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MOOC
The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learning and how to use these techniques to build real-world AI applications.
This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field.
This 3-course Specialization is an updated version of Andrew’s pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012.
It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.) By the end of this Specialization, you will have mastered key concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you’re looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start.
- Course related:
- AAE5103 Artificial Intelligence in Aviation Industry
- Subjects:
- Computing, Data Science and Artificial Intelligence
- Keywords:
- Artificial intelligence Machine learning
- Resource Type:
- MOOC
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Video
【PolyU 85th Anniversary Interview Series】 Dr Marjorie Yang was the first female Council Chairman of PolyU. During her tenure, she actively promoted the translation of research into practical solutions and collaborations between PolyU and industry partners. In this interview, Dr Yang shares a heart-touching experience during her tenure and her efforts in driving sustainability.
【理大八十五周年訪談系列】楊敏德博士是第一位女士出任理大校董會主席。她任內積極推動大學將科研成果轉化為應用，重視大學與業界伙伴的合作。在訪談中，楊博士回顧了在任期間一次感動的經歷，以及她在推動實踐可持續發展所作的努力。
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Others
Learn more about finding a journal for publication, open access, predatory journals, your copyright as an author, social media in academics, enhancing your visbility, networking, tools for sharing and co-writing or research data management.
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Video
In this video, it covers the topic of (1).2D layered transition metal dichalcogenides; (2) Theoretical study on opto-electronic properties of 2D materials; and (3) Molecularly thin 2D quantum ruddlesden-popper perovskites.FAST is organizing the Research at FAST Seminar Series 2021/22 in the coming months to explore collaboration opportunities within PolyU community. The series also serve as a platform for colleagues to get to know FAST researchers.
- Subjects:
- Materials Science
- Keywords:
- Two-dimensional materials Quantum chemistry
- Resource Type:
- Video
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Video
PolyU's strategic plan aims to (1) instill in students the desire to learn and strengthen their ability to learn to learn, (2) enhance the student learning experience through the use of interactive pedagogies, (3) transform physical and virtual learning spaces to facilitate new teaching and learning pedagogies. In this webinar, organized by School of Nursing (SN) and in collaboration with the Educational Development Centre (EDC), Dr. Bryan Ho will share his 4-stage model of Virtual Tutorials that he used to cater to the above-mentioned PolyU aims. His data also indicated that this model is able to enhance the self-directed learning abilities. He loves the opportunity to disseminate his experience to other colleagues in PolyU.
Event Date: 26/5/2022
Facilitator(s): Dr Bryan Ho (SN), Darren Harbutt (EDC), Dr Kai Pan Mark (EDC)
- Subjects:
- Good Practices
- Keywords:
- Learning Psychology of Web-based instruction Engagement (Philosophy) Motivation in education
- Resource Type:
- Video
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Video
PolyU has announced the return of F2F learning and teaching (L&T) mode in the coming semester. Are we ready to continue our journey to the ‘new normal’ of e-L&T in our pedagogical pursuit for the new generation? In this Webinar organized by APSS and in collaboration with Educational Development Centre (EDC), Professor Doug VOGEL will provide the audience with a succinct capture of his aspiration for Education 4.0, and give his feedback on the endeavors that APSS has been working on with EDC to ride the juggernaut of pedagogical challenges and advancement in the changing environments.
Event Date: 17/12/2021
Facilitator(s): Julia Chen, Rodney Chu, Darren Harbutt
- Subjects:
- Good Practices and Lesson Design
- Keywords:
- Web-based instruction Educational technology Computer-assisted instruction Teaching Blended learning Learning
- Resource Type:
- Video
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MOOC
Population ageing is a global phenomenon profoundly affecting the well-being of communities. Disciplines such as Social Sciences, Design, and Engineering offer unique, insightful innovations for ageing societies. Along with providing solutions catering to their professional niche, these disciplines achieve creative and practical innovations through interdisciplinary collaboration. This course intends to explore and examine the process of incubating innovations in these three disciplines and help the learners to appreciate the synergy created when working toward innovations by adopting an interdisciplinary approach.
- Subjects:
- Social Sciences
- Keywords:
- Older people -- Government policy Older people -- Services for Technology older people Ageing
- Resource Type:
- MOOC
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e-book
"This book is the result of a co-design project in a class in the Masters of Education program at the University of Calgary. The course, and the resulting book, focus primarily on the safe and ethical use of technology in digital learning environments. The course was organized according to four topics based on Farrow's (2016) Framework for the Ethics of Open Education and discusses Artificial Intelligence (AI) , social networking services (SNS), 3D printing, resource sharing, adaptive learning systems, STEM, assistive technologies, admissions, and communications. In each of the nine chapters, the authors discuss the connection to the value of technology in education, and practical possibilities of learning technologies for inclusive, participatory, democratic, and pluralistic educational paradigms."--BCcampus website.
- Keywords:
- Educational technology Education -- Philosophy
- Resource Type:
- e-book
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e-book
"The FLO Facilitation Guide is a companion resource for the five facilitating learning online courses. It is designed to help individuals prepare and facilitate these courses as well as any courses that emphasize facilitating in a community of learners and supporting collaboration and reflective practice. The guide was written by experienced FLO facilitators and learning designers and includes exemplary contributions to the courses, instructions, ideas, materials, and facilitation tips and strategies. It is presented with a consistent structure for each course, making it easy to zone in on exactly what is relevant"--BCcampus website.
- Subjects:
- Lesson Design and Student Engagement
- Keywords:
- Open learning Computer-assisted instruction Web-based instruction Distance education
- Resource Type:
- e-book
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e-book
"This open textbook is designed to introduce readers to the basics of professional communications in technical fields: audience and task analysis in workplace contexts, clear and concise communications style, effective document design, teamwork and collaboration, and fundamental research skills"--BC Campus website.
- Subjects:
- English Language
- Keywords:
- Communication Technical writing -- Textbooks Business writing Textbooks Communication of technical information
- Resource Type:
- e-book