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Featured Courses
Explore our highly-rated classes and AI-guided paths.
Lighthouse for Hong Kong: Book 8
ENG401B-LH-HKLighthouse for Hong Kong: Book 8
A comprehensive primary English e-textbook designed for Hong Kong students, focusing on thematic vocabulary, grammar structures (such as 'have to', 'used to', and 'should'), various text types (brochures, journals, encyclopedias), and reading comprehension through local and global contexts.
Lighthouse for Hong Kong: Book 8 (Practice)
ENG401B-LH-HK-PLighthouse for Hong Kong: Book 8 (Practice)
A comprehensive English language resource for Hong Kong students that integrates reading, vocabulary, grammar, and systematic writing instruction across five thematic modules including domestic life, health, history, nature, and travel.
AI Magic Lab
AI004AI Magic Lab
A rigorous course structure integrating four major sections: AI Fundamentals, Large Model Generation (GenAI & LLM), Agents and Evolutionary Computation (highlighted as a PolyU Feature), and Ethics. The course logic progresses sequentially through Perception & Data (L1-3), Cognition & Generation (L4-6), Agents & Evolution (L7-9), and concludes with Ethics & Future (L10).
【人教版】高中英语 必修 第三册
ENG1003C-PEP-CN【人教版】高中英语 必修 第三册
本书为普通高中英语必修第三册教材，包含节日与庆典、道德与美德、多元文化、太空探索及金钱的价值五个主题单元。教材通过听、说、读、看、写等综合语言实践活动，旨在全面提升学生的英语学科核心素养。
Lighthouse for Hong Kong: Book 8
ENG401B-LH-HKLighthouse for Hong Kong: Book 8
A comprehensive primary English e-textbook designed for Hong Kong students, focusing on thematic vocabulary, grammar structures (such as 'have to', 'used to', and 'should'), various text types (brochures, journals, encyclopedias), and reading comprehension through local and global contexts.
Lighthouse for Hong Kong: Book 8 (Practice)
ENG401B-LH-HK-PLighthouse for Hong Kong: Book 8 (Practice)
A comprehensive English language resource for Hong Kong students that integrates reading, vocabulary, grammar, and systematic writing instruction across five thematic modules including domestic life, health, history, nature, and travel.
AI Magic Lab
AI004AI Magic Lab
A rigorous course structure integrating four major sections: AI Fundamentals, Large Model Generation (GenAI & LLM), Agents and Evolutionary Computation (highlighted as a PolyU Feature), and Ethics. The course logic progresses sequentially through Perception & Data (L1-3), Cognition & Generation (L4-6), Agents & Evolution (L7-9), and concludes with Ethics & Future (L10).
【人教版】高中英语 必修 第三册
ENG1003C-PEP-CN【人教版】高中英语 必修 第三册
本书为普通高中英语必修第三册教材，包含节日与庆典、道德与美德、多元文化、太空探索及金钱的价值五个主题单元。教材通过听、说、读、看、写等综合语言实践活动，旨在全面提升学生的英语学科核心素养。
Convex Optimization
MATH008Convex Optimization
A comprehensive graduate-level course and textbook covering the theory, applications, and numerical algorithms of convex optimization. It emphasizes recognizing and formulating convex problems in engineering and sciences.
The Worldly Philosophers
ECON000The Worldly Philosophers
A classic exploration of the history of economic thought, profiling the lives and visions of the great economists—from Adam Smith and Karl Marx to John Maynard Keynes—who shaped the modern world's understanding of wealth and social order.
Preschool Math Foundations
MATH000Preschool Math Foundations
This is a five-lesson early childhood math curriculum designed by an AI Tutor to help children transition from rote memorization to true mathematical logic. Through engaging, play-based activities, the course guides young learners across five progressive modules. It begins by building a strong foundation in number sense and quantity perception, then develops spatial awareness by exploring 2D and 3D geometric shapes. Children also cultivate their observation and early algebraic thinking through logic and pattern classification games. Additionally, the curriculum introduces practical measurement skills using everyday objects and concludes by making abstract time concepts concrete to help establish daily routines and planning.
The Economy
ECON002The Economy
A comprehensive and modern introduction to economics that focuses on how capitalism and the permanent technological revolution have changed the world. It covers historical data, economic modeling, and contemporary issues like inequality and climate change.
Convex Optimization
MATH008Convex Optimization
A comprehensive graduate-level course and textbook covering the theory, applications, and numerical algorithms of convex optimization. It emphasizes recognizing and formulating convex problems in engineering and sciences.
