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Courseware
Students of this course will develop a broad understanding of Lean/Six Sigma principles and practices, build capability to implement Lean/Six Sigma initiatives in manufacturing operations, and learn to operate with awareness of Lean/Six Sigma at the enterprise level. All course materials are organized around a common "single-point lesson" (SPL) format, with some of the SPLs provided by the instructor and guests and with some developed and delivered by student teams.
- Subjects:
- Management and Computing
- Keywords:
- Quality control Six sigma (Quality control stard)
- Resource Type:
- Courseware
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e-book
Machine learning techniques have the potential of alleviating the complexity of knowledge acquisition. This book presents today’s state and development tendencies of machine learning. It is a multi-author book. Taking into account the large amount of knowledge about machine learning and practice presented in the book, it is divided into three major parts: Introduction, Machine Learning Theory and Applications. Part I focuses on the introduction to machine learning. The author also attempts to promote a new design of thinking machines and development philosophy. Considering the growing complexity and serious difficulties of information processing in machine learning, in Part II of the book, the theoretical foundations of machine learning are considered, and they mainly include self-organizing maps (SOMs), clustering, artificial neural networks, nonlinear control, fuzzy system and knowledge-based system (KBS). Part III contains selected applications of various machine learning approaches, from flight delays, network intrusion, immune system, ship design to CT and RNA target prediction. The book will be of interest to industrial engineers and scientists as well as academics who wish to pursue machine learning. The book is intended for both graduate and postgraduate students in fields such as computer science, cybernetics, system sciences, engineering, statistics, and social sciences, and as a reference for software professionals and practitioners.
- Course related:
- COMP4432 Machine Learning
- Subjects:
- Computing
- Keywords:
- Machine learning
- Resource Type:
- e-book
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Courseware
This is an interdisciplinary, project-based course, centered around a design project in which small teams of students work closely with a person with a disability in the Cambridge area to design a device, piece of equipment, app, or other solution that helps them live more independently.
- Subjects:
- Biomedical Engineering, Mechanical Engineering, Rehabilitation Sciences, Computing, and Electrical Engineering
- Keywords:
- Self-help devices for people with disabilities
- Resource Type:
- Courseware
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MOOC
reviews a range of survey data collection methods that are both interview-based (face-to-face and telephone) and self-administered (paper questionnaires that are mailed and those that are implemented online, i.e. as web surveys).
- Subjects:
- Statistics and Research Methods
- Keywords:
- Qualitative research Quantitative research Social sciences -- Research -- Methodology
- Resource Type:
- MOOC
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Others
A self-learning site for student nurses. It encourages the learning of psych pharmaceuticals through various online interactive activities provided by the Quizlet platform. Activity includes flash cards, multiple choice, Q&A, spelling, and games. Note that not all online activities are free.
- Subjects:
- Nursing
- Keywords:
- Psychotropic drugs Psychopharmacology Nursing -- Study teaching
- Resource Type:
- Others
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Others
A collection of self-help online screening tools for the assessment of mental conditions: Depression, Mania, and Anxiety.
- Subjects:
- Nursing
- Keywords:
- Mania Depression Mental Anxiety
- Resource Type:
- Others
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MOOC
A self-paced online course designed to help students improve the grammar that they need to successfully complete their university studies. Combines short, informative videos with fun, interactive activities. Topics include parts of speech, using tenses, sentence structure, and grammar for presentations.
Created by the English Language Centre of The Hong Kong Polytechnic University.
- Subjects:
- English Language
- Keywords:
- English language -- Grammar -- Study teaching
- Resource Type:
- MOOC
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MOOC
The self-paced online course is for students to self-study, practise and improve the academic English that they need for their university studies. Topics include appropriate academic style, correct referencing conventions, writing university levels essays and reports, delivering academic presentations and participating in discussions. Created by the English Language Centre of The Hong Kong Polytechnic University.
- Keywords:
- Academic writing English language -- Study teaching
- Resource Type:
- MOOC
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MOOC
This self-paced online course will help students to improve their language skills, find out how they can be an independent learner and become a life-long learner, increase their knowledge of effective study skills, and balance their study and life by highlighting efficient uses of time and healthy study practices. Created by the English Language Centre of The Hong Kong Polytechnic University.
- Keywords:
- Study skills English language -- Study teaching
- Resource Type:
- MOOC
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Others
Online self-study materials developed to provide support for students who are preparing to take the IELTS test.
- Subjects:
- English Language
- Keywords:
- International English Language Testing System English language -- Study teaching -- Foreign speakers
- Resource Type:
- Others