https://ramdi.fr/tags/education/Recent content in Education on Noureddine RAMDIHugoenSat, 23 May 2026 20:41:27 +0000https://ramdi.fr/github-stars/algorithmic-trading-with-ai-the-harvard-rbi-framework-for-disciplined-strategy-development/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/algorithmic-trading-with-ai-the-harvard-rbi-framework-for-disciplined-strategy-development/This repo teaches algorithmic trading with a disciplined Research-Backtest-Implement method using Python and AI tools. It stresses avoiding emotional mistakes with systematic workflows.https://ramdi.fr/github-stars/awesome-phd-advice-a-community-curated-collection-of-phd-guidance/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/awesome-phd-advice-a-community-curated-collection-of-phd-guidance/A comprehensive community-maintained collection of PhD advice links covering admissions, research, writing, and academic career preparation. No code, just curated wisdom.https://ramdi.fr/github-stars/chattutor-enabling-ai-tutors-to-teach-stem-visually-with-a-vue-bun-full-stack/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/chattutor-enabling-ai-tutors-to-teach-stem-visually-with-a-vue-bun-full-stack/ChatTutor integrates AI tutors with visual tools like Geogebra in a Vue + Bun full-stack. It supports multiple LLM providers and offers a digital whiteboard for interactive STEM learning.https://ramdi.fr/github-stars/how-project-ideas-and-resources-turns-project-specs-into-coder-fuel/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/how-project-ideas-and-resources-turns-project-specs-into-coder-fuel/Project-Ideas-And-Resources offers 45+ tiered app project specs with user stories and learning links, crafting a self-directed curriculum that beats tutorial overload.https://ramdi.fr/github-stars/learning-c-programming-with-hands-on-projects-on-labex/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/learning-c-programming-with-hands-on-projects-on-labex/Explore LabEx’s curated C programming projects teaching low-level concepts through games and data structures, all in a browser playground with no setup.https://ramdi.fr/github-stars/mathematics-for-ml-a-curated-guide-to-the-math-behind-machine-learning/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/mathematics-for-ml-a-curated-guide-to-the-math-behind-machine-learning/Mathematics-for-ML is a curated repository aggregating key resources on the mathematical foundations of machine learning. It collects books, papers, and lectures to build strong math intuition for ML practitioners.https://ramdi.fr/github-stars/ml-from-scratch-exploring-machine-learning-fundamentals-with-pure-python-and-numpy/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/ml-from-scratch-exploring-machine-learning-fundamentals-with-pure-python-and-numpy/ML-From-Scratch offers bare-bones Python implementations of key machine learning algorithms using only NumPy, focusing on transparency over efficiency. Explore how it demystifies ML fundamentals.https://ramdi.fr/github-stars/nasa-jpl-open-source-rover-a-hands-on-educational-robotics-platform/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/nasa-jpl-open-source-rover-a-hands-on-educational-robotics-platform/Explore NASA JPL’s Open Source Rover, a comprehensive educational robotics platform combining hardware assembly and software control on Raspberry Pi. A practical guide for robotics enthusiasts.https://ramdi.fr/github-stars/navigating-ai-learning-with-bishwaghimire-s-ai-learning-roadmaps/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/navigating-ai-learning-with-bishwaghimire-s-ai-learning-roadmaps/A practical guide to bishwaghimire’s AI learning roadmaps repository, offering modular, career-focused paths for AI and ML self-learners, with setup essentials and a flexible curriculum.https://ramdi.fr/github-stars/openboard-a-cross-platform-interactive-whiteboard-with-embedded-web-widgets-for-classrooms/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/openboard-a-cross-platform-interactive-whiteboard-with-embedded-web-widgets-for-classrooms/OpenBoard is a C++/Qt-based interactive whiteboard supporting Windows, macOS, and Debian. It embeds web widgets for interactive teaching, with community-driven translations.https://ramdi.fr/github-stars/ossu-data-science-a-curriculum-as-code-approach-to-self-taught-data-science-education/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/ossu-data-science-a-curriculum-as-code-approach-to-self-taught-data-science-education/OSSU Data Science offers a fully open-source, GitHub-based undergraduate curriculum using