Give me 5 minutes, I will tell you

7 ways to get your next job in 3 months.

The situation is tough and talking to your colleague or mentor won’t change a thing. Doing the below 6 things might get you your next opportunity faster

✅ Save this post for future reference

𝟭. 𝗨𝗽𝗱𝗮𝘁𝗲 𝗟𝗶𝗻𝗸𝗲𝗱𝗜𝗻 ‘𝗢𝗽𝗲𝗻 𝗧𝗼 𝗪𝗼𝗿𝗸’ 𝗦𝗲𝘁𝘁𝗶𝗻𝗴

- Use a generic title (Data Engineer) as well as a role-specific title (Azure Data Engineer).
- Select all location types and tech hubs in India.
- Update your current location to Bangalore, Hyderabad, or Noida, as most companies hire from these locations.

𝟮. 𝗦𝗸𝗶𝗹𝗹 𝗘𝗻𝗵𝗮𝗻𝗰𝗲𝗺𝗲𝗻𝘁 𝗮𝗻𝗱 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻

- Enhance in-demand skills through courses, certifications and projects to make your profile stand out to employers.

- Free Resources
• SQL - https://whatsapp.com/channel/0029VanC5rODzgT6TiTGoa1v
• Python - https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L
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• Machine Learning - https://whatsapp.com/channel/0029Va8v3eo1NCrQfGMseL2D
• Artificial Intelligence - https://whatsapp.com/channel/0029VaoePz73bbV94yTh6V2E
• Projects - https://whatsapp.com/channel/0029Va4QUHa6rsQjhITHK82y

𝟯. 𝗝𝗼𝗶𝗻 𝗚𝗿𝗼𝘂𝗽𝘀

- Jobs & Internship Opportunities: https://t.me/getjobss
- Data Analyst Jobs: https://t.me/jobs_SQL
- Web Development Jobs: https://t.me/webdeveloperjob
- Data Science Jobs: https://t.me/datasciencej
- Software Engineering Jobs: https://t.me/internshiptojobs
- Google Jobs: https://t.me/FAANGJob

𝟰. 𝗧𝗿𝗶𝗰𝗸𝘀 𝘁𝗼 𝗴𝗲𝘁 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗖𝗮𝗹𝗹𝘀

- Visit the career portals of companies and apply to 10-15 recent openings.
- Cold email to companies/ HRs
- Apply for remote Jobs posted on telegram - https://t.me/jobs_us_uk

𝟱. 𝗔𝘀𝗸 𝗳𝗼𝗿 𝗥𝗲𝗳𝗲𝗿𝗿𝗮𝗹𝘀:

- When asking for a referral, ensure the person passes on your resume explicitly to the hiring manager.
- While asking for referral make sure to send Job id along with resume.

𝟲. 𝘄𝗲𝗯𝘀𝗶𝘁𝗲𝘀 𝘁𝗼 𝗺𝗮𝗸𝗲 𝘆𝗼𝘂𝗿 𝗿𝗲𝘀𝘂𝗺𝗲 𝗯𝗲𝘁𝘁𝗲𝗿:

1. career.io
2. resume.io

𝗝𝗼𝗶𝗻 𝗺𝘆 𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹 𝗖𝗵𝗮𝗻𝗻𝗲𝗹𝘀 -
- https://t.me/jobinterviewsprep
- https://t.me/InterviewBooks

If you've read so far, do LIKE and REPOST the post👍

🎓 𝗖𝗶𝘀𝗰𝗼 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 – 𝗟𝗶𝗺𝗶𝘁𝗲𝗱 𝗧𝗶𝗺𝗲! 😍

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Essential Networking Topics📝👨🏻‍💻

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𝗣𝗮𝘆 𝗔𝗳𝘁𝗲𝗿 𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴 😍

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✅10 Most Useful SQL Interview Queries (with Examples) 💼

1️⃣ Find the second highest salary:

SELECT MAX(salary)  
FROM employees  
WHERE salary < (SELECT MAX(salary) FROM employees);

2️⃣ Count employees in each department:

SELECT department, COUNT(*)  
FROM employees  
GROUP BY department;

3️⃣ Fetch duplicate emails:

SELECT email, COUNT(*)  
FROM users  
GROUP BY email  
HAVING COUNT(*) > 1;

4️⃣ Join orders with customer names:

SELECT c.name, o.order_date  
FROM customers c  
JOIN orders o ON c.id = o.customer_id;

5️⃣ Get top 3 highest salaries:

SELECT DISTINCT salary  
FROM employees  
ORDER BY salary DESC  
LIMIT 3;

6️⃣ Retrieve latest 5 logins:

SELECT * FROM logins  
ORDER BY login_time DESC  
LIMIT 5;

7️⃣ Employees with no manager:

SELECT name  
FROM employees  
WHERE manager_id IS NULL;

8️⃣ Search names starting with ‘S’:

SELECT * FROM employees  
WHERE name LIKE 'S%';

9️⃣ Total sales per month:

SELECT MONTH(order_date) AS month, SUM(amount)  
FROM sales  
GROUP BY MONTH(order_date);

🔟 Delete inactive users:

DELETE FROM users  
WHERE last_active < '2023-01-01';

✅ Tip: Master subqueries, joins, groupings & filters – they show up in nearly every interview!

💬 Tap ❤️ for more!

✅ Cybersecurity Basics You Should Know 🛡️💻

Cybersecurity is the practice of protecting systems, networks, and data from digital attacks. As the world goes digital, this is one of the most critical and high-paying fields in tech.

1️⃣ What is Cybersecurity?
The body of technologies, processes, and practices designed to protect networks, devices, programs, and data from attack, damage, or unauthorized access.

2️⃣ The CIA Triad (Core Pillars):
- Confidentiality – Ensuring only authorized users access data.
- Integrity – Ensuring data is accurate and has not been tampered with.
- Availability – Ensuring systems and data are accessible when needed.

3️⃣ Key Domains of Security:
- Network Security – Protecting traffic and infrastructure.
- Application Security – Ensuring software is free from vulnerabilities.
- Cloud Security – Protecting data on platforms like AWS, Azure, and GCP.
- Endpoint Security – Securing devices like laptops and mobile phones.
- Identity & Access Management (IAM) – Managing user permissions.

4️⃣ Common Cyber Threats:
- Phishing – Fake emails used to steal credentials.
- Ransomware – Malware that locks data until a ransom is paid.
- Malware – Viruses, worms, and trojans.
- DDoS Attack – Overloading a server to crash it.
- Man-in-the-Middle (MITM) – Intercepting private communications.

5️⃣ Essential Security Tools:
- Wireshark – Packet analysis and network troubleshooting.
- Nmap – Network scanning and discovery.
- Metasploit – Pentesting and exploitation framework.
- Splunk / Microsoft Sentinel – SIEM tools for monitoring logs.
- Burp Suite – Web application security testing.

6️⃣ Defensive Strategies (Blue Teaming):
- Firewalls & VPNs – Blocking unauthorized traffic.
- Multi-Factor Authentication (MFA) – Adding an extra layer of login security.
- Patch Management – Keeping software updated to fix bugs.
- Zero Trust – "Never trust, always verify" approach.

7️⃣ Popular Certifications:
- CompTIA Security+ – Best for beginners.
- CEH (Certified Ethical Hacker) – Focusing on offensive tactics.
- CISSP – Gold standard for management and pros.
- OSCP – Hands-on certification for penetration testers.

8️⃣ Career Roles in Security:
- SOC Analyst – Monitoring and responding to threats.
- Penetration Tester – Ethical hacker hired to find holes.
- Security Architect – Designing secure network systems.
- Incident Responder – The "firefighter" who reacts to data breaches.

9️⃣ Benefits of a Career in Security:
- High job security (demand is everywhere).
- Lucrative salaries.
- Constant learning and problem-solving.
- Ability to work remotely in many roles.

🔟 How to Start?
1. Learn Networking basics (TCP/IP).
2. Understand Linux/Unix command line.
3. Learn a scripting language like Python.
4. Practice on platforms like TryHackMe or HackTheBox.

💬 Tap ❤️ if you found this helpful!

Your biggest enemy 𝐅𝐄𝐀𝐑 𝐨𝐟 𝐑𝐞𝐣𝐞𝐜𝐭𝐢𝐨𝐧

People hesitate to apply for many opportunities just because of fear of rejection.

However, not applying means you are automatically rejecting yourself. They usually think I will start applying after 6-8 months with full preparation.