The Worldly Philosophers
ECON000The Worldly Philosophers
A classic exploration of the history of economic thought, profiling the lives and visions of the great economists—from Adam Smith and Karl Marx to John Maynard Keynes—who shaped the modern world's understanding of wealth and social order.
Preschool Math Foundations
MATH000Preschool Math Foundations
This is a five-lesson early childhood math curriculum designed by an AI Tutor to help children transition from rote memorization to true mathematical logic. Through engaging, play-based activities, the course guides young learners across five progressive modules. It begins by building a strong foundation in number sense and quantity perception, then develops spatial awareness by exploring 2D and 3D geometric shapes. Children also cultivate their observation and early algebraic thinking through logic and pattern classification games. Additionally, the curriculum introduces practical measurement skills using everyday objects and concludes by making abstract time concepts concrete to help establish daily routines and planning.
The Economy
ECON002The Economy
A comprehensive and modern introduction to economics that focuses on how capitalism and the permanent technological revolution have changed the world. It covers historical data, economic modeling, and contemporary issues like inequality and climate change.
视觉英语启蒙：词汇与句子
ENG000视觉英语启蒙：词汇与句子
本课程是一门面向低龄学习者的英语启蒙课程，通过生动有趣的主题场景（动物、颜色、身体部位、食物、家庭和动作），帮助孩子逐步建立基础英语词汇和简单句型表达能力。课程结合互动活动和情境练习，引导学生学习描述事物、表达拥有、表达喜好以及说明能力等基本语言功能，使孩子能够用简单、自然的英语句子介绍自己和身边的世界，为后续的英语学习打下良好基础。
Commentary on the Diamond Sutra
PHIL001Commentary on the Diamond Sutra
This book is a detailed commentary on the 'Diamond Sutra' by Fu You Di Jun of the Qing Dynasty. The entire text is divided into thirty-two sections, each containing the original scripture passage, concise annotations (zhù), and accessible explanations of profound Buddhist principles (jiǎng), aiming to guide readers in realizing the true essence of Buddhism.
【人教版】高中英语 必修 第二册
ENG1002C-PEP-CN【人教版】高中英语 必修 第二册
本教材是依据2017年版《普通高中英语课程标准》修订的高中英语教科书。全书通过五个主题单元（文化遗产、野生动物保护、互联网、历史与传统、音乐）培养学生的听、说、读、写综合能力及跨文化沟通素养。
Introduction to Deep Learning
AI003Introduction to Deep Learning
Deep learning is a sub-field of machine learning that focuses on learning complex, hierarchical feature representations from raw data using artificial neural networks. The course covers fundamental principles, underlying mathematics, optimization concepts (gradient descent, backpropagation), network modules (linear, convolution, pooling layers), and common architectures (CNNs, RNNs). Applications demonstrated include computer vision, natural language processing, and reinforcement learning. Students will use the PyTorch deep learning library for implementation and complete a final project on a real-world scenario.
视觉英语启蒙：词汇与句子
ENG000视觉英语启蒙：词汇与句子
本课程是一门面向低龄学习者的英语启蒙课程，通过生动有趣的主题场景（动物、颜色、身体部位、食物、家庭和动作），帮助孩子逐步建立基础英语词汇和简单句型表达能力。课程结合互动活动和情境练习，引导学生学习描述事物、表达拥有、表达喜好以及说明能力等基本语言功能，使孩子能够用简单、自然的英语句子介绍自己和身边的世界，为后续的英语学习打下良好基础。
Commentary on the Diamond Sutra
PHIL001Commentary on the Diamond Sutra
This book is a detailed commentary on the 'Diamond Sutra' by Fu You Di Jun of the Qing Dynasty. The entire text is divided into thirty-two sections, each containing the original scripture passage, concise annotations (zhù), and accessible explanations of profound Buddhist principles (jiǎng), aiming to guide readers in realizing the true essence of Buddhism.
【人教版】高中英语 必修 第二册
ENG1002C-PEP-CN【人教版】高中英语 必修 第二册
本教材是依据2017年版《普通高中英语课程标准》修订的高中英语教科书。全书通过五个主题单元（文化遗产、野生动物保护、互联网、历史与传统、音乐）培养学生的听、说、读、写综合能力及跨文化沟通素养。
Introduction to Deep Learning
AI003Introduction to Deep Learning
Deep learning is a sub-field of machine learning that focuses on learning complex, hierarchical feature representations from raw data using artificial neural networks. The course covers fundamental principles, underlying mathematics, optimization concepts (gradient descent, backpropagation), network modules (linear, convolution, pooling layers), and common architectures (CNNs, RNNs). Applications demonstrated include computer vision, natural language processing, and reinforcement learning. Students will use the PyTorch deep learning library for implementation and complete a final project on a real-world scenario.
