The Flag (CTF) competitions and online challenges to apply your skills.

10. Legal and Ethical Guidelines: Always follow ethical and legal standards. Hacking without proper authorization is illegal and unethical.

11. Stay Informed: Continuously update your knowledge as the field of cybersecurity evolves rapidly.

12. Community Involvement: Join forums, online communities, and connect with ethical hackers to learn and share experiences.

13. Certifications: Consider pursuing advanced certifications like Certified Information Systems Security Professional (CISSP) or Certified Information Security Manager (CISM).

14. Specialize: Choose an area of specialization, such as penetration testing, network security, or web application security.

15. Ethical Mindset: Remember that the goal of ethical hacking is to protect systems, not exploit them.


https://t.me/Hackerors
https://t.me/Hackerors

Researchers Uncover Chrome Extensions Abusing Affiliate Links and Stealing ChatGPT Access

"The extension does block ads as advertised, but its primary function is hidden: it automatically injects the developer's affiliate tag (10xprofit-20) into every Amazon product link and replaces existing affiliate codes from content creators," Socket security researcher Kush Pandya said.

📸 Credit: The Hacker News


https://t.me/Hackerors
https://t.me/Hackerors

Key trends shaping the future of web development 👇👇

1. Progressive Web Apps (PWAs): PWAs are becoming more popular as they combine the best of web and mobile apps, offering a seamless experience across platforms without needing app stores.

2. WebAssembly (Wasm): WebAssembly allows developers to run code written in different languages (C++, Rust) on the web with near-native performance, enhancing web application speed and capabilities.

3. AI-Powered Web Development: Artificial Intelligence (AI) and Machine Learning (ML) will become more integrated into web development, enabling features like chatbots, personalized content, predictive search, and automated design processes.

4. Voice Search Optimization: As voice search continues to grow, web developers will focus on optimizing websites for voice-activated queries, leading to changes in search engine optimization (SEO) practices and user experience design.

5. Serverless Architecture: Serverless computing allows developers to build and deploy applications without managing infrastructure. This reduces costs, enhances scalability, and enables faster development cycles.

6. Motion UI: Animation and micro-interactions will play a bigger role in web design. Motion UI helps create engaging, interactive experiences that can improve user engagement and satisfaction.

7. 5G and Enhanced Connectivity: With the rollout of 5G, faster internet speeds and lower latency will enable more complex, real-time applications, especially in areas like augmented reality (AR), virtual reality (VR), and IoT.

8. Blockchain Integration: Web development could integrate blockchain technology for decentralized applications (dApps), offering enhanced security, transparency, and user control over data.

9. Edge Computing: By bringing computing closer to the source of data, edge computing will reduce latency and improve the performance of web applications, especially for IoT and real-time data processing.

10. Cybersecurity Focus: As web applications handle more sensitive data, the importance of robust security practices, such as multi-factor authentication (MFA), encryption, and secure development frameworks, will grow.

Web Development Best Resources: https://topmate.io/coding/930165

ENJOY LEARNING 👍👍


https://t.me/Softwaretechu
https://t.me/Softwaretechu

🤤 How to Become an Ethical Hacker in 8 Months


1.   Start from the Basics (Month 1)

-Basic Computer Skills
-Intro to Cybersecurity
-CIA Triads
-Intro to Ethical Hacking
-PenTesting
-Phases of Ethical Hacking.

2.  Learn Networking Concepts (Month 2)

-Network Basics
-IP and MAC Address
-Ports
-Topology
-OSI Model
-TCP and UDP

3.   Learn some Programming Languages (Month 3 & 4)

-Python
-JavaScript
-HTML
-Shell Scripting

4. Database Skills (Month 5)

-SQL

5.  Get Hands-on Experience (Month 6 &7)

-Get well versed on Kali Linux
-Practice on Platforms like TryHackMe and HackTheBox e.t.c.

