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Video
SPSS Statistics is a software package used for interactive, or batched, statistical analysis. Learn how to use it in this full course.
💻 Download course files here: https://drive.google.com/drive/folder...
✏️ Course created by Barton Poulson from datalab.cc.
🔗 Check out the datalab.cc YouTube channel: / datalabcc
🔗 Watch more free data science courses at http://datalab.cc/
⭐️ Course Contents ⭐️
(0:00:00) Welcome
(0:02:33) Versions, Editions, & Modules
(0:08:10) Taking a Look
(0:15:20) Sample Data
(0:19:10) Graph board Templates
(0:28:17) Bar Charts
(0:34:00) Histograms
(0:37:30) Scatterplots
(0:44:30) Frequencies
(0:53:00) Descriptives
(1:01:00) Explore
(1:12:00) Labels & Definitions
(1:23:00) Entering Data
(1:26:00) Importing Data
(1:37:00) Hierarchical Clustering
(1:48:00) Factor Analysis
(2:03:00) Regression
(2:15:00) Next Steps
- Keywords:
- SPSS (Computer file) Statistics -- Computer programs Statistics -- Data processing
- Resource Type:
- Video
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Video
Psychology, Computer Science and Neuroscience have a history of shared questions and inter-related advances. Recently, new technology has enabled those fields to move from “toy” small-scale approaches to the study of language learning from raw sensory input and to do so at a large scale that constitutes daily life. The three primary goals of my research are 1) to quantify the statistical regularities in the real world, 2) to examine the underlying computational mechanisms operated on the statistical data, and 3) to apply the findings from basic science to real-world applications. In this talk, I will present several projects in my research lab to show that the advances in human learning and machine learning fields place us at the tipping point for powerful and consequential new insights into mechanisms of (and algorithms for) learning.
Event Date: 28/06/2023
Speaker: Prof. Chen YU (University of Texas at Austin)
Hosted by: Faculty of Humanities
- Subjects:
- Language and Languages
- Keywords:
- Computational linguistics Language acquisition Machine learning
- Resource Type:
- Video
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Video
The QS Stars Reimagine Education Awards, backed by the Wharton School, describes itself as “ The global awards for innovative higher education pedagogies enhancing learning and employability”. Over the past few years PolyU has enjoyed much success at these awards with multiple shortlisted and winning entries. In this briefing, Reimagine Education Regional Award 2022: Asia Gold Award winner Dr. Kitty Chan (SN) will share her insights on converting great educational innovations into award-winning applications, as well as the hints on preparing the application materials. EDC and IPAO representatives will provide additional information to support colleagues who are interested in submitting their applications.
Event Date: 27/6/2023
Facilitator(s): Chan Kitty (SN), Anna Seto (IPAO), Kevinia Cheung (EDC), Kai Pan Mark (EDC)
- Keywords:
- Educational innovations Proposal writing for grants Education Higher--Awards
- Resource Type:
- Video
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Video
Generative AI challenges Higher Education institutions, educators and their practices to critically re-appraise the nature of what should and could be assessed. Gen AI can support equity and enhance new assessment designs. However, it also challenges us to reconsider what is valued, who is involved and what assessment can reliably reveal. This workshop will discuss the Australian Higher Education response to generative AI and explore the opportunities and challenges in relation to assessment.
Event Date: 19/6/2023
Facilitator(s): Michael Henderson (Monash University), Dick Chan (EDC)
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Video
A world class AI expert will explain to us in layman terms the power and limitations of generative AI tools, key factors that affect their performances and what users should know before deciding to use these tools and when reviewing the responses from these tools. Be inspired to discover more applications of these tools!
Event Date: 13/6/2023
Presenter: Prof. Usama Fayyad, Executive Director of the Institute for Experiential AI, Khoury College of Computer Sciences, Northeastern University, USA
Facilitator(s): Eric Tsui (EDC), Ioanna Pavlidou (ITS)
- Keywords:
- Machine learning Artificial intelligence Education -- Effect of technological innovations on
- Resource Type:
- Video
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Video
Join colleagues from the Department of Computing (COMP) and the English Language Centre (ELC) as they share their insights, experiences, challenges and plans on redesigning assessments in response to the emergence of generative AI. In this webinar, participants will learn how PolyU staff are adapting their assessment strategies to incorporate AI-generated content, while still maintaining academic integrity and ensuring student learning outcomes are met. This session will provide valuable perspectives for educators who are interested in leveraging AI in their own teaching and assessment practices.
