Research & Education

CampusAI Polska is a comprehensive AI education platform designed for individuals and businesses looking to master human+AI collaboration. It provides access to a 3D virtual campus, 2D applications, and offline meetings, offering flexible learning options. Users gain access to video courses, checklists, interactive tools, and webinars led by over 50 industry experts. The platform features a database of 100+ verified AI applications and a MultiBot for accessing various AI models like GPT, Midjourney, and DALL·E 3 without separate subscriptions. CampusAI also includes an AI Gym for interactive, adaptive AI skills training and a vibrant community for networking and shared learning.

CanopyLAB is an innovative AI-powered social learning platform that re-imagines education by providing personalized and engaging learning experiences. Rooted in Nordic values, the platform leverages generative AI to serve learners of all ages and backgrounds. It moves beyond one-size-fits-all courses, offering dynamic learning communities through its proprietary AI engine, AICATO, and integrated social learning tools. CanopyLAB provides distinct 'LABs' – TeacherLAB, DocenteLAB, StudentLAB, and xLAB (white-label solutions) – combining the functionalities of a learning management system, a learning experience platform, and a social network. AICATO automates course creation, generates adaptive quizzes, and personalizes learning journeys, making it ideal for educators, students, non-profits, and corporate teams.

AI-Bootcamp is a comprehensive, self-paced bootcamp designed for aspiring AI engineers, focusing on real-world applications of Generative AI. It covers machine learning fundamentals, including Python essentials, exploratory data analysis, and PyTorch for deep learning. The bootcamp delves into advanced topics like Large Language Models (LLMs), Retrieval-Augmented Generation (RAGs), LangChain, LangGraph, fine-tuning, and AI agents using frameworks like CrewAI. It also explores practical aspects such as MLOps, production systems, data validation, API building with FastAPI, and cloud deployment with AWS. The curriculum integrates various LLMs including ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, and Gemini, providing a broad understanding of the ecosystem.

ai-developer-resources is a public GitHub repository maintained by Duncan, a cofounder at Rose City Robotics, offering a comprehensive and easy-to-update list of resources for AI developers. This collection includes technical courses, books, and tutorials covering artificial intelligence, deep learning, and machine learning. The resources are primarily aimed at experienced software engineers, developers, and coders, with many being free. The repository welcomes contributions via email or pull requests, ensuring the list remains current and valuable. Rose City Robotics itself focuses on developing technology for autonomous disassembly of EV batteries using machine learning and AI.

AI-Engineer-Headquarters is a comprehensive learning resource designed for individuals aiming to excel in the field of Data and AI. It offers a structured drill of scientific methods, processes, algorithms, and systems essential for building AI stories and models. The platform provides both video sessions and text content, allowing users to choose their preferred learning style. It caters to a diverse audience, including those in leadership positions, professionals, and students, emphasizing that consistent effort is key to becoming a top 1% expert in the AI field. The resource covers a wide range of topics from foundational AI engineering to mastering large language models, building RAG systems, fine-tuning LLMs, and architecting autonomous AI agents.

awesome-machine-learning is an open-source GitHub repository offering a curated list of machine learning frameworks, libraries, and software. The repository is meticulously organized by programming language, making it easy for developers and researchers to find tools tailored to their specific needs. It covers a wide array of machine learning domains, including general-purpose ML, computer vision, natural language processing, speech recognition, deep learning, and data analysis. The list includes resources for various languages such as Python, C++, Java, R, and many more, along with sections for books, courses, blogs, and events. The project emphasizes community contributions, though it has recently implemented measures to manage the influx of LLM-generated pull requests, ensuring human-verified contributions.

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials is a GitHub repository offering an extensive collection of tutorials for artificial intelligence, deep learning, and machine learning. The resource is continuously updated, expanding into areas such as GPU programming, data-centric AI, and emerging topics like Sustainable AI with Web3AI.js (DeFI, DAO, NFT). It also focuses on the application of ML/DL/AI in various industries, including transportation, medicine, and healthcare. The tutorials cover popular frameworks like PyTorch, TensorFlow, Keras, and scikit-learn, along with programming tools such as IPython Notebooks. It includes practical examples for tasks like image recognition, natural language processing, and statistical analysis, making it a valuable resource for both beginners and advanced learners in the AI field.