Do you really think it will work ??? Interview calls usually take months 😅

My suggestion would be to start applying after 10 days to 1 month of preparation . Try to give as many interviews as you can. In this way, you will learn 👇🏻

🌴 Frequently asked questions
🌴 Interview pattern
🌴 How to tweak your answers?

Give a try ,even in the worst scenario, you will get some interview experience. That experience will eventually help you in the future

All the best 👍👍

🚀 Coding Projects & Ideas 💻

Inspire your next portfolio project — from beginner to pro!

🏗️ Beginner-Friendly Projects

1️⃣ To-Do List App – Create tasks, mark as done, store in browser.
2️⃣ Weather App – Fetch live weather data using a public API.
3️⃣ Unit Converter – Convert currencies, length, or weight.
4️⃣ Personal Portfolio Website – Showcase skills, projects & resume.
5️⃣ Calculator App – Build a clean UI for basic math operations.

⚙️ Intermediate Projects

6️⃣ Chatbot with AI – Use NLP libraries to answer user queries.
7️⃣ Stock Market Tracker – Real-time graphs & stock performance.
8️⃣ Expense Tracker – Manage budgets & visualize spending.
9️⃣ Image Classifier (ML) – Classify objects using pre-trained models.
🔟 E-Commerce Website – Product catalog, cart, payment gateway.

🚀 Advanced Projects

1️⃣1️⃣ Blockchain Voting System – Decentralized & tamper-proof elections.
1️⃣2️⃣ Social Media Analytics Dashboard – Analyze engagement, reach & sentiment.
1️⃣3️⃣ AI Code Assistant – Suggest code improvements or detect bugs.
1️⃣4️⃣ IoT Smart Home App – Control devices using sensors and Raspberry Pi.
1️⃣5️⃣ AR/VR Simulation – Build immersive learning or game experiences.

💡 Tip: Build in public. Share your process on GitHub, LinkedIn & Twitter.

🔥 React ❤️ for more project ideas!

🔐 Cybersecurity Tools & Their Use Cases 🛡️💻

🔹 Wireshark ➜ Network protocol analyzer for monitoring traffic

🔹 Metasploit ➜ Penetration testing framework to find system vulnerabilities

🔹 Nmap ➜ Network scanning tool for discovering hosts and services

🔹 Burp Suite ➜ Web application security testing and vulnerability scanning

🔹 Kali Linux ➜ Security-focused Linux distribution for penetration testing

🔹 Snort ➜ Intrusion detection and prevention system (IDS/IPS)

🔹 Hashcat ➜ Advanced password cracking and recovery tool

🔹 OpenVAS ➜ Vulnerability scanning and security assessment

🔹 John the Ripper ➜ Password security auditing and recovery

🔹 Splunk ➜ Security monitoring and log analysis for threat detection

💬 Tap ❤️ if this helped you!

✅ Cybersecurity Career Paths You Should Know

Cybersecurity careers are growing rapidly due to increasing cybercrime and a huge shortage of skilled professionals. Every company now needs security teams to protect their systems and data.

Main Cybersecurity Career Paths

1. Security Analyst
- Monitors systems and logs
- Detects suspicious activity
- Works in Security Operations Center (SOC)

2. Penetration Tester (Ethical Hacker)
- Simulates real attacks
- Finds vulnerabilities before hackers
- Writes security reports

3. Security Engineer
- Builds security systems
- Implements firewalls, monitoring tools
- Secures infrastructure

4. Incident Responder
- Handles security breaches
- Investigates attacks
- Restores systems after compromise

5. Security Architect
- Designs company security strategy
- Chooses technologies and controls
- Senior-level role

6. Malware Analyst
- Studies malicious software
- Reverse engineers malware
- Works in threat intelligence

7. Cloud Security Specialist
- Secures cloud platforms
- Protects AWS, Azure, GCP environments

Popular Cybersecurity Domains

- Network Security: Protect routers, servers, and networks
- Application Security: Secure web and mobile apps
- Cloud Security: Protect cloud infrastructure
- Digital Forensics: Investigate cybercrime evidence
- Threat Intelligence: Study hacker tactics and trends

Top Skills Companies Expect

- Technical skills: Networking fundamentals, Linux, web security, scripting with Python
- Tools knowledge: Nmap, Burp Suite, Wireshark, Metasploit
- Soft skills: Analytical thinking, documentation, communication