6.  Explore other Cybersecurity Techniques (Month 8)

-Password Cracking
-WI-FI Hacking
-Steganography
-Web Hacking
-Social Engineering
-Dark Web
-Google Dorking

😎 Note- The Learning Process Never Ends.... It Keeps Going Like that

https://t.me/Hackerors
https://t.me/Hackerors

✅ Cyber laws, compliance, and regulations you must know.

Why laws matter in cybersecurity
- One mistake can mean heavy fines
- Security is also legal responsibility
- Professionals must know boundaries

What compliance means
- Following legal and industry rules
- Protecting user and business data
- Proving security controls exist

Major global regulations
- GDPR
- Applies to EU citizen data
- Requires user consent
- Right to access and delete data
- Fine up to 4 percent global revenue
- HIPAA
- Protects healthcare data
- Applies to hospitals and insurers
- Requires strict access controls
- ISO 27001
- Information Security Management System
- Risk based security approach
- Certification boosts trust
- Other important regulations
- PCI DSS. Card payment security
- SOX. Financial data integrity
- IT Act 2000. India cyber law

Key compliance concepts
- Data privacy
- Collect only needed data
- Store securely
- Delete when no longer required
- Access control
- Least privilege principle
- Role based access
- Logging and audits
- Track user actions
- Detect misuse
- Mandatory for compliance
- Incident reporting
- Breaches must be reported
- Time bound notifications
- Legal penalties for hiding

Real compliance failure example
- Unreported breach
- Delayed disclosure
- Millions in fines

Cyber law basics you must know
- Unauthorized access is illegal
- Scanning without permission is crime
- Data misuse has legal impact

Beginner mistakes
- Ignoring compliance early
- Testing real systems without approval
- No documentation

What you should do next
- Read one regulation fully
- Map controls to requirements
- Practice audit style questions


https://t.me/Cybertechns
https://t.me/Cybertechns

✅ CTF platforms, hands-on labs, and how to practice like a pro.

Why CTFs are critical
- Theory doesn’t make you job-ready
- Real skills come from breaking systems
- Recruiters trust hands-on proof

What CTF means
- Capture The Flag
- Solve security challenges
- Each flag = vulnerability exploited

What skills CTFs build
- Recon and enumeration
- Exploitation thinking
- Privilege escalation
- Log analysis
- Report writing

Top platforms you must use
- TryHackMe: Beginner friendly, guided learning paths, networking, Linux, web, SOC
- Hack The Box: Realistic machines, minimal hints, industry-level difficulty
- OverTheWire: Linux and privilege escalation, terminal focused, strong fundamentals
- VulnHub: Downloadable VMs, practice offline, full attack chains

Types of CTF challenges
- Web: SQLi, XSS, file upload, auth bypass
- Network: Packet analysis, sniffing, spoofing
- Forensics: Log analysis, image and memory dumps
- Crypto: Weak encryption, broken hashes
- Reverse engineering: Crack binaries, analyze malware

Professional practice approach
- Step 1: Read problem slowly, understand goal
- Step 2: Enumerate everything, never guess early
- Step 3: Exploit carefully, take notes
- Step 4: Write what you learned, this becomes portfolio content

Beginner mistakes
- Watching walkthroughs first
- Skipping failed attempts
- Not documenting solutions

How to build a portfolio from CTFs
- Screenshots of labs
- Clear attack flow
- Vulnerability explanation
- Fix and mitigation

Daily practice routine
- 1 lab per day
- 30–60 minutes
- One write-up per challenge

What you should do next
- Start TryHackMe beginner path
- Complete 10 machines
- Write 3 detailed reports

https://t.me/Softwaretechu
https://t.me/Softwaretechu

How to Beat Social Media Algorithms

Social media platforms charge you nothing to use them, except info about you. Their algorithms decide what content to show you.❗️Don’t make their data harvesting easier —skirt the algorithms whenever you can.