free courses from top universities. Track progress with GitHub checkboxes over an estimated two-year timeline.https://ramdi.fr/github-stars/prompt-engineering-jumpstart-a-practical-pattern-based-guide-to-mastering-prompt-engineering-fundamentals/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/prompt-engineering-jumpstart-a-practical-pattern-based-guide-to-mastering-prompt-engineering-fundamentals/Prompt-Engineering-Jumpstart is an open-source eBook teaching 14 core prompt engineering patterns with practical examples, aimed at non-technical AI users and emphasizing universal AI interaction grammar.https://ramdi.fr/github-stars/sql-noir-an-interactive-mystery-game-that-teaches-real-sql-with-supabase-and-next-js/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/sql-noir-an-interactive-mystery-game-that-teaches-real-sql-with-supabase-and-next-js/SQL Noir gamifies SQL learning by turning queries into detective work on a real PostgreSQL database with a Next.js frontend and Supabase backend.https://ramdi.fr/github-stars/sql-101-a-progressive-beginner-friendly-curriculum-for-mastering-sql-and-relational-databases/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/sql-101-a-progressive-beginner-friendly-curriculum-for-mastering-sql-and-relational-databases/SQL-101 offers a structured, RDBMS-agnostic curriculum covering SQL basics to advanced topics like indexing and transactions, with code examples and exercises for beginners.https://ramdi.fr/github-stars/tracing-deep-learning-step-by-step-in-excel-a-hands-on-guide-to-ai-by-hand-excel/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/tracing-deep-learning-step-by-step-in-excel-a-hands-on-guide-to-ai-by-hand-excel/Explore how ai-by-hand-excel implements deep learning architectures like Transformers entirely in Excel formulas, exposing the math behind AI step-by-step without code.https://ramdi.fr/github-stars/building-machine-learning-intuition-through-engineering-analogies-with-thereisnospoon/Tue, 05 May 2026 13:37:39 +0000https://ramdi.fr/github-stars/building-machine-learning-intuition-through-engineering-analogies-with-thereisnospoon/There Is No Spoon offers a unique ML primer for software engineers, using physical analogies to build deep intuition for neural networks and architectures beyond memorization.https://ramdi.fr/github-stars/curated-machine-learning-video-courses-on-youtube-by-dair-ai-ml-youtube-courses/Tue, 05 May 2026 13:37:39 +0000https://ramdi.fr/github-stars/curated-machine-learning-video-courses-on-youtube-by-dair-ai-ml-youtube-courses/A community-curated list of free machine learning courses on YouTube that organizes and vets educational content for practical learners and enthusiasts.https://ramdi.fr/github-stars/inside-the-1000-line-operating-system-a-minimal-yet-instructive-os-kernel-in-c/Tue, 05 May 2026 13:37:39 +0000https://ramdi.fr/github-stars/inside-the-1000-line-operating-system-a-minimal-yet-instructive-os-kernel-in-c/An educational OS implemented in exactly 1,000 lines of C code, revealing essential kernel design and tradeoffs. A hands-on learning tool for OS fundamentals.https://ramdi.fr/github-stars/a-curated-100-day-machine-learning-journey-with-code-and-resources/Mon, 04 May 2026 10:23:03 +0000https://ramdi.fr/github-stars/a-curated-100-day-machine-learning-journey-with-code-and-resources/Explore a 100-day machine learning coding challenge combining classical algorithms, deep learning, and curated resources. A practical, day-by-day learning path for self-directed devs.https://ramdi.fr/github-stars/a-deep-dive-into-javascript-with-you-don-t-know-js-yet-mastering-language-internals/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/a-deep-dive-into-javascript-with-you-don-t-know-js-yet-mastering-language-internals/“You Don’t Know JS Yet” is a comprehensive, free online book series that explores JavaScript’s core mechanics like scope, closures, and type coercion with rare depth and clarity.https://ramdi.fr/github-stars/frappe-lms-building-an-extensible-learning-platform-on-the-frappe-framework/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/frappe-lms-building-an-extensible-learning-platform-on-the-frappe-framework/Frappe LMS uses the Frappe Framework’s doctype system to model courses, chapters, and lessons as first-class entities, enabling quick customization and live class support with Zoom integration.https://ramdi.fr/github-stars/pagelm-orchestrating-multi-provider-llm-workflows-for-interactive-learning/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/pagelm-orchestrating-multi-provider-llm-workflows-for-interactive-learning/PageLM