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return model.adapt(user)
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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.
【Shanghai Edition】Junior High School Science Grade 9, Term 1
SCI901A-SEP-CN【Shanghai Edition】Junior High School Science Grade 9, Term 1
This textbook for Grade 9, Term 1 covers three major areas: Physical Science (minerals, metals, acids, bases, and salts), Life Science (nutrition, energy exchange, and substance transport), and Physical Energy (electric circuits, electricity, and magnetism), aiming to develop students' scientific inquiry skills and comprehensive competencies.
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.
【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.
【Shanghai Edition】Junior High School Science Grade 9, Term 1
SCI901A-SEP-CN【Shanghai Edition】Junior High School Science Grade 9, Term 1
This textbook for Grade 9, Term 1 covers three major areas: Physical Science (minerals, metals, acids, bases, and salts), Life Science (nutrition, energy exchange, and substance transport), and Physical Energy (electric circuits, electricity, and magnetism), aiming to develop students' scientific inquiry skills and comprehensive competencies.
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.
【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。
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.
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.
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).
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.
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.
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.
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).
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.
Calculus: Early Transcendentals (7th Edition)
MATH006Calculus: Early Transcendentals (7th Edition)
A comprehensive textbook covering the fundamentals and advanced topics of calculus, including functions, limits, derivatives, integrals, differential equations, and vector calculus, with an emphasis on conceptual understanding through the 'Rule of Four'.
【PEP】Junior High Biology - Grade 7, Volume 1
BIOL701A-PEP-CN【PEP】Junior High Biology - Grade 7, Volume 1
This textbook is for the first semester of Grade 7 Biology. It covers core foundational knowledge such as understanding living organisms, exploring the biosphere, cell structure and function, the composition of living organisms, and the role of green plants in the biosphere.
Against the Gods: The Remarkable Story of Risk
ECON001Against the Gods: The Remarkable Story of Risk
A comprehensive narrative history of risk management, exploring how humanity shifted from a fatalistic view of the future to a world of probability, quantification, and strategic decision-making.
【People's Education Edition】Junior High Geography Grade 8 Part 1
GEOG801A-PEP-CN【People's Education Edition】Junior High Geography Grade 8 Part 1
This course systematically covers the geographical overview of China, including its territory, population, ethnic distribution, natural environmental characteristics such as terrain, climate, and rivers, the utilization and protection of natural resources, as well as economic development status in transportation, agriculture, and industry.
Calculus: Early Transcendentals (7th Edition)
MATH006Calculus: Early Transcendentals (7th Edition)
A comprehensive textbook covering the fundamentals and advanced topics of calculus, including functions, limits, derivatives, integrals, differential equations, and vector calculus, with an emphasis on conceptual understanding through the 'Rule of Four'.
【PEP】Junior High Biology - Grade 7, Volume 1
BIOL701A-PEP-CN【PEP】Junior High Biology - Grade 7, Volume 1
This textbook is for the first semester of Grade 7 Biology. It covers core foundational knowledge such as understanding living organisms, exploring the biosphere, cell structure and function, the composition of living organisms, and the role of green plants in the biosphere.
Against the Gods: The Remarkable Story of Risk
ECON001Against the Gods: The Remarkable Story of Risk
A comprehensive narrative history of risk management, exploring how humanity shifted from a fatalistic view of the future to a world of probability, quantification, and strategic decision-making.
【People's Education Edition】Junior High Geography Grade 8 Part 1
GEOG801A-PEP-CN【People's Education Edition】Junior High Geography Grade 8 Part 1
This course systematically covers the geographical overview of China, including its territory, population, ethnic distribution, natural environmental characteristics such as terrain, climate, and rivers, the utilization and protection of natural resources, as well as economic development status in transportation, agriculture, and industry.
【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.
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.
【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。
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.
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.
【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。
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.
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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.