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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.
Deep Dive into Large Language Models
AI012Deep Dive into Large Language Models
This course provides a comprehensive and in-depth introduction to the development history of large language models (LLMs), their core technical architectures, training paradigms (pretraining, fine-tuning, and alignment), multimodal extensions, prompt engineering, chain-of-thought reasoning, agents, as well as frontier topics such as model safety and privacy protection.
Discrete Mathematics
MATH002Discrete Mathematics
An introductory course in discrete mathematics for mathematics and computer science majors. It covers fundamental topics such as logic, sets, proof techniques, algorithms, number theory, combinatorics, graph theory, and automata. The course emphasizes mathematical reasoning and problem-solving skills necessary for advanced study in computer science.
香港校园粤语实践教程
CHN001香港校园粤语实践教程
本課程專為普通話背景的青少年設計，旨在透過校園與日常生活的實踐場景，幫助學生從零開始掌握實用粵語。內容涵蓋自我介紹、校園生活、時間管理、家庭成員、飲食文化、體育運動等多個主題，強調口語輸出、場景代入與文化理解。
【人教版】高中物理 选择性必修 第二册
PHYS1002S-PEP-CN【人教版】高中物理 选择性必修 第二册
本课程基于普通高中物理选择性必修教材，涵盖电磁学的进阶知识，包括安培力、洛伦兹力、电磁感应、交变电流以及传感器等核心物理概念与规律。
A First Course in Probability
MATH005A First Course in Probability
An elementary introduction to the theory of probability for students in mathematics, statistics, engineering, and the sciences. It covers the basic principles of combinatorial analysis, probability axioms, conditional probability, random variables, and limit theorems.
【人教版】高中数学 选择性必修 第一册 (A版)
MATH1001SA-PEP-CN【人教版】高中数学 选择性必修 第一册 (A版)
本教材涵盖了平面向量及其应用、复数、立体几何初步、统计以及概率五个主要章节，旨在通过“数”与“形”的结合，培养学生逻辑推理、数学建模和数据分析等核心素养。
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).
Lighthouse for Hong Kong: Book 9
ENG501A-LH-HKLighthouse for Hong Kong: Book 9
A comprehensive English language textbook designed for Hong Kong students, covering diverse themes such as international cuisine, future technology, social events, detective work, and classic literature through integrated vocabulary, grammar, and writing skills.
【人教版】高中化学 必修 第二册
CHEM1002C-PEP-CN【人教版】高中化学 必修 第二册
本教材为普通高中化学必修课程的第二册，主要内容包括非金属元素及其化合物、化学反应中的能量变化与速率限度、有机化合物基础以及化学与可持续发展的关系，旨在培养学生的高中化学核心素养。
【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。
Modern Java in Action
AI033Modern Java in Action
A comprehensive guide to the features of modern Java (versions 8, 9, 10, and 11), focusing on lambdas, streams, functional programming, and reactive programming techniques.
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.
Deep Dive into Large Language Models
AI012Deep Dive into Large Language Models
This course provides a comprehensive and in-depth introduction to the development history of large language models (LLMs), their core technical architectures, training paradigms (pretraining, fine-tuning, and alignment), multimodal extensions, prompt engineering, chain-of-thought reasoning, agents, as well as frontier topics such as model safety and privacy protection.
Discrete Mathematics
MATH002Discrete Mathematics
An introductory course in discrete mathematics for mathematics and computer science majors. It covers fundamental topics such as logic, sets, proof techniques, algorithms, number theory, combinatorics, graph theory, and automata. The course emphasizes mathematical reasoning and problem-solving skills necessary for advanced study in computer science.
香港校园粤语实践教程
CHN001香港校园粤语实践教程
本課程專為普通話背景的青少年設計，旨在透過校園與日常生活的實踐場景，幫助學生從零開始掌握實用粵語。內容涵蓋自我介紹、校園生活、時間管理、家庭成員、飲食文化、體育運動等多個主題，強調口語輸出、場景代入與文化理解。
【人教版】高中物理 选择性必修 第二册
PHYS1002S-PEP-CN【人教版】高中物理 选择性必修 第二册
本课程基于普通高中物理选择性必修教材，涵盖电磁学的进阶知识，包括安培力、洛伦兹力、电磁感应、交变电流以及传感器等核心物理概念与规律。
A First Course in Probability
MATH005A First Course in Probability
An elementary introduction to the theory of probability for students in mathematics, statistics, engineering, and the sciences. It covers the basic principles of combinatorial analysis, probability axioms, conditional probability, random variables, and limit theorems.