is an open-source TypeScript platform orchestrating multi-LLM workflows to generate interactive educational content from documents with real-time streaming and multi-backend support.https://ramdi.fr/github-stars/understanding-llm-internals-a-hands-on-guide-to-transformers-and-attention-math/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/understanding-llm-internals-a-hands-on-guide-to-transformers-and-attention-math/A curated repo breaking down large language model internals with numeric attention math, tokenization, and transformer architecture, targeting engineers who want to understand LLMs under the hood.https://ramdi.fr/github-stars/understanding-math-a-curated-knowledge-base-for-mathematical-literacy-and-notation/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/understanding-math-a-curated-knowledge-base-for-mathematical-literacy-and-notation/understanding-math is a curated repository aggregating resources on mathematical literacy, notation, and proof techniques, bridging math concepts with programming needs in ML and cryptography.https://ramdi.fr/github-stars/inside-dji-s-robomaster-sdk-a-c-library-for-educational-robot-control/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/inside-dji-s-robomaster-sdk-a-c-library-for-educational-robot-control/DJI’s RoboMaster-SDK is a C library providing hardware abstraction for the RoboMaster EP educational robot, enabling motor and sensor control via a minimal API.https://ramdi.fr/github-stars/tinycore-an-open-source-esp32-s3-educational-development-board-with-full-hardware-transparency/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/tinycore-an-open-source-esp32-s3-educational-development-board-with-full-hardware-transparency/tinyCore offers a fully open hardware ESP32-S3 board designed for embedded systems education, with complete KiCad/Altium files, WiFi/BLE, IMU, and Arduino IDE support.https://ramdi.fr/github-stars/build-your-own-x-learning-foundational-software-by-building-it-from-scratch/Sat, 02 May 2026 20:07:04 +0000https://ramdi.fr/github-stars/build-your-own-x-learning-foundational-software-by-building-it-from-scratch/The build-your-own-x repo offers step-by-step tutorials to re-implement core technologies across domains, fostering deep understanding through hands-on coding.https://ramdi.fr/github-stars/docker-practice-a-comprehensive-open-source-docker-learning-book-with-containerized-local-reading/Sat, 02 May 2026 20:07:04 +0000https://ramdi.fr/github-stars/docker-practice-a-comprehensive-open-source-docker-learning-book-with-containerized-local-reading/docker_practice offers a systematic Docker learning book with basics, advanced topics, and practical tooling. It uses Docker and mdPress for local reading, blending container tech with education.https://ramdi.fr/github-stars/microsoft-s-ml-for-beginners-a-project-based-classic-machine-learning-curriculum/Sat, 02 May 2026 20:07:04 +0000https://ramdi.fr/github-stars/microsoft-s-ml-for-beginners-a-project-based-classic-machine-learning-curriculum/Microsoft’s ML-For-Beginners offers a 12-week, project-based classic machine learning course using Scikit-learn and Jupyter Notebooks, focusing on foundational concepts with interactive lessons and quizzes.https://ramdi.fr/github-stars/deconstructing-the-modern-computer-science-curriculum-through-developer-y-s-cs-video-courses/Sun, 26 Apr 2026 17:51:11 +0000https://ramdi.fr/github-stars/deconstructing-the-modern-computer-science-curriculum-through-developer-y-s-cs-video-courses/A deep dive into Developer-Y’s cs-video-courses repo, a curated list of free university-level CS video courses shaping modern computer science education.https://ramdi.fr/github-stars/dive-into-deep-learning-d2l-ai-chinese-edition-an-interactive-textbook-bridging-theory-and-code/Sun, 26 Apr 2026 17:51:11 +0000https://ramdi.fr/github-stars/dive-into-deep-learning-d2l-ai-chinese-edition-an-interactive-textbook-bridging-theory-and-code/Dive into Deep Learning Chinese edition offers an interactive, code-driven deep learning textbook in Python, integrating theory with runnable examples for hands-on learning.https://ramdi.fr/github-stars/leetcode-master-a-structured-roadmap-for-mastering-data-structures-and-algorithms-with-leetcode/Sun, 26 Apr 2026 17:51:11 +0000https://ramdi.fr/github-stars/leetcode-master-a-structured-roadmap-for-mastering-data-structures-and-algorithms-with-leetcode/leetcode-master offers a curated, progressive path to mastering algorithms with LeetCode problems, detailed C++ explanations, video tutorials, and multi-language solutions.