Ziyad Marar, President, Global Publishing at SAGE, gives the opening keynote at London Info International on how the rise of big data and new technology is transforming the nature of social research
R & D for the High School Classroom: Day 1 (WIP-5 grant workshop)Darci the STEM Mom
This presentation shares an overview of the the purpose of the R&D workshop, an introduction to inquiry, an introduction to the STEM Student Research Handbook, and two activities that can be used with students to demonstrate the research method by example (rather than lecture).
'Learning design & learning analytics – building the links', presented by Rebecca Ferguson at 'What the Research Says' seminar held at the London Knowledge Lab on 28 November 2014.
Teaching in MOOCs: Unbundling the roles of the educatorRebecca Ferguson
Teaching in MOOCs: Unbundling the roles of the educator, a presentation given at the design4learning conference at The Open University, Milton Keynes, UK by Rebecca Ferguson (co-authored with Denise Whitelock) on 26 November 2014.
Teaching STEM Elements Using Rube Goldberg InventionsLeigh Zeitz
This presentation explores the elements of STEM teaching using Problem-Based Learning. It describes the experience that Dr. Z had with 6th graders last year.
Presentation by Rebecca Ferguson at Learning and Knowledge 2015 (LAK15), Poughkeepsie, NY, USA.
Massive open online courses (MOOCs) are now being used across the world to provide millions of learners with access to education. Many learners complete these courses successfully, or to their own satisfaction, but the high numbers who do not finish remain a subject of concern for platform providers and educators. In 2013, a team from Stanford University analysed engagement patterns on three MOOCs run on the Coursera platform. They found four distinct patterns of engagement that emerged from MOOCs based on videos and assessments. However, not all platforms take this approach to learning design. Courses on the FutureLearn platform are underpinned by a social-constructivist pedagogy, which includes discussion as an important element. In this paper, we analyse engagement patterns on four FutureLearn MOOCs and find that only two clusters identified previously apply in this case. Instead, we see seven distinct patterns of engagement: Samplers, Strong Starters, Returners, Mid-way Dropouts, Nearly There, Late Completers and Keen Completers. This suggests that patterns of engagement in these massive learning environments are influenced by decisions about pedagogy. We also make some observations about approaches to clustering in this context.
R & D for the High School Classroom: Day 1 (WIP-5 grant workshop)Darci the STEM Mom
This presentation shares an overview of the the purpose of the R&D workshop, an introduction to inquiry, an introduction to the STEM Student Research Handbook, and two activities that can be used with students to demonstrate the research method by example (rather than lecture).
'Learning design & learning analytics – building the links', presented by Rebecca Ferguson at 'What the Research Says' seminar held at the London Knowledge Lab on 28 November 2014.
Teaching in MOOCs: Unbundling the roles of the educatorRebecca Ferguson
Teaching in MOOCs: Unbundling the roles of the educator, a presