Cloudncoding πŸ‘¨β€πŸ’»
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πŸš€ Free Courses & Certifications from Google, AWS & Microsoft! πŸŽ“

Just found some amazing 100% FREE resources from top tech giants β€” perfect for boosting your resume and skills πŸ’Ό

πŸ‘‡ Grab them here:

πŸ”Ή Google Certificates – https://grow.google/certificates/
πŸ”Ή Google Cloud – https://cloud.google.com/learn
πŸ”Ή Skillshop (Google Ads, etc.) – https://skillshop.withgoogle.com/

πŸ”Ή AWS Skill Builder – https://aws.amazon.com/training/digital/
πŸ”Ή AWS Educate – https://aws.amazon.com/education/awseducate/

πŸ”Ή Microsoft Learn – https://learn.microsoft.com/en-us/training/
πŸ”Ή Free Microsoft Exams (Students) – https://aka.ms/student-certification

Enroll now and thank me later πŸ˜‰πŸ”₯
πŸ”Ή Job Essentials: Tools & Benefits Every Job Seeker Must Know!

Looking for your dream job? πŸš€
Here are the must-have tools & benefits that can make your job search 10x easier:

βœ… Job matching tools to find the right opportunities
βœ… LinkedIn profile optimization for better reach
βœ… Resume builders & cover letter generators
βœ… Application automation tools (save time!)
βœ… Platforms for referrals & networking

πŸ’‘ Using the right tools can speed up your job hunt and improve your chances of landing interviews!

πŸ‘‰ Check out the full list of tools & benefits here: https://tinyurl.com/7rca8w9h
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1️⃣ Machine Learning Engineer πŸ€– (ML + Deployment + MLOps)
GitHub: https://github.com/DataTalksClub/mlops-zoomcamp
Build an end-to-end ML system with feature engineering, model training, ML pipelines, experiment tracking, deployment and monitoring β€” perfect for ML interviews.
Stack: Python, Scikit-Learn, Airflow, Prefect, MLflow, Docker, FastAPI

βΈ»

2️⃣ Cybersecurity πŸ” (Pentesting + Red Team)
GitHub: https://github.com/OWASP/masvs
Mobile App Security Verification with vulnerability testing, secure coding and industry-accepted standards.
Stack: Security frameworks, pentesting tools, mobile app security

βΈ»

3️⃣ DevOps / SRE βš™οΈ (CI/CD + Kubernetes)
GitHub: https://github.com/kelseyhightower/kubernetes-the-hard-way
Manually deploy Kubernetes, set up networking, security and TLS like real SREs.
Stack: Kubernetes, GCP, Linux containers, networking, security πŸš€
Top 80 SQL inteview questions βœŒοΈπŸ”—

Make sure you revise these questions before attending any interview to increase your hiring chances πŸ’―

https://drive.google.com/file/d/131DaNVjKNegeyP_0K29E4O10EE43gN8O/view?usp=drivesdk
Become Ai Engineer in 2026 πŸ”₯
( 30 - 40 LPA )

πŸš€ Follow this roadmap to crack any 30–40 LPA AI role as a fresher

πŸ“ Month 1 – Python + Problem Solving
Learn syntax, OOPs & practice small coding challenges

πŸ“ Month 2 – Core Math for AI
Statistics, Probability & Linear Algebra + hands-on with NumPy & Pandas

πŸ“ Month 3 – Data Visualization & ML Basics
Matplotlib, Seaborn, Scikit-learn β†’ regression, classification, clustering

πŸ“ Month 4 – Deep Learning Foundations
Neural Networks, CNNs, RNNs | TensorFlow / PyTorch

πŸ“ Month 5 – Projects that stand out
Fraud Detection, Movie Recommender, AI Chatbot, Image Classifier

πŸ“ Month 6 – Build Your Personal Brand
GitHub profile, LinkedIn for AI jobs, portfolio website + tools like LangChain, HuggingFace, Streamlit/Gradio

πŸ’‘ Consistency > Perfection. Start now and grow every day.





πŸ“Œ Python + OOPs β†’ https://www.youtube.com/watch?v=rfscVS0vtbw
πŸ“Œ Maths for AI (Linear Algebra) β†’ https://www.khanacademy.org/math/linear-algebra
πŸ“Œ Probability & Stats β†’ https://www.khanacademy.org/math/statistics-probability
πŸ“Œ ML Basics (Andrew Ng – Coursera Free) β†’ https://www.coursera.org/learn/machine-learning
πŸ“Œ Deep Learning (DeepLearning.ai Specialization) β†’ https://www.coursera.org/specializations/deep-learning
πŸ“Œ TensorFlow Tutorials β†’ https://www.tensorflow.org/tutorials
πŸ“Œ PyTorch Tutorials β†’ https://pytorch.org/tutorials/
πŸ“Œ Projects & Datasets β†’ https://www.kaggle.com/datasets

πŸ› οΈ Bonus Tools:
Google Colab β†’ https://colab.research.google.com/
GitHub β†’ https://github.com/
Streamlit β†’ https://streamlit.io/
Gradio β†’ https://www.gradio.app/
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Scenario_Based_SQL_1751887004.pdf
17.7 MB
SQL Scenario Based Questions ✨️
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