ManningGlobal

Manning Global is proud to receive the European Best 10 Years Cooperation Award at the @Huawei European Partner Convention 2025! 🏆 This is a magnificent achievement for Manning Global & another milestone moment as we proudly celebrate 25 incredible years of global collaboration!

A Cheat Sheet on The Most-Used Linux Commands

REST vs gRPC

#ManningGlobal is recruiting for an iconic ultra-luxury destination in #Riyadh, #SaudiArabia! 🇸🇦 Open Roles: 🔹 #SousChefs & CDPs 🔹 #Hostesses & #Reservationists Must-haves: 📍 Luxury exp | 🗣️ Arabic & English fluency sales@manningglobal.com 📩 #JobsInRiyadh #Hiring

🚀 Vue.js Expert in the #Netherlands? We want YOU! 🇳🇱 We’re hiring a Senior #SoftwareEngineer for a global #IT powerhouse to build a next-gen digital customer portal! Email your CV to sales@manningglobal.com #VueJS #TechJobs #SoftwareEngineering #Frontend #ManningGlobal #AI

Goodbye winter, hello sunshine! ☀️ Spring is officially here, and we’re feeling the renewal! 🌱 Happy Spring Equinox from the Manning Global team! Let’s cherish the renewal around us today. How are you celebrating the first day of Spring? #Spring2026 #ManningGlobal #Equinox

🌙 Eid Mubarak from the Manning Global Team! We take pride in our diverse international network; embracing the traditions of our colleagues and candidates is what keeps us truly connected. #EidMubarak #Eid2026 #GlobalCommunity #ManningGlobal #CulturalDiversity #EidCelebrations

📢 HIRING: Site Design Engineers (Radio) 📢 🌍 100% REMOTE (UK & Europe-wide) Looking for total freelance flexibility? Join a global Telecoms leader! 📧 Apply now: sales@manningglobal.com #TelecomJobs #RemoteWork #FreelanceEngineer #SiteDesign #RadioTech #Hiring #UK #EU

It’s St. Patrick’s Day, let’s raise a glass to celebrate the beauty of Ireland and its fine people! ☘️🇮🇪☘️🇮🇪 Happy St. Patrick’s Day to all our friends and followers! 💚 #Ireland #StPatricksDay #ManningGlobal #Recruitment

Happy Mother’s Day from the Manning Global team! Today, we’re sending extra love and gratitude to the mothers and mother figures who inspire us daily. Whether you’re managing global projects or managing the home (or both!), you are the real MVPs! #MothersDay #ManningGlobal

Luxury hospitality roles in Riyadh 🇸🇦 Hiring: Mixologists, Room Attendants, Stewards, Kids Club Attendants, Spa & Head Therapists. ✔️ Paid accommodation ✔️ Medical insurance ✔️ Visa support Apply: sales@manningglobal.com #HospitalityJobs #LuxuryHospitality #RiyadhJobs

Python Tools You ACTUALLY Need for AI Projects in 2026 Most beginners make this mistake: They try to learn 50 tools. Top 1% AI developers master the right 12. If you're building AI projects in 2026, this is the practical stack 👇 🧠 1️⃣ Data Handling (Foundation Layer) • Pandas • NumPy • Polars (for large datasets) Without clean data → No AI. 🤖 2️⃣ Machine Learning • Scikit-learn • XGBoost • LightGBM For structured data, these still dominate production systems. 🔥 3️⃣ Deep Learning • PyTorch (industry favorite) • TensorFlow / Keras • JAX (high-performance research) If you're serious about AI, PyTorch is a must. 🧩 4️⃣ Generative AI & LLM Stack (2026 Essential) • Transformers • LangChain • LlamaIndex • OpenAI API • HuggingFace If you're not learning LLM orchestration, you're already behind. 📊 5️⃣ Experiment Tracking • MLflow • Weights & Biases Because “it worked once” is not reproducibility. 🚀 6️⃣ Deployment (This is where 90% fail) • FastAPI • Docker • Streamlit (for demos) • BentoML No deployment = no real project. 🔄 7️⃣ MLOps & Automation • Airflow • Kubeflow • DVC Companies hire builders, not notebook coders. 🎯 Reality Check: You don’t need all of them today. Start with: Python → Pandas → Scikit-learn → PyTorch → FastAPI. Build. Deploy. Document. Repeat. That’s how you stand out in 2026.