✅ Don’t confirm the algorithm’s assumptions. Avoid interacting with suggested content if possible. If you find something interesting in suggestions, search for it manually and watch it from there.

✅ Eliminate suggested feeds when possible. Change your feeds to sort chronologically ➡️ don’t train the platform’s algorithm. Not for all social medias! Facebook and Twitter let you sort by recent posts. Instagram might not have a chronological feed at the moment, but it’s coming. TikTok - watch content from the “Following” (would show you videos only from accounts you follow).

✅ Use platforms without your account when possible (YouTube, Reddit).

✅ Use a burner account, with none of your real info.

#security

https://t.me/Hackerors
https://t.me/Hackerors

✅ Building a cybersecurity portfolio interview preparation roadmap

Why portfolio matters
• Certifications show knowledge
• Portfolio proves skill
• Recruiters trust practical proof

What recruiters look for
• Hands-on labs
• Real vulnerability reports
• Clear technical explanation
• Problem-solving approach

How to build a strong cybersecurity portfolio
CTF write-ups
• Explain challenge objective
• Show attack steps
• Include screenshots
• Explain prevention methods

Lab projects
• Vulnerability assessment report
• Web application testing report
• Network security audit
• Incident response simulation

GitHub portfolio structure
• Recon reports
• Exploitation walkthroughs
• Security scripts
• Tool automation projects

Blog or documentation
• Publish learning notes
• Explain attack and defense
• Builds personal brand

Beginner portfolio project ideas
• Vulnerability scan report
• Secure login implementation
• Password cracking lab analysis
• Phishing awareness simulation
• Network traffic analysis report

Certifications that help beginners
CompTIA Security+
• Industry entry-level certification
• Covers networking and threats

EC-Council CEH
• Ethical hacking certification
• Tool and attack coverage

Interview preparation roadmap
Technical rounds focus on
• Networking fundamentals
• OS and Linux commands
• OWASP vulnerabilities
• Attack lifecycle
• Security tools usage

Common interview questions
• Explain SQL injection with prevention
• Difference between hashing and encryption
• How does TLS handshake work
• Steps in incident response
• Explain Nmap scanning types

HR round preparation
• Why cybersecurity
• Real incident you solved
• Ethical hacking responsibility
• Handling pressure and deadlines

Final 5 step preparation plan
Step:1
• Complete 2 CTF challenges
• Write detailed reports

Step:2
• Revise networking and OS basics
• Practice command line tools

Step:3
• Revise OWASP vulnerabilities
• Practice Burp Suite labs

Step:4
• Mock interview practice
• Revise encryption and hashing

Step:5
• Update resume and portfolio
• Apply for internships and roles

Beginner mistakes
• Only collecting certificates
• No practical proof
• Copying others’ write-ups
• Ignoring documentation

What you should do next
• Create GitHub security portfolio
• Publish at least 5 lab reports
• Practice interview questions daily


https://t.me/Hackerors
https://t.me/Hackerors

✅ How to Apply for Cybersecurity Jobs (Step-by-Step Guide) 🛡️🔒

🔹 1. Build a Cybersecurity Portfolio

• Showcase your skills through projects:
• Setting up and configuring firewalls
• Conducting penetration tests
• Analyzing malware
• Developing security tools
• Building secure systems
• Document your projects thoroughly and share them on platforms like GitHub.

🔹 2. Optimize Your Resume

• Clearly list relevant technical skills:
• Network security, cryptography, incident response, penetration testing, SIEM, etc.
• Highlight certifications:
• CompTIA Security+, CEH, CISSP, OSCP, etc.
• Quantify achievements whenever possible:
• "Reduced network vulnerabilities by 30% through vulnerability scanning and patching."

🔹 3. Cultivate Your Online Presence

• Create a professional LinkedIn profile:
• Use a relevant headline like "Cybersecurity Analyst | Network Security | Incident Response"
• Engage with the cybersecurity community:
• Share articles, insights, and project updates.
• Contribute to open-source security projects or write security-related blog posts.

🔹 4. Explore Job Platforms Strategically

• General Job Boards: LinkedIn, Indeed, Glassdoor, Monster
• Cybersecurity-Specific Platforms: CyberSecJobs, InfoSec Jobs, ClearanceJobs (if you have security clearance)
• Company Career Pages: Target organizations with robust security teams.
• Government and Defense Contractors: Explore opportunities with federal agencies and defense contractors.

🔹 5. Target Your Applications

• Focus on entry-level, analyst, or associate roles to gain experience.
• Tailor your resume and cover letter to each specific job description.
• Showcase how your skills and experience align with the organization's security needs.

🔹 6. Prepare for Technical and Behavioral Interviews

• Technical topics:
• Networking fundamentals
• Operating system security
• Cryptography basics
• Common security vulnerabilities (OWASP Top 10)
• Incident response procedures
• Behavioral questions:
• Use the STAR method to articulate your experiences effectively.
• Practical exercises:
• Be prepared for hands-on coding or security analysis tasks.

💡 Bonus Tips

• Earn industry-recognized certifications to validate your skills.
• Participate in Capture the Flag (CTF) competitions to hone your technical abilities.
• Join cybersecurity communities and attend industry events to network and learn from peers.
• Stay updated with the latest security threats and technologies.

🔑 Key Takeaway: A strong portfolio showcasing practical skills and certifications are essential for landing a cybersecurity job.

https://t.me/Hackerors
https://t.me/Hackerors

Do you have a Telegram channel? Are you already monetizing it? 🤔 Try Inside Ads — I’ve already started earning. Here’s the link:

https://t.me/InsideAds_bot/open?startapp=r_5204557115

💵 US dollar is falling at the fastest pace since 1980

The dollar has become the second worst performer in the G10. A year ago it was the strongest. In the last 3 months, most major currencies gained sharply against it.

✅ Australian dollar up about 8%
✅ Swedish krona up over 10%
✅ New Zealand dollar up 5%
✅ Norwegian krone up close to 2%

The pressure comes from several angles. Political uncertainty in the US is rising. Trade policy looks aggressive and hard to predict, with tariffs coming back into focus. That has triggered a broad “sell America” move, with capital flowing out of US assets.

There are also doubts around Fed independence. Public pressure for easier policy makes markets question how insulated monetary decisions really are. Add growing fiscal deficits and rising debt, and confidence in the dollar takes another hit.

This looks less like a quick move and more like a shift in how global markets price US risk.

https://t.me/Coinhubofficials
https://t.me/Coinhubofficials

Top 50 SQL Interview Questions (2025)

1. What is SQL?
2. Differentiate between SQL and NoSQL databases.
3. What are the different types of SQL commands?
4. Explain the difference between WHERE and HAVING clauses.
5. Write a SQL query to find the second highest salary in a table.
6. What is a JOIN? Explain different types of JOINs.
7. How do you optimize slow-performing SQL queries?
8. What is a primary key? What is a foreign key?
9. What are indexes? Explain clustered and non-clustered indexes.
10. Write a SQL query to fetch the top 5 records from a table.
11. What is a subquery? Give an example.
12. Explain the concept of normalization.
13. What is denormalization? When is it used?
14. Describe transactions and their properties (ACID).
15. What is a stored procedure?
16. How do you handle NULL values in SQL?
17. Explain the difference between UNION and UNION ALL.
18. What are views? How are they useful?
19. What is a trigger? Give use cases.
20. How do you perform aggregate functions in SQL?
21. What is data partitioning?
22. How do you find duplicates in a table?
23. What is the difference between DELETE and TRUNCATE?
24. Explain window functions with examples.
25. What is the difference between correlated and non-correlated subqueries?
26. How do you enforce data integrity?
27. What are CTEs (Common Table Expressions)?
28. Explain EXISTS and NOT EXISTS operators.
29. How do SQL constraints work?
30. What is an execution plan? How do you use it?
31. Describe how to handle errors in SQL.
32. What are temporary tables?
33. Explain the difference between CHAR and VARCHAR.
34. How do you perform pagination in SQL?
35. What is a composite key?
36. How do you convert data types in SQL?
37. Explain locking and isolation levels in SQL.
38. How do you write recursive queries?
39. What are the advantages of using prepared statements?
40. How to debug SQL queries?
41. Differentiate between OLTP and OLAP databases.
42. What is schema in SQL?
43. How do you implement many-to-many relationships in SQL?
44. What is query optimization?
45. How do you handle large datasets in SQL?
46. Explain the difference between CROSS JOIN and INNER JOIN.
47. What is a materialized view?
48. How do you backup and restore a database?
49. Explain how indexing can degrade performance.
50. Can you write a query to find employees with no managers?