Entry-Level Job Titles

- SOC Analyst
- Junior Security Analyst
- Vulnerability Analyst
- Security Operations Intern

Typical Salary Ranges (Global Estimate)

- Entry level: $60K–$90K
- Mid level: $100K–$140K
- Senior level: $150K+

Beginner Mistakes

- Chasing tools instead of concepts
- Ignoring networking basics
- No practical labs

What You Should Do Next

- Choose one specialization
- Practice labs daily
- Build security portfolio

Double Tap ♥️ For More 🔐💻

✅ Essential Cybersecurity Tools Every Beginner Should Know

Why Tools Matter
• Security work is tool-driven
• Tools automate detection and testing
• But tools are useless without concepts

Network Scanning Tools
• Nmap: Discover devices on network, Identify open ports, Detect running services
• Masscan: Extremely fast scanning, Used for large networks

Packet Analysis Tools
• Wireshark: Capture and inspect packets, Detect sniffing or malware traffic
• tcpdump: Packet capture via terminal, Lightweight monitoring

Web Security Testing Tools
• Burp Suite: Intercept HTTP requests, Modify parameters, Discover vulnerabilities
• OWASP ZAP: Automated scanning, Beginner friendly

Password Testing Tools
• Hydra: Brute force login systems, Tests weak credentials
• Hashcat: GPU powered password cracking, Cracks hashed passwords

Exploitation Frameworks
• Metasploit: Exploit vulnerabilities, Payload management, Post exploitation tools

Wireless Security Tools
• Aircrack-ng: Test wireless encryption, Crack weak WiFi passwords

Vulnerability Scanning Tools
• Nessus: Detects system weaknesses, Generates security reports
• OpenVAS: Network vulnerability detection

Log Monitoring Tools
• Splunk: Detect suspicious activities, Used in SOC teams
• ELK Stack: Elasticsearch, Logstash, Kibana

Beginner Mistakes
• Installing tools without purpose
• Running scans on real systems
• Ignoring legal boundaries

How to Practice Properly
• Create a virtual lab
• Install vulnerable machines
• Run controlled attacks

What You Should Do Next
• Pick one tool per week
• Learn commands deeply
• Document experiments

Double Tap ♥️ For More 🔐💻

List of Backend Project Ideas💡👨🏻‍💻🌐

Beginner Projects

🔹 Simple REST API
🔹 Basic To-Do App with CRUD Operations
🔹 URL Shortener
🔹 Blog API
🔹 Contact Form API

Intermediate Projects

🔸 User Authentication System
🔸 E-commerce API
🔸 Weather Data API
🔸 Task Management System
🔸 File Upload Service

Advanced Projects

🔺 Real-time Chat API
🔺 Social Media API
🔺 Booking System API
🔺 Inventory Management System
🔺 API for Data Visualization

#webdevelopment

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📩 These 9 courses covers LLMs, Agents, Deep RL, Audio and more

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2️⃣ Agents Course:
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GitHub is a web-based platform used for version control and collaboration, allowing developers to manage and store their code in repositories. Here’s a brief overview of its key features and how to get started:

▎Key Features of GitHub

1. Version Control: GitHub uses Git, a version control system that tracks changes in your code, allowing you to revert to previous versions if needed.

2. Repositories: A repository (or repo) is where your project lives. It can contain files, folders, images, and the entire history of your project.

3. Branches: Branching allows you to work on different versions of a project simultaneously. The default branch is usually called main or master.

4. Pull Requests: A pull request (PR) is a way to propose changes to a repository. You can discuss and review changes before merging them into the main codebase.

5. Issues: GitHub provides an issue tracker that allows you to manage bugs, feature requests, and other tasks related to your project.

6. Collaboration: You can invite other developers to collaborate on your projects, making it easy to work in teams.

7. GitHub Actions: This feature allows you to automate workflows directly in your GitHub repository, such as continuous integration and deployment (CI/CD).

8. GitHub Pages: You can host static websites directly from your GitHub repositories.

▎Getting Started with GitHub

1. Create an Account: Sign up for a free account at GitHub.com.

2. Install Git: If you haven’t already, install Git on your machine. This allows you to interact with GitHub from the command line.