【Shanghai Edition】Junior High School Science Grade 9, Semester 2
SCI901B-SEP-CN【Shanghai Edition】Junior High School Science Grade 9, Semester 2
This course is the junior high school science textbook for Grade 9, Semester 2. It systematically covers the evolution of the universe and stars, biological genetics and biodiversity conservation, healthy lifestyles, the human immune system, resource management and sustainable development, as well as the role of science and technology in advancing human civilization.
OpenClaw: Architecture, Dev & Security for Local AI Agents
AI007OpenClaw: Architecture, Dev & Security for Local AI Agents
This course provides an in-depth analysis of OpenClaw, a groundbreaking open-source framework for autonomous AI agents. It systematically deconstructs the framework's layered system architecture, local-first RAG memory mechanisms, browser automation protocols, and highly scalable skill ecosystem. The curriculum covers practical orchestration of complex workflows, including PIV automation flows and multi-agent committee patterns. Furthermore, it critically analyzes hardware trade-offs in production-grade deployment paradigms and presents defense-in-depth strategies against core security threats such as RCE vulnerabilities and prompt injection. The course aims to empower senior developers and architects to build AI agent systems that possess high autonomy while remaining secure and controllable.
Numerical Analysis
MATH007Numerical Analysis
A comprehensive textbook on the theory and application of numerical approximation techniques. It covers mathematical preliminaries, error analysis, solutions of equations, interpolation, and numerical solutions to differential equations.
Maths in Action (Primary 1-3)
MATH001Maths in Action (Primary 1-3)
This Primary 1 to Primary 3 Mathematics Curriculum is designed to build a solid and comprehensive mathematical foundation for early learners. The syllabus is systematically structured across five core strands: Number, Measures, Shape and Space, Data Handling, and Further Learning. Throughout this stage, students will progress from basic number recognition and arithmetic operations to developing spatial awareness, mastering practical measurement skills, and learning introductory data visualization. Beyond theoretical knowledge, the curriculum emphasizes cultivating logical thinking and problem-solving abilities, encouraging students to apply abstract mathematical concepts to real-world scenarios.
【Shanghai Edition】Junior High School Science Grade 9, Semester 2
SCI901B-SEP-CN【Shanghai Edition】Junior High School Science Grade 9, Semester 2
This course is the junior high school science textbook for Grade 9, Semester 2. It systematically covers the evolution of the universe and stars, biological genetics and biodiversity conservation, healthy lifestyles, the human immune system, resource management and sustainable development, as well as the role of science and technology in advancing human civilization.
OpenClaw: Architecture, Dev & Security for Local AI Agents
AI007OpenClaw: Architecture, Dev & Security for Local AI Agents
This course provides an in-depth analysis of OpenClaw, a groundbreaking open-source framework for autonomous AI agents. It systematically deconstructs the framework's layered system architecture, local-first RAG memory mechanisms, browser automation protocols, and highly scalable skill ecosystem. The curriculum covers practical orchestration of complex workflows, including PIV automation flows and multi-agent committee patterns. Furthermore, it critically analyzes hardware trade-offs in production-grade deployment paradigms and presents defense-in-depth strategies against core security threats such as RCE vulnerabilities and prompt injection. The course aims to empower senior developers and architects to build AI agent systems that possess high autonomy while remaining secure and controllable.
Numerical Analysis
MATH007Numerical Analysis
A comprehensive textbook on the theory and application of numerical approximation techniques. It covers mathematical preliminaries, error analysis, solutions of equations, interpolation, and numerical solutions to differential equations.
Maths in Action (Primary 1-3)
MATH001Maths in Action (Primary 1-3)
This Primary 1 to Primary 3 Mathematics Curriculum is designed to build a solid and comprehensive mathematical foundation for early learners. The syllabus is systematically structured across five core strands: Number, Measures, Shape and Space, Data Handling, and Further Learning. Throughout this stage, students will progress from basic number recognition and arithmetic operations to developing spatial awareness, mastering practical measurement skills, and learning introductory data visualization. Beyond theoretical knowledge, the curriculum emphasizes cultivating logical thinking and problem-solving abilities, encouraging students to apply abstract mathematical concepts to real-world scenarios.
Community Updates
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EvoClass Wins 2025 Huawei Developer Competition
Standing out among teams globally, EvoClass won the championship by bring best possible education for everyone
EvoClass Wins 2025 AgentX Global Competition
The underlying technology that powers EvoClass has won the 2025 AgentX competition.