https://t.me/Hackerors
https://t.me/Hackerors

🔹 CYBERSECURITY – INTERVIEW REVISION SHEET

1️⃣ What is Cybersecurity?
> “Cybersecurity involves the practice of protecting systems, networks, and programs from digital attacks, which typically aim to access, change, or destroy sensitive information.”

2️⃣ Key Concepts in Cybersecurity
• Confidentiality: Ensuring that sensitive information is accessed only by authorized individuals.
• Integrity: Maintaining the accuracy and completeness of data.
• Availability: Ensuring that information and resources are accessible when needed.

3️⃣ Types of Cyber Threats
• Malware: Malicious software designed to harm or exploit any programmable device or network (e.g., viruses, worms, ransomware).
• Phishing: Fraudulent attempts to obtain sensitive information by disguising as a trustworthy entity.
• Denial of Service (DoS): Attacks aimed at making a service unavailable by overwhelming it with traffic.

4️⃣ Common Cybersecurity Attacks
• Man-in-the-Middle (MitM): Interception of communication between two parties.
• SQL Injection: Inserting malicious SQL queries via input fields to manipulate databases.
• Cross-Site Scripting (XSS): Injecting malicious scripts into trusted websites.

5️⃣ Security Measures
• Firewalls: Network security devices that monitor and control incoming and outgoing network traffic.
• Intrusion Detection Systems (IDS): Tools that monitor networks for malicious activity or policy violations.
• Encryption: The process of converting information into a code to prevent unauthorized access.

6️⃣ Security Frameworks and Standards
• NIST Cybersecurity Framework: A policy framework of computer security guidance for how private sector organizations can assess and improve their ability to prevent, detect, and respond to cyber attacks.
• ISO/IEC 27001: An international standard for managing information security.

7️⃣ Risk Management in Cybersecurity
• Risk Assessment: Identifying and analyzing potential risks to the organization.
• Mitigation Strategies: Implementing measures to reduce risk (e.g., training, policies, and technology).

8️⃣ Incident Response Process
1. Preparation
2. Detection and Analysis
3. Containment, Eradication, and Recovery
4. Post-Incident Activity

9️⃣ Security Best Practices
• Regularly update software and systems.
• Use strong, unique passwords and implement multi-factor authentication (MFA).
• Conduct regular security training for employees.

🔟 Compliance and Regulations
• GDPR: General Data Protection Regulation - European Union regulation on data protection and privacy.
• HIPAA: Health Insurance Portability and Accountability Act - U.S. law designed to provide privacy standards to protect patients' medical records.

1️⃣1️⃣ Tools and Technologies in Cybersecurity
• Antivirus software
• SIEM (Security Information and Event Management) tools
• VPNs (Virtual Private Networks)

1️⃣2️⃣ Explain Your Cybersecurity Project (Template)
> “The objective was to . I identified vulnerabilities using . I implemented security measures and monitored the results through . The outcome was _.”