3. Create a New Repository:
– Click the "+" icon in the top right corner and select "New repository."
– Fill in the repository name, description, and choose whether it will be public or private.
– Initialize with a README if desired.

4. Clone the Repository:
– Use the command git clone <repository-url> to clone it to your local machine.

5. Make Changes Locally:
– Navigate to the cloned directory and make changes to your files.

6. Stage and Commit Changes:
– Use git add . to stage changes.
– Use git commit -m "Your commit message" to commit your changes.

7. Push Changes to GitHub:
– Use git push origin main (or the name of your branch) to push your changes back to GitHub.

8. Create a Pull Request:
– Go to your repository on GitHub.
– Click on "Pull requests" and then "New pull request" to propose merging changes from one branch into another.

9. Collaborate:
– Invite collaborators by going to the "Settings" tab of your repository and adding their GitHub usernames under "Manage access."

▎Useful Commands

• git status: Check the status of your repository.
• git log: View commit history.
• git branch: List branches in your repository.
• git checkout <branch-name>: Switch to a different branch.
• git merge <branch-name>: Merge changes from one branch into another.

▎Resources for Learning GitHub

• GitHub Learning Lab
• Pro Git Book
• GitHub Docs

▎Conclusion

GitHub is an essential tool for modern software development, enabling collaboration and efficient version control. Whether you're working solo or as part of a team, mastering GitHub will significantly enhance your workflow and project management skills.

✅ Programming Language Fun Facts 🧠💻

1️⃣ Python 🐍
⦁ Created by Guido van Rossum in 1991
⦁ Known for readability and simplicity
⦁ Tops 2025 charts in AI, data science, and automation

2️⃣ JavaScript 🌐
⦁ Invented in just 10 days by Brendan Eich (1995)
⦁ Runs in every modern web browser
⦁ Powers 95%+ of websites

3️⃣ C 🖥️
⦁ Developed by Dennis Ritchie between 1969-73
⦁ Backbone of OS kernels and embedded systems
⦁ Foundation for C++, C#, Objective-C

4️⃣ Java ☕
⦁ Released by Sun Microsystems in 1995
⦁ “Write once, run anywhere” mantra
⦁ Powers Android apps and enterprise software

5️⃣ Rust 🦀
⦁ Launched by Mozilla in 2010
⦁ Focuses on memory safety without a garbage collector
⦁ Popular for system-level programming

6️⃣ Go (Golang) 🐹
⦁ Created at Google in 2009
⦁ Designed for simplicity and performance
⦁ Great for backend and microservices

7️⃣ TypeScript 🔷
⦁ Microsoft’s superset of JavaScript (2012)
⦁ Adds static typing
⦁ Hot in large frontend projects

💬 Tap ❤️ for more!

🌐 WEBSITES WHERE YOU CAN MAKE MONEY BY HUNTING BUGS

Hackers and Cyber Security Experts get paid well but some of them doesn't get chance so easily. So here are some platforms for bug bounty programs to earn good.

🤿Bug Bounty Platforms🥌

HackerOne
https://www.hackerone.com
Bugcrowd
https://www.bugcrowd.com
Synack
https://www.synack.com
Detectify
https://cs.detectify.com
Cobalt
https://cobalt.io
Open Bug Bounty
https://www.openbugbounty.org
Zero Copter
https://www.zerocopter.com
Yes We Hack
https://www.yeswehack.com
Hacken Proof
https://hackenproof.com
Vulnerability Lab
https://www.vulnerability-lab.com
Fire Bounty
https://firebounty.com
Bug Bounty
https://bugbounty.jp/
Anti Hack
https://antihack.me
Intigrity
https://intigrity.com/
Safe Hats
https://safehats.com
Red Storm
https://www.redstorm.io/
Cyber Army
https://www.cyberarmy.id
Yogosha
https://yogosha.com

✅ JavaScript Acronyms You MUST Know 💻🔥

JS → JavaScript
ES → ECMAScript
DOM → Document Object Model
BOM → Browser Object Model
JSON → JavaScript Object Notation
AJAX → Asynchronous JavaScript And XML
API → Application Programming Interface
SPA → Single Page Application
MPA → Multi Page Application
SSR → Server Side Rendering
CSR → Client Side Rendering
TS → TypeScript
NPM → Node Package Manager
NPX → Node Package Execute
CDN → Content Delivery Network
IIFE → Immediately Invoked Function Expression
HOF → Higher Order Function
MVC → Model View Controller
MVVM → Model View ViewModel
V8 → Google JavaScript Engine
REPL → Read Evaluate Print Loop
CORS → Cross Origin Resource Sharing
JWT → JSON Web Token
SSE → Server Sent Events
WS → WebSocket