Event Date: 30/5/2023
Facilitator(s): Richard Lui (COMP), Adam Forrester (ELC), Mitesh Patel (EDC)
- Subjects:
- Student Engagement, Assessment & Feedback, Lesson Design, and Good Practices
- Keywords:
- Artificial intelligence Computer-assisted instruction Education -- Effect of technological innovations on Educational technology
- Resource Type:
- Video
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Video
Your teaching scholarship and accolades can now be recorded on the PolyU Scholar’s Hub. Join this workshop tailored for teaching/clinical staff to find out how you can use this platform for systematic documentation and showcase purposes, and how your use of this platform may help increase your eligibility for an upcoming rewards system.
Event Date: 25/5/2023
Facilitator(s): Eric Tsui (EDC), Charles Cheng (IPAO), Vanessa Ramesh Mahboobani (IPAO), Ada Tse (EDC)
- Keywords:
- Academic achievement Scholarly publishing Universities colleges -- Administration
- Resource Type:
- Video
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Video
In the presentation, Prof. Chan shared Singapore’s long-term energy plan and research focus, as well as a few major initiatives on hydrogen application. He then introduced turquoise hydrogen and the catalytic decomposition of methane for hydrogen production, followed by an overview of the research activities on hydrogen and fuel cells at NTU over the last 30 years.
Event Date: 13/6/2023
Speaker: Prof. CHAN Siew Hwa (Nanyang Technological University)
Hosted by: PolyU Academy for Interdisciplinary Research
- Subjects:
- Electrical Engineering
- Keywords:
- Clean energy Hydrogen as fuel
- Resource Type:
- Video
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Video
Join a panel of the Directors of the educational development/enhancement centres in UGC-funded institutions in this hybrid seminar in which they explain their respective institutions’ stance and actions towards the use of Generative AI in learning, teaching and assessment. It is our honour that the UGC Secretary-General will facilitate the panel discussion. Examples of how assessment and learning activities are re-designed in different institutions to leverage the use of Generative AI will be presented, with sharing from teachers and students.
Event Date: 8/5/2023
Speakers (in order of university name):
Prof. Kenneth Lo, Director, TED, CityU
Dr Theresa Kwong, Director, CHTL, HKBU
Prof. Chun Ka Wai, Cecilia, Director, CLEAR, CUHK
Prof. Kong Siu Cheung, Director, LTTC, EDUHK
Dr Julia Chen, Director, EDC, PolyU
Dr Sean McMinn, Director, CEI, HKUST
Prof. Cecilia KY Chan, Associate Director, CETL, HKU
Facilitator(s): Prof. James Tang, Secretary-General, University Grants Committee
- Subjects:
- Lesson Design
- Keywords:
- Artificial intelligence College teaching Artificial intelligence -- Educational applications
- Resource Type:
- Video
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Video
Supported by the Virtual Teaching and Learning (VTL) project “Promoting the use of video-based formative assessment to develop the skills of reflection and peer feedforward and as an alternative to proctored examination”, teachers have been adopting video-base assessment techniques across different subjects and levels. In this session, three teachers are going to share their experience and provide suggestions to colleagues who are interested in adopting this approach: Dr Joe Ching [ELC]: Benefits and outcomes of using video-based formative assessment to improve presentation skills Dr Vincent Leung [MM]: Leveraging video assessment in global business learning at the graduate level Dr Betty Chung [SN]: Using video-based formative assessment to build a foundation of reflective learning in junior nursing students (in alphabetical order of Departments)
Event Date: 19/4/2023
Presenter(s): Dr Joe Ching (ELC), Dr Vincent Leung (MM), Dr Betty Chung (SN)
Facilitator(s): Dr Kai Pan Mark (EDC)
- Subjects:
- Lesson Design
- Keywords:
- Web-based instruction Educational tests measurements
- Resource Type:
- Video