TinkerTell is an innovative AI writing assistant designed to accelerate literacy for K-6 students by transforming AI into a powerful learning tool through storytelling. Built by educators, it provides a safe, teacher-controlled environment for students to engage with generative AI. The platform instantly generates personalized stories for every student and comes with 25 ready-made, standards-aligned lesson plans. TinkerTell helps schools meet new curriculum requirements, develop critical thinking, creativity, and digital literacy skills. It addresses challenges like lack of engaging resources and limited teacher time, offering built-in differentiation tools and age-appropriate AI education. The tool is research-based and designed for immediate implementation, allowing teachers to maintain full classroom control while students become active creators through editing and personalizing narratives.

awesome-artificial-intelligence is a comprehensive, curated list of actively maintained resources for building and shipping AI systems. It focuses on AI engineering, including Retrieval-Augmented Generation (RAG), AI agents, evaluation frameworks, guardrails, and deployment strategies. The resource list features a selection of modern and practical books, guides, and playbooks for AI engineering, such as 'Designing Machine Learning Systems' and the 'OpenAI Cookbook'. It also highlights landmark papers that shaped modern AI, like 'Attention Is All You Need', and provides structured content through courses from institutions like Stanford and Google. Additionally, it includes newsletters to stay current with AI developments and a variety of tools for building and deploying AI applications, from models like ChatGPT and Claude to developer tools like GitHub Copilot and multimedia AI tools for image, video, and audio generation.

AgentVersity offers a personalized learning platform designed to help developers build real AI agents. It moves beyond theoretical knowledge, focusing on hands-on creation of AI applications that solve real-world problems, from decision-making bots to autonomous task handlers. The platform features an AI-powered learning engine that adapts to individual skills and goals, creating a unique learning journey. This includes an intake and skills graph, a personalized plan, and human mentors combined with AI coding assistants for project execution. Users will develop launch-ready MVPs with containerized deployment, automated testing, monitoring, and AI model evaluation, culminating in a portfolio showcase.

EduGears AI is a comprehensive, 100% AI-powered Learning Management System (LMS) designed to revolutionize education and training for schools, universities, and corporations. It significantly reduces administrative burden by automating key processes such as course creation, grading, and tutoring. Users can upload a syllabus or topic description to instantly generate complete courses, including lessons, slides, study guides, quizzes, and assessments. The platform also features AI lesson planning, question generation, and automated final grading. For corporate training, it streamlines employee onboarding, compliance training, and skill development. EduGears AI integrates with existing LMS platforms like Moodle, Canvas, Blackboard, and Brightspace via LTI, and offers SCORM export for broad compatibility.

The Data-Science-Cheatsheet is a comprehensive 5-page resource designed to aid in exam reviews, interview preparation, and general understanding of machine learning concepts. It covers over a semester's worth of introductory machine learning, drawing inspiration from MIT's Machine Learning courses 6.867 and 15.072. While beginners may find it useful, a basic understanding of statistics and linear algebra is recommended. Topics include Linear and Logistic Regression, Decision Trees, SVM, K-Nearest Neighbors, Clustering, Boosting, Dimension Reduction, Natural Language Processing, Neural Networks, Recommender Systems, Reinforcement Learning, Anomaly Detection, Time Series, and A/B Testing. The cheatsheet focuses on algorithms, models, and concepts, rather than technical languages like Python or SQL, as these foundational elements are more stable and universally applicable.

100xEngineers offers a comprehensive 6-month, hands-on cohort designed to help individuals master Applied Generative AI. Participants can choose between two tailored learning pathways: building and launching their own AI startup or securing a high-impact role in the AI industry. The program includes over 100 hours of expert training, GPU credits for practical application, and two-year access to the curriculum. It aims to equip engineers and aspiring AI professionals with the skills to develop real AI products and become industry-ready, addressing the rapid evolution of AI tools and the growing demand for GenAI expertise in various sectors.

Nurture is an AI-powered platform designed to embed formative assessment and feedback throughout schools, built on pedagogically sound principles. It assists teachers in creating curriculum-aligned tasks and generating personalized student feedback efficiently. The platform helps close the feedback loop by requiring students to reflect on feedback before revealing their grades, prioritizing learning. Nurture integrates with Microsoft Teams and Canvas (launching January 2026) to streamline workflows. Beyond technology, Nurture offers professional development programs guided by Professor Dylan Wiliam, a leading authority on formative assessment, ensuring evidence-based practices are adopted in classrooms. This approach aims to reduce teacher workload while improving the quality and frequency of formative assessment.

Fundacja Quantum AI is a non-profit organization dedicated to supporting education, research, development, and collaboration in science and new technologies, with a particular focus on Artificial Intelligence and Quantum Computing. Founded in 2019 by Paweł Gora and registered in Poland, the foundation also extends its support to other fields within Mathematics and Computer Science. It achieves its goals by organizing various events, including meetings, workshops (such as QBronze and QNickel series), contests, and hackathons. The foundation actively participates in international initiatives like P-TECH, organizes lectures for students, and collaborates with organizations like QWorld, coordinating QPoland. They also support the Warsaw.ai meetup and publish the Warsaw.AI News newsletter, fostering a vibrant community around these advanced technological fields.