1️⃣3️⃣ Behavioral Interview Questions in Cybersecurity
Why Cybersecurity?
> “I am passionate about protecting individuals and organizations from cyber threats and ensuring data integrity.”
Biggest challenge:
“Managing the evolving landscape of cyber threats.”
Strength:
“Strong analytical skills combined with hands-on experience in threat detection.”

🔥 LAST-DAY INTERVIEW TIPS
• Be prepared to discuss real-world scenarios and how you would respond.
• Stay updated on the latest cybersecurity trends and threats.
• Emphasize your problem-solving skills and ability to work under pressure.

https://t.me/Cybertechns
https://t.me/Cybertechns

🔐 Freelancers & Cyber Risks Why Online Security Matters More Than Ever .

Freelancers enjoy flexibility and independence, but they also face unique cybersecurity risks that many people underestimate. Working from public Wi-Fi, using personal devices for business tasks, managing multiple online platforms, and handling client payments or sensitive data make freelancers attractive targets for cybercriminals.

⚠️ Common threats include phishing attacks disguised as client emails, account takeovers where hackers steal login credentials, payment fraud through fake invoices or overpayment scams, and malware hidden in project files or attachments. Data breaches can also happen when files are stored without proper protection, potentially exposing confidential client information.

💡 Protecting yourself doesn’t require advanced technical skills — just smart security habits. Use strong and unique passwords, enable Multi-Factor Authentication (MFA) on all important accounts, avoid clicking suspicious links, use trusted platforms, and consider using a VPN when working on public networks.

🌐 Cyber awareness is essential for freelancers who rely on digital platforms for income. One small mistake can lead to financial loss or account compromise, so staying informed is your strongest defense.

👉 Comment “SECURE” if you take cybersecurity seriously.
👉 Tag a freelancer friend who should see this.
👉 Save & Share this post to help others stay safe online.
👉 Follow for daily cybersecurity, freelancing safety, and tech tips.

#FreelancerSecurity #viralpost #CyberSecurityTips #OnlineSafety #DigitalFreelancer #CyberAwareness #uk #usa #DataProtection #RemoteWorkSecurity #CyberEducation #TechLearning #StaySafeOnline #FreelanceLife


https://t.me/Cybertechns
https://t.me/Cybertechns

Java coding interview questions

1. Reverse a String:
Write a Java program to reverse a given string.
2. Find the Largest Element in an Array:
Find and print the largest element in an array.
3. Check for Palindrome:
Determine if a given string is a palindrome (reads the same backward as forward).
4. Factorial Calculation:
Write a function to calculate the factorial of a number.
5. Fibonacci Series:
Generate the first n numbers in the Fibonacci sequence.
6. Check for Prime Number:
Write a program to check if a given number is prime.
7. String Anagrams:
Determine if two strings are anagrams of each other.

8. Array Sorting:
Implement sorting algorithms like bubble sort, merge sort, or quicksort.

9. Binary Search:
Implement a binary search algorithm to find an element in a sorted array.

10. Duplicate Elements in an Array:
Find and print duplicate elements in an array.

11. Linked List Reversal:
Reverse a singly-linked list.

12. Matrix Operations:
Perform matrix operations like addition, multiplication, or transpose.

13. Implement a Stack:
Create a stack data structure and implement basic operations (push, pop).

14. Implement a Queue:
Create a queue data structure and implement basic operations (enqueue, dequeue).

15. Inheritance and Polymorphism:
Implement a class hierarchy with inheritance and demonstrate polymorphism.

16. Exception Handling:
Write code that demonstrates the use of try-catch blocks to handle exceptions.
17. File I/O:
Read from and write to a file using Java's file I/O capabilities.
18. Multithreading:
Create a simple multithreaded program and demonstrate thread synchronization.
19. Lambda Expressions:
Use lambda expressions to implement functional interfaces.
20. Recursive Algorithms:
Solve a problem using recursion, such as computing the factorial or Fibonacci sequence.