【人教版】高中数学 选择性必修 第一册 (A版)
MATH1001SA-PEP-CN【人教版】高中数学 选择性必修 第一册 (A版)
本教材涵盖了平面向量及其应用、复数、立体几何初步、统计以及概率五个主要章节，旨在通过“数”与“形”的结合，培养学生逻辑推理、数学建模和数据分析等核心素养。
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).
Lighthouse for Hong Kong: Book 9
ENG501A-LH-HKLighthouse for Hong Kong: Book 9
A comprehensive English language textbook designed for Hong Kong students, covering diverse themes such as international cuisine, future technology, social events, detective work, and classic literature through integrated vocabulary, grammar, and writing skills.
【人教版】高中化学 必修 第二册
CHEM1002C-PEP-CN【人教版】高中化学 必修 第二册
本教材为普通高中化学必修课程的第二册，主要内容包括非金属元素及其化合物、化学反应中的能量变化与速率限度、有机化合物基础以及化学与可持续发展的关系，旨在培养学生的高中化学核心素养。
【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。
Modern Java in Action
AI033Modern Java in Action
A comprehensive guide to the features of modern Java (versions 8, 9, 10, and 11), focusing on lambdas, streams, functional programming, and reactive programming techniques.
【人教版】初中数学 九年级 下册
MATH901B-PEP-CN【人教版】初中数学 九年级 下册
本书是初中阶段最后一册数学教科书，主要包含反比例函数、相似、锐角三角函数、投影与视图四大核心模块。课程强调通过观察、探究和逻辑推理来理解数学概念，并运用数学模型解决实际生活中的规律描述、测量计算和空间认知问题。
香港小學科學教材 四年級
SCI401-HK香港小學科學教材 四年級
本教材为香港小学四年级科学课程的详细教学材料，涵盖传染病、植物繁殖、遗传、生态平衡、物质变化、能源、光影、电路、摩擦力、地球科学及航天科技等核心知识点。
Probability and Statistics: The Science of Uncertainty
MATH003Probability and Statistics: The Science of Uncertainty
A comprehensive introductory university-level course on the mathematical foundations of probability and statistics. Requiring one year of calculus, the course covers probability models, random variables, expectation, sampling distributions, likelihood and Bayesian inference, and relationships among variables.
【人教版】高中数学 必修 第二册 (A版)
MATH1002CA-PEP-CN【人教版】高中数学 必修 第二册 (A版)
本教材涵盖了平面向量及其应用、复数、立体几何初步、统计以及概率五个主要章节，旨在通过“数”与“形”的结合，培养学生逻辑推理、数学建模和数据分析等核心素养。
【人教版】高中英语 选择性必修 第二册 (A版)
MATH1002SA-PEP-CN【人教版】高中英语 选择性必修 第二册 (A版)
本书是普通高中数学选择性必修第二册（A版），严格按照2017年版数学课程标准编写。内容涵盖数列（等差数列、等比数列、数学归纳法）和一元函数的导数及其应用。通过丰富的实际背景引导学生理解数学概念，培养数学核心素养。
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.
【人教版】高中物理 选择性必修 第三册
PHYS1003S-PEP-CN【人教版】高中物理 选择性必修 第三册
本教科书为普通高中物理选择性必修系列第三册，深入探讨分子动理论、物态及其变化、热力学定律、原子结构、波粒二象性以及原子核物理等核心内容，旨在提升学生的物理学科核心素养。
【人教版】初中英语 七年级 上册
MATH701A-PEP-CN【人教版】初中英语 七年级 上册
本教材为初中一年级数学起始教材，主要涵盖有理数、整式的加减、一元一次方程以及几何图形初步四个核心板块。通过引入负数、数轴、代数式等抽象概念，帮助学生从算术思维向代数思维过渡，奠定初中数学的基础。
【人教版】高中数学 选择性必修 第三册 (A版)
MATH1003SA-PEP-CN【人教版】高中数学 选择性必修 第三册 (A版)
本教材主要涵盖高中数学进阶内容，包括计数原理（分类加法、分步乘法、排列组合及二项式定理）、随机变量及其分布（条件概率、离散型分布、二项分布及正态分布）以及成对数据的统计分析（一元线性回归、独立性检验）。
Python Programming: An Introduction to Computer Science
AI036Python Programming: An Introduction to Computer Science
This is an introductory college-level textbook designed to teach the fundamental principles of computer science using Python as the primary programming language. It focuses on problem-solving, design, and programming through a spiral coverage model and a graphics-oriented approach.