Linux Security Fundamentals 1. Introduction → Linux security focuses on protecting the system, data, and services from unauthorized access, attacks, and misuse. → Linux is known for its strong security architecture, but proper configuration and management are essential. → Security involves controlling access, monitoring activities, and protecting system resources. 2. Core Security Principles → Confidentiality → Protect sensitive information from unauthorized access. → Integrity → Ensure data remains accurate and unchanged. → Availability → Ensure systems and services remain accessible when needed. 3. User and Permission Management → User Accounts → Each user has a unique User ID (UID). → Users belong to groups identified by Group IDs (GIDs). → Proper user management prevents unauthorized system access. → File Permissions → Linux uses three permission types: → Read (r) → Allows viewing file contents. → Write (w) → Allows modifying files. → Execute (x) → Allows running files as programs. → Permissions apply to: → Owner → Group → Others → Commands used: → chmod → change file permissions → chown → change file ownership → chgrp → change group ownership 4. Authentication Mechanisms → Linux authenticates users through several methods. → Password Authentication → Stored securely in /etc/shadow. → Passwords are hashed for security. → SSH Key Authentication → Uses public-private key pairs. → More secure than password authentication. → Multi-Factor Authentication (MFA) → Combines password with additional verification methods. 5. Access Control Systems → Discretionary Access Control (DAC) → Default Linux permission system. → File owners decide who can access their files. → Mandatory Access Control (MAC) → Enforces stricter security policies. → Examples: → SELinux → AppArmor 6. System Hardening → System hardening reduces attack surfaces. → Disable unnecessary services. → Update packages regularly. → Use strong password policies. → Restrict root login access. → Use SSH instead of insecure protocols. 7. Firewall Protection → Firewalls control network traffic entering or leaving the system. → Common Linux firewall tools: → iptables → nftables → UFW (Uncomplicated Firewall) → Firewalls protect against unauthorized network access. 8. Intrusion Detection → Detect suspicious activities in the system. → Tools include: → Fail2Ban → blocks repeated login attempts. → OSSEC → host-based intrusion detection. → AIDE → file integrity monitoring. 9. Software Updates and Patch Management → Regular updates fix vulnerabilities and bugs. → Commands used: → apt update && apt upgrade → yum update → dnf update → Keeping the system updated reduces security risks. 10. Logging and Monitoring → Monitor system logs to detect unusual activity. → Important log files: → /var/log/auth.log → authentication attempts → /var/log/syslog → system events → /var/log/kern.log → kernel messages → Tools like journalctl help analyze logs. 11. Security Best Practices → Use least privilege principle. → Enable firewall protection. → Monitor system logs regularly. → Use strong passwords and SSH keys. → Disable unused ports and services. → Backup important data. 12. Tip → Linux security relies on permissions, authentication, and monitoring. → Proper configuration significantly reduces vulnerabilities. → Combining system hardening, firewalls, and intrusion detection creates a strong defense. → Continuous monitoring and updates maintain system security. 📘 Linux Mastery Ebook → Master Linux internals, security, system monitoring, logging, process management, and architecture step-by-step. 🔗 Grab the Linux Mastery Ebook codewithdhanian.gumroad.com/l/dynwdc

Celebrating 115 years of progress this #IWD2026 with the incredible team at Manning Global! 💜 Full feature here: blog.manningglobal.com/womens-day-2026 #ManningGlobal #WomensDay2026 #WomenInLeadership #GenderEquality

📚 If in doubt, let your inner Shakespeare out on #WorldBookDay! 📚

Ready to redefine hospitality in #SaudiArabia? 🇸🇦 We’re hiring for a Global 5-Star Ultra-Luxury Destination in #Riyadh that blends deep #Saudi heritage with world-class contemporary elegance! 📥 APPLY NOW! 📧 Email: sales@manningglobal.com 📞 Call: +49 (0) 89 23 88 98 63

🎨 Life is better in full colour! #HappyHoli to our clients, colleagues, friends, and followers from all of us at #ManningGlobal! 🌈  We are so excited to celebrate #Holi - the festival that marks the triumph of good over evil and the arrival of spring! 🌸

We’re delighted to welcome Tanya Verma to #ManningGlobal as our new #Marketing & #PowerBI Specialist. In an era where data-driven decisions are the backbone of success, Tanya brings a unique blend of creative storytelling and technical precision to our global team! #AI #Tech

Python Libraries for AI and Machine Learning (Cheat Sheet)

5 Phase Roadmap to learn "AI + DevOps"