https://t.me/Softwaretechu
https://t.me/Softwaretechu

🎓 From Classroom to Cashflow. Audience Pays You

The digital generation earns by owning attention 📱 Channel owners now receive $25 – $40 per 1,000 clicks through Ads Galaxy. Build your audience once, and let it generate income continuously 🚀

🐍 Free Python Course for Beginners

This course covers the fundamentals of Python programming, including variables, loops, and functions. It also includes must-have skills for every real software engineer, such as testing and object-oriented programming.

Enroll for free here.

Need more courses?

❤️ — Yes, very helpful
🔥 — No, want more news

https://t.me/Softwaretechu
https://t.me/Softwaretechu

Check out the list of top 10 Python projects on GitHub given below.

1. Magenta: Explore the artist inside you with this python project. A Google Brain’s brainchild, it leverages deep learning and reinforcement learning algorithms to create drawings, music, and other similar artistic products.

2. Photon: Designing web crawlers can be fun with the Photon project. It is a fast crawler designed for open-source intelligence tools. Photon project helps you perform data crawling functions, which include extracting data from URLs, e-mails, social media accounts, XML and pdf files, and Amazon buckets.

3. Mail Pile: Want to learn some encrypting tricks? This project on GitHub can help you learn to send and receive PGP encrypted electronic mails. Powered by Bayesian classifiers, it is capable of automatic tagging and handling huge volumes of email data, all organized in a clean web interface.

4. XS Strike: XS Strike helps you design a vulnerability to check your network’s security. It is a security suite developed to detect vulnerability attacks. XSS attacks inject malicious scripts into web pages. XSS’s features include four handwritten parsers, a payload generator, a fuzzing engine, and a fast crawler.

5. Google Images Download: It is a script that looks for keywords and phrases to optionally download the image files. All you need to do is, replicate the source code of this project to get a sense of how it works in practice.

6. Pandas Project: Pandas library is a collection of data structures that can be used for flexible data analysis and data manipulation. Compared to other libraries, its flexibility, intuitiveness, and automated data manipulation processes make it a better choice for data manipulation.

7. Xonsh: Used for designing interactive applications without the need for command-line interpreters like Unix. It is a Python-powered Shell language that commands promptly. An easily scriptable application that comes with a standard library, and various types of variables and has its own virtual environment management system.

8. Manim: The Mathematical Animation Engine, Manim, can create video explainers. Using Python 3.7, it produces animated videos, with added illustrations and display graphs. Its source code is freely available on GitHub and for tutorials and installation guides, you can refer to their 3Blue1Brown YouTube channel.

9. AI Basketball Analysis: It is an artificial intelligence application that analyses basketball shots using an object detection concept. All you need to do is upload the files or submit them as a post requests to the API. Then the OpenPose library carries out the calculations to generate the results.

10. Rebound: A great project to put Python to use in building Stackoverflow content, this tool is built on the Urwid console user interface, and solves compiler errors. Using this tool, you can learn how the Beautiful Soup package scrapes StackOverflow and how subprocesses work to find compiler errors.

🤖 AI tools you should be using in 2026 for productivity.. save this list for later 💯

💻 Top Coding Languages for Beginners & Their Uses 🌟🚀

🔹 Python — Easy syntax, great for AI, web, and data 
🔹 JavaScript — Web interactivity and frontend magic 
🔹 Java — Enterprise apps and Android development 
🔹 HTML/CSS — Website structure & styling basics 
🔹 Scratch — Visual coding for kids & newbies 
🔹 SQL — Managing and querying databases 
🔹 C# — Game dev with Unity and Windows apps 
🔹 Ruby — Simple web app building with Rails 
🔹 Swift — Making apps for Apple devices 
🔹 PHP — Server-side scripting for websites

💬 Tap ❤️ if you found this useful!