Gabble.ai is an AI-powered education platform designed to help students prepare for the IELTS and TOEFL exams. It offers a comprehensive suite of tools including AI-powered practice tests, mock exams, and instant grading for speaking and writing sections. Users receive personalized feedback with sentence-level suggestions for grammar and clarity, helping them understand areas for improvement. The platform also includes listening and reading practice, along with progress tracking to monitor performance over time. Gabble.ai aims to build familiarity and confidence through gamified learning and simulated test environments, making it an effective tool for students worldwide looking to achieve their study abroad goals.

Vertech Academy transforms AI chatbots into personalized study assistants, offering expert-built prompts designed for real coursework and exam preparation. The platform provides a library of prompts for various study needs, including test prep, summarization, and study planning, which are compatible with ChatGPT, Claude, Gemini, and Perplexity. It focuses on active learning by forcing the AI to quiz users and adapt to their understanding gaps, rather than spoon-feeding answers. Key features include a study workspace with tracking, VIP custom prompts, monthly updates, and specialized test-prep prompts for exams like the SAT, with more coming soon. Vertech Academy aims to cut study time in half and improve retention for students willing to actively engage with the material.

LingoMind is an AI-powered platform designed to facilitate personalized learning experiences through the creation of interactive quizzes and flashcards. This tool allows users to generate shareable educational content, making it easier to study and retain information. By leveraging artificial intelligence, LingoMind aims to enhance engagement and knowledge retention for learners across various subjects. Its focus on interactive elements helps transform traditional study methods into more dynamic and effective learning sessions, catering to individuals seeking to improve their understanding and recall of complex topics.

Curri AI, developed by Schoola, is an AI-powered lesson-authoring tool specifically designed for African teachers and schools. It empowers educators to generate comprehensive lesson notes and plans rapidly, often in under two minutes, by leveraging AI-powered local content generation. This tool aims to streamline curriculum delivery and reduce the time teachers spend on administrative tasks, allowing them to focus more on inspiring students. Curri AI is part of a broader suite of tools offered by Schoola, which includes gamified learning apps for students and record-keeping solutions for schools, all focused on enhancing education in Africa.

Learning Mode AI is an innovative AI-powered learning platform designed to revolutionize education through interactive video content. The platform focuses on delivering personalized feedback, which is crucial for students to deepen their understanding and improve their learning outcomes. By leveraging artificial intelligence, Learning Mode AI aims to create highly engaging and effective learning experiences that adapt to individual student needs. This approach helps to make complex topics more accessible and ensures that learners receive targeted support, fostering a more dynamic and productive educational journey. The tool is built to enhance traditional learning methods with modern AI capabilities, making it a valuable resource for students seeking to improve their academic performance.

how-to-build-a-coding-agent is an open-source workshop designed to teach developers how to construct their own AI-powered coding assistants. Starting from a basic chatbot, the workshop progressively introduces advanced functionalities such as reading and editing files, executing shell commands, and performing code searches. It's structured as a step-by-step guide, making it accessible even for those without extensive AI expertise. The workshop utilizes the Anthropic Claude API and Go programming language, demonstrating how to handle tool requests, errors, and build an agent that learns and improves with each interaction. It culminates in a powerful local developer assistant with various capabilities.

DET Practice is an all-in-one platform and Platinum Partner for Duolingo English Test preparation, designed to help students achieve higher scores. It provides an extensive question bank with over 18,000 practice questions, continuously updated with high-scoring answers and detailed explanations. The platform features powerful full-length mock tests that closely simulate the real DET exam, complete with adaptive exams and accurate AI scoring, delivering results within minutes. Additionally, DET Practice offers AI correction support for writing and speaking sections, providing detailed evaluation reports and teacher guidance. Users can also access comprehensive DET courses to develop an in-depth understanding of the test sections and benefit from an AI tutor for grammar correction, translation, and content generation.

Teachally is an AI-powered platform designed to empower educators by streamlining lesson planning and content creation. It generates HQIM compliant lesson plans, teaching guides, assessments, and enrichments without the need for complex prompting. The tool effortlessly aligns educational content to over a million national, state, AP, and specialized standards, ensuring accuracy and consistency. Teachally also offers extensive differentiation tools, allowing teachers to tailor lessons for individual student needs and translate resources into over 100 languages. It supports various lesson models like 5E, UDL, and Montessori, and provides classroom-ready presentations, activities, and printable worksheets. The platform emphasizes privacy, stripping out PII before LLM use and complying with FERPA, GDPR, and COPPA.

Math-To-Manim is an open-source AI tool designed to generate epic math and physics animations and study notes from text and images. It utilizes advanced AI pipelines, including Google Gemini 3, Claude Sonnet 4.5, and Kimi K2.5 Swarm, to analyze concepts, discover prerequisites, enrich content with LaTeX equations, and design visual specifications. The tool then composes verbose prompts to generate working Manim Python code, enabling the creation of complex animations without manual coding. It focuses on building pedagogically sound animations that flow from foundational to advanced topics, making it ideal for educational content creation.