💬 Double Tap ♥️ For More 🚀

Artificial Intelligence Roadmap
|
|-- Core Foundations
|   |-- Mathematics
|   |   |-- Linear Algebra
|   |   |-- Calculus
|   |   |-- Probability
|   |   |-- Statistics
|   |
|   |-- Programming
|   |   |-- Python
|   |   |   |-- NumPy
|   |   |   |-- Pandas
|   |   |   |-- Matplotlib
|   |   |-- R
|   |   |-- SQL
|
|-- Classical AI
|   |-- Search Algorithms
|   |   |-- BFS
|   |   |-- DFS
|   |   |-- A*
|   |
|   |-- Optimization
|   |   |-- Gradient Descent
|   |   |-- Convex Optimization
|
|-- Machine Learning
|   |-- Supervised Learning
|   |   |-- Linear Regression
|   |   |-- Logistic Regression
|   |   |-- Decision Trees
|   |   |-- SVM
|   |
|   |-- Unsupervised Learning
|   |   |-- K Means
|   |   |-- Hierarchical Clustering
|   |   |-- PCA
|
|-- Neural Networks
|   |-- Feedforward Networks
|   |-- Backpropagation
|   |-- Activation Functions
|   |-- Loss Functions
|
|-- Deep Learning
|   |-- CNN
|   |-- RNN
|   |-- LSTM
|   |-- GRU
|   |-- Transformers
|   |-- Attention Mechanisms
|
|-- Natural Language Processing
|   |-- Text Preprocessing
|   |-- Embeddings
|   |-- Sequence Models
|   |-- Large Language Models
|   |-- Prompting Techniques
|
|-- Computer Vision
|   |-- Image Processing
|   |-- Object Detection
|   |-- Segmentation
|   |-- Vision Transformers
|
|-- Reinforcement Learning
|   |-- Markov Decision Processes
|   |-- Q Learning
|   |-- Deep Q Networks
|   |-- Policy Gradient Methods
|
|-- AI Tools and Frameworks
|   |-- TensorFlow
|   |-- PyTorch
|   |-- Keras
|   |-- Scikit Learn
|
|-- AI Engineering
|   |-- Model Serving
|   |-- Optimization
|   |-- Quantization
|   |-- ONNX
|
|-- MLOps
|   |-- Model Lifecycle
|   |-- Versioning
|   |-- Monitoring
|   |-- Pipelines
|
|-- Robotics Basics
|   |-- Motion Planning
|   |-- Control Systems
|
|-- Ethics
|   |-- Fairness
|   |-- Bias
|   |-- Privacy
|   |-- Responsible AI

Free Resources to learn Artificial Intelligence 👇👇

Python
• https://t.me/pythondevelopersindia
• https://realpython.com
• https://numpy.org/doc
• https://whatsapp.com/channel/0029VbC0Xa411ulRe5pNJK3E

Math for AI
• https://www.khanacademy.org/math
• https://www.3blue1brown.com
• https://statquest.org

Machine Learning
• https://whatsapp.com/channel/0029VawtYcJ1iUxcMQoEuP0O
• https://scikit-learn.org/stable/tutorial
• https://t.me/datalemur
• https://course.fast.ai
• https://www.freecodecamp.org/learn/machine-learning-with-python

Deep Learning
• https://whatsapp.com/channel/0029VbAKiI1FSAt81kV3lA0t
• https://www.deeplearning.ai
• https://pytorch.org/tutorials
• https://www.tensorflow.org/tutorials

NLP
• https://huggingface.co/learn/nlp-course
• https://developers.google.com/machine-learning/guides/text-classification

Computer Vision
• https://www.pyimagesearch.com
• https://opencv.org

Reinforcement Learning
• https://spinningup.openai.com
• https://gymnasium.farama.org

AI Ethics
• https://ai.google/responsibility
• https://www.microsoft.com/ai/responsible-ai

Like for more ❤️

ENJOY LEARNING 👍👍

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