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📜 CERT Machine Learning Specialization (Andrew Ng) 🎓 Coursera ↗ The updated classic that launched a million ML careers — free to audit, with Financial Aid for the certificate. Tech Beginner ~60h machine-learningpk-ai-career 📜 CERT Google IT Support Professional Certificate 🎓 Coursera ↗ Google's flagship entry-level IT certificate — 5 courses, no degree required. Free 7-day trial then Financial Aid. Tech Beginner ~150h pk-it-jobspk-jobs 📜 CERT Google Data Analytics Professional Certificate 🎓 Coursera ↗ Spreadsheets, SQL, R and dashboards with real case projects — the most recognised entry data credential. Tech Beginner ~180h pk-data-jobspk-jobs 📜 CERT CS50x: Introduction to Computer Science 🎓 edX ↗ Harvard's legendary intro to CS on edX — free audit, paid certificate optional, free CS50 certificate from Harvard. Tech Beginner ~100h pk-cs-foundationsharvard 📜 CERT CS50's Introduction to Programming with Python (on edX) 🎓 edX ↗ CS50P on edX — Python from zero with problem sets; free audit, certificate optional. Tech Beginner ~75h pythonpk-cs-foundations 📜 CERT Responsive Web Design Certification 🔥 freeCodeCamp ↗ 300 hours of HTML, CSS and accessibility with 20 projects — earns a free, verifiable certification. Tech Beginner ~300h pk-freelancingfrontend 📜 CERT JavaScript Algorithms and Data Structures 🔥 freeCodeCamp ↗ The classic free JavaScript certification — algorithms, ES6 and problem solving with a free cert at the end. Tech Beginner ~300h javascriptpk-freelancing 📜 CERT Front End Development Libraries 🔥 freeCodeCamp ↗ React, Bootstrap, jQuery and Redux projects — the second free certification on the frontend route. Tech Intermediate ~300h reactpk-freelancing 📜 CERT Data Analysis with Python 🔥 freeCodeCamp ↗ NumPy, pandas, matplotlib and real analysis projects — free certification included. Tech Intermediate ~300h pythonpk-data-jobs 📜 CERT Machine Learning with Python 🔥 freeCodeCamp ↗ Build recommender systems, neural networks and more — free certification. Tech Advanced ~300h machine-learningpk-ai-career 📜 CERT Scientific Computing with Python 🔥 freeCodeCamp ↗ Python fundamentals to advanced problem solving — free certification. Tech Intermediate ~300h pythonpk-it-jobs 📜 CERT Quality Assurance Certification 🔥 freeCodeCamp ↗ Testing with Chai and Zinc — the free QA certification that opens software-testing jobs. Tech Advanced ~300h testingpk-it-jobs 📜 CERT Back End Development and APIs 🔥 freeCodeCamp ↗ Node, Express, MongoDB and APIs — free certification completing the full-stack route. Tech Advanced ~300h backendpk-freelancing 📜 CERT Google IT Support 🔵 Grow with Google (Career Certificates) ↗ Troubleshooting, networking, OS and security — Google's most popular job-ready certificate. Financial Aid available. Tech Beginner ~150h pk-it-jobspk-jobs 📜 CERT Google Data Analytics 🔵 Grow with Google (Career Certificates) ↗ Data cleaning, SQL, R and Tableau with a capstone — no experience required. Tech Beginner ~180h pk-data-jobspk-jobs 📜 CERT Google IT Automation with Python 🔵 Grow with Google (Career Certificates) ↗ Python + Git + IT automation for support roles — the level-up after IT Support. Tech Intermediate ~180h pythonpk-it-jobs 📜 CERT Google Advanced Data Analytics 🔵 Grow with Google (Career Certificates) ↗ Statistics, regression and machine learning for analysts — the senior follow-on to Data Analytics. Tech Advanced ~200h pk-data-jobsmachine-learning 📜 CERT Introduction to Cybersecurity 🌐 Cisco Networking Academy ↗ Cisco's free flagship intro — threats, defence and careers, with a free digital badge. Tech Beginner ~15h cybersecuritypk-it-jobs 📜 CERT Cybersecurity Essentials 🌐 Cisco Networking Academy ↗ Deeper free course on attacks, cryptography and network defense — next step after the intro. Tech Beginner ~30h cybersecuritypk-it-jobs 📜 CERT Networking Basics 🌐 Cisco Networking Academy ↗ How networks and the internet work — free Cisco basics course with badge. Tech Beginner ~25h pk-networkingbeginners 📜 CERT Python Essentials 1 🌐 Cisco Networking Academy ↗ Cisco's free Python course with a certificate of completion — widely listed on Pakistani CVs. Tech Beginner ~40h pythonpk-students 📜 CERT Linux Unhatched / Linux Essentials 🌐 Cisco Networking Academy ↗ Free intro to the Linux command line — a must for cloud and security careers. Tech Beginner ~25h linuxpk-cloud-jobs 📜 CERT CS50x: Introduction to Computer Science 🟺 Harvard CS50 ↗ Harvard's free flagship — C, Python, SQL, algorithms and a final project; free certificate from Harvard optional. Tech Beginner ~100h pk-cs-foundationsharvard 📜 CERT CS50P: Introduction to Programming with Python 🟺 Harvard CS50 ↗ Python from absolute zero with great problem sets — free certificate available. Tech Beginner ~75h pythonbeginners