Generative AI Foundations in Python
AI030Generative AI Foundations in Python
A comprehensive guide to understanding and implementing Generative AI and Large Language Models (LLMs). This course covers the transition from theoretical foundations to practical Python-based development, including GANs, diffusion models, transformers, fine-tuning, and production deployment.
【人教版】高中物理 必修 第一册
PHYS1001C-PEP-CN【人教版】高中物理 必修 第一册
本课程基于普通高中物理必修第一册教材，涵盖了机械运动的描述、匀变速直线运动的规律、相互作用中的重力、弹力与摩擦力，以及运动和力的关系（牛顿运动定律）。课程旨在通过实验探究与逻辑推理，培养学生的物理核心素养与科学思维。
【人教版】初中数学 九年级 下册
MATH901B-PEP-CN【人教版】初中数学 九年级 下册
本书是初中阶段最后一册数学教科书，主要包含反比例函数、相似、锐角三角函数、投影与视图四大核心模块。课程强调通过观察、探究和逻辑推理来理解数学概念，并运用数学模型解决实际生活中的规律描述、测量计算和空间认知问题。
香港小學科學教材 四年級
SCI401-HK香港小學科學教材 四年級
本教材为香港小学四年级科学课程的详细教学材料，涵盖传染病、植物繁殖、遗传、生态平衡、物质变化、能源、光影、电路、摩擦力、地球科学及航天科技等核心知识点。
Probability and Statistics: The Science of Uncertainty
MATH003Probability and Statistics: The Science of Uncertainty
A comprehensive introductory university-level course on the mathematical foundations of probability and statistics. Requiring one year of calculus, the course covers probability models, random variables, expectation, sampling distributions, likelihood and Bayesian inference, and relationships among variables.
【人教版】高中数学 必修 第二册 (A版)
MATH1002CA-PEP-CN【人教版】高中数学 必修 第二册 (A版)
本教材涵盖了平面向量及其应用、复数、立体几何初步、统计以及概率五个主要章节，旨在通过“数”与“形”的结合，培养学生逻辑推理、数学建模和数据分析等核心素养。
【人教版】高中英语 选择性必修 第二册 (A版)
MATH1002SA-PEP-CN【人教版】高中英语 选择性必修 第二册 (A版)
本书是普通高中数学选择性必修第二册（A版），严格按照2017年版数学课程标准编写。内容涵盖数列（等差数列、等比数列、数学归纳法）和一元函数的导数及其应用。通过丰富的实际背景引导学生理解数学概念，培养数学核心素养。
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.
【人教版】高中物理 选择性必修 第三册
PHYS1003S-PEP-CN【人教版】高中物理 选择性必修 第三册
本教科书为普通高中物理选择性必修系列第三册，深入探讨分子动理论、物态及其变化、热力学定律、原子结构、波粒二象性以及原子核物理等核心内容，旨在提升学生的物理学科核心素养。
【人教版】初中英语 七年级 上册
MATH701A-PEP-CN【人教版】初中英语 七年级 上册
本教材为初中一年级数学起始教材，主要涵盖有理数、整式的加减、一元一次方程以及几何图形初步四个核心板块。通过引入负数、数轴、代数式等抽象概念，帮助学生从算术思维向代数思维过渡，奠定初中数学的基础。
【人教版】高中数学 选择性必修 第三册 (A版)
MATH1003SA-PEP-CN【人教版】高中数学 选择性必修 第三册 (A版)
本教材主要涵盖高中数学进阶内容，包括计数原理（分类加法、分步乘法、排列组合及二项式定理）、随机变量及其分布（条件概率、离散型分布、二项分布及正态分布）以及成对数据的统计分析（一元线性回归、独立性检验）。
Python Programming: An Introduction to Computer Science
AI036Python Programming: An Introduction to Computer Science
This is an introductory college-level textbook designed to teach the fundamental principles of computer science using Python as the primary programming language. It focuses on problem-solving, design, and programming through a spiral coverage model and a graphics-oriented approach.
Generative AI Foundations in Python
AI030Generative AI Foundations in Python
A comprehensive guide to understanding and implementing Generative AI and Large Language Models (LLMs). This course covers the transition from theoretical foundations to practical Python-based development, including GANs, diffusion models, transformers, fine-tuning, and production deployment.
【人教版】高中物理 必修 第一册
PHYS1001C-PEP-CN【人教版】高中物理 必修 第一册
本课程基于普通高中物理必修第一册教材，涵盖了机械运动的描述、匀变速直线运动的规律、相互作用中的重力、弹力与摩擦力，以及运动和力的关系（牛顿运动定律）。课程旨在通过实验探究与逻辑推理，培养学生的物理核心素养与科学思维。
香港日常粤语实践教程
CHN000香港日常粤语实践教程
本讲义专为刚到香港生活、工作或读书的成年人设计，通过10个核心生活场景（如点餐、问路、职场沟通、住房报修等），帮助学习者快速建立日常粤语生存能力。课程强调场景驱动和实用导向，涵盖核心词汇、句型、真实对话及常见错误提醒。
Advanced Guide to Prompt Engineering for Large Language Models
AI006Advanced Guide to Prompt Engineering for Large Language Models
A comprehensive advanced guide to mastering AI through structured logic and precise instruction. The course covers structural frameworks (CO-STAR), Few-Shot learning, Chain of Thought reasoning, output format constraints (JSON/Markdown), and prompt system management to resolve issues such as AI hallucinations and poor logical output.
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。
My Little AI Agent
AI000My Little AI Agent
Designed for preschool learners, this course transforms complex computer science concepts—such as Agents, evolutionary learning, prompting, and even negative entropy—into concrete, playful, and age-appropriate experiences. Across five lessons, children build foundational AI literacy: understanding what AI is and how it helps people, learning to give clear instructions (prompting), exploring specialized AI "helpers" (agents) and teamwork, discovering how AI learns from data and mistakes, and finally engaging in a guided human–AI co-creation project that promotes creativity, responsibility, and technology-for-good values.
Introduction to Linear Algebra
MATH004Introduction to Linear Algebra
A comprehensive textbook providing a modern introduction to linear algebra, covering vectors, matrices, linear equations, vector spaces, orthogonality, determinants, and eigenvalues, with a focus on both theory and applications.
【人教版】初中数学 七年级 下册
MATH701B-PEP-CN【人教版】初中数学 七年级 下册
本教材是初中数学的核心组成部分，涵盖了相交线与平行线、实数、平面直角坐标系、二元一次方程组、不等式与不等式组以及数据的收集、整理与描述。通过本学期的学习，学生将从基本的几何关系过渡到代数逻辑，建立数形结合的基础思维。
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.
Python数据结构与算法分析 (第2版)
AI028Python数据结构与算法分析 (第2版)
本书是使用Python阐述数据结构与算法的经典教材。涵盖了Python基础复习、算法分析（大O记法）、基本数据结构（栈、队列、列表）、递归、搜索与排序、树及图算法。通过实战代码清单，帮助读者理解如何通过Python高效地实现各种抽象数据类型。
【人教版】高中化学 必修 第一册
CHEM1001C-PEP-CN【人教版】高中化学 必修 第一册
本课程基于人教版高中化学必修第一册教材，涵盖物质的分类、离子反应、氧化还原反应等基础理论，以及钠、氯、铁等金属与非金属元素的性质及其化合物，并引入‘物质的量’等核心化学计量概念，是高中化学学习的基础模块。
【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.
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.
香港日常粤语实践教程
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本讲义专为刚到香港生活、工作或读书的成年人设计，通过10个核心生活场景（如点餐、问路、职场沟通、住房报修等），帮助学习者快速建立日常粤语生存能力。课程强调场景驱动和实用导向，涵盖核心词汇、句型、真实对话及常见错误提醒。
Advanced Guide to Prompt Engineering for Large Language Models
AI006Advanced Guide to Prompt Engineering for Large Language Models
A comprehensive advanced guide to mastering AI through structured logic and precise instruction. The course covers structural frameworks (CO-STAR), Few-Shot learning, Chain of Thought reasoning, output format constraints (JSON/Markdown), and prompt system management to resolve issues such as AI hallucinations and poor logical output.
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My Little AI Agent
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Introduction to Linear Algebra
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A comprehensive textbook providing a modern introduction to linear algebra, covering vectors, matrices, linear equations, vector spaces, orthogonality, determinants, and eigenvalues, with a focus on both theory and applications.
【人教版】初中数学 七年级 下册
MATH701B-PEP-CN【人教版】初中数学 七年级 下册
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OpenClaw: Architecture, Dev & Security for Local AI Agents
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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.
Python数据结构与算法分析 (第2版)
AI028Python数据结构与算法分析 (第2版)
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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.
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.
Introduction to Python Programming
AI001Introduction to Python Programming
Learn Python, a popular programming language, covering core concepts for everything from web and software development to data science and quality assurance. Skills gained include writing Python 3 programs and simplifying code.
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MATH1001CA-PEP-CN【人教版】高中数学 必修 第一册 (A版)
本教科书是高中数学的入门教材，涵盖了集合与常用逻辑用语、一元二次函数、方程和不等式、函数概念与性质、指数函数与对数函数以及三角函数等核心内容。旨在培养学生的数学核心素养、逻辑推理能力和数学建模意识。
Programming Massively Parallel Processors: A Hands-on Approach
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This course provides a comprehensive introduction to GPU computing and parallel programming using the CUDA C environment. It covers GPU architectures, data parallelism, thread management, memory optimization, and advanced performance considerations, illustrated through real-world case studies like MRI reconstruction and molecular visualization.
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Introduction to LLMs for Developers
AI010Introduction to LLMs for Developers
This course is a Chinese-adapted version of the three-course large language model series jointly launched by Andrew Ng and OpenAI. It covers Prompt Engineering, building systems with the ChatGPT API, LangChain application development, and using LangChain to access private data. The course provides a clear and accessible introduction to how to leverage the capabilities of large language models to build applications with summarization, inference, transformation, expansion, and chat functions.
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本教材为普通高中物理选择性必修第一册，深入探讨动量守恒、机械振动、机械波以及光学等物理学核心领域。通过理论讲解、实验探究、例题分析和课后习题，帮助学生建立系统的物理观念和科学思维。
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MATH901A-PEP-CN【人教版】初中数学 九年级 上册
本书为初中九年级上学期数学标准教材，涵盖了一元二次方程、二次函数、旋转、圆以及概率初步五个核心模块，旨在培养学生的逻辑思维与数学建模能力。
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.
Computer Systems: A Programmer's Perspective (Global Edition)
AI031Computer Systems: A Programmer's Perspective (Global Edition)
A comprehensive deep-dive into how computer systems execute programs and store information. This course bridges the gap between high-level programming and the underlying hardware, covering machine-level representation, processor architecture, memory hierarchy, and concurrent programming.
视觉化英语语法（初级）
ENG001视觉化英语语法（初级）
本课程通过直观的可视化方式，帮助学习者理解英语语法的基础结构，并逐步建立基本词汇和日常交流能力。课程将介绍核心句型结构、常见语法规则以及基础表达方式，通过清晰的示例和互动练习，使学习者能够理解并运用简单的英语句子进行表达和沟通，为进一步的英语学习打下扎实基础。
Large Language Models for Everyone: From Basics to Practical Use (2026 Edition)
AI008Large Language Models for Everyone: From Basics to Practical Use (2026 Edition)
This course is a beginner-friendly, practical introduction to Large Language Models (LLMs) such as ChatGPT and Gemini. Designed for learners from any background, it explains how LLMs work at a high level, what they can and cannot do, and how to use them effectively in study, work, and everyday life. Through hands-on demonstrations and guided exercises, you will learn prompt techniques, how to evaluate outputs critically, how to handle hallucinations and bias, and how to use common tools (e.g., documents, summaries, translation, data tasks) safely and responsibly. By the end of the course, you will be able to build a personal “LLM workflow” for real tasks—writing, research, planning, and productivity—without needing advanced coding skills.
Generative AI for Beginners
AI011Generative AI for Beginners
A comprehensive curriculum exploring the fundamentals of Generative AI, Large Language Models, prompt engineering, and the development of AI-powered applications using tools like Azure OpenAI and the Power Platform.
Introduction to Python Programming
AI001Introduction to Python Programming
Learn Python, a popular programming language, covering core concepts for everything from web and software development to data science and quality assurance. Skills gained include writing Python 3 programs and simplifying code.
【人教版】高中数学 必修 第一册 (A版)
MATH1001CA-PEP-CN【人教版】高中数学 必修 第一册 (A版)
本教科书是高中数学的入门教材，涵盖了集合与常用逻辑用语、一元二次函数、方程和不等式、函数概念与性质、指数函数与对数函数以及三角函数等核心内容。旨在培养学生的数学核心素养、逻辑推理能力和数学建模意识。
Programming Massively Parallel Processors: A Hands-on Approach
AI032Programming Massively Parallel Processors: A Hands-on Approach
This course provides a comprehensive introduction to GPU computing and parallel programming using the CUDA C environment. It covers GPU architectures, data parallelism, thread management, memory optimization, and advanced performance considerations, illustrated through real-world case studies like MRI reconstruction and molecular visualization.
【人教版】初中物理 八年级 上
PHYS801A-PEP-CN【人教版】初中物理 八年级 上
本课程是初中物理的入门教材，涵盖机械运动、声现象、物态变化、光现象、透镜及其应用以及质量与密度等基础物理领域。通过丰富的实验演示、生活实例和‘科学之旅’，培养学生的观察能力和科学思维。
Introduction to LLMs for Developers
AI010Introduction to LLMs for Developers
This course is a Chinese-adapted version of the three-course large language model series jointly launched by Andrew Ng and OpenAI. It covers Prompt Engineering, building systems with the ChatGPT API, LangChain application development, and using LangChain to access private data. The course provides a clear and accessible introduction to how to leverage the capabilities of large language models to build applications with summarization, inference, transformation, expansion, and chat functions.
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PHYS1001S-PEP-CN【人教版】高中物理 选择性必修 第一册
本教材为普通高中物理选择性必修第一册，深入探讨动量守恒、机械振动、机械波以及光学等物理学核心领域。通过理论讲解、实验探究、例题分析和课后习题，帮助学生建立系统的物理观念和科学思维。
【人教版】初中数学 九年级 上册
MATH901A-PEP-CN【人教版】初中数学 九年级 上册
本书为初中九年级上学期数学标准教材，涵盖了一元二次方程、二次函数、旋转、圆以及概率初步五个核心模块，旨在培养学生的逻辑思维与数学建模能力。
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.
Computer Systems: A Programmer's Perspective (Global Edition)
AI031Computer Systems: A Programmer's Perspective (Global Edition)
A comprehensive deep-dive into how computer systems execute programs and store information. This course bridges the gap between high-level programming and the underlying hardware, covering machine-level representation, processor architecture, memory hierarchy, and concurrent programming.
视觉化英语语法（初级）
ENG001视觉化英语语法（初级）
本课程通过直观的可视化方式，帮助学习者理解英语语法的基础结构，并逐步建立基本词汇和日常交流能力。课程将介绍核心句型结构、常见语法规则以及基础表达方式，通过清晰的示例和互动练习，使学习者能够理解并运用简单的英语句子进行表达和沟通，为进一步的英语学习打下扎实基础。
Large Language Models for Everyone: From Basics to Practical Use (2026 Edition)
AI008Large Language Models for Everyone: From Basics to Practical Use (2026 Edition)
This course is a beginner-friendly, practical introduction to Large Language Models (LLMs) such as ChatGPT and Gemini. Designed for learners from any background, it explains how LLMs work at a high level, what they can and cannot do, and how to use them effectively in study, work, and everyday life. Through hands-on demonstrations and guided exercises, you will learn prompt techniques, how to evaluate outputs critically, how to handle hallucinations and bias, and how to use common tools (e.g., documents, summaries, translation, data tasks) safely and responsibly. By the end of the course, you will be able to build a personal “LLM workflow” for real tasks—writing, research, planning, and productivity—without needing advanced coding skills.
Generative AI for Beginners
AI011Generative AI for Beginners
A comprehensive curriculum exploring the fundamentals of Generative AI, Large Language Models, prompt engineering, and the development of AI-powered applications using tools like Azure OpenAI and the Power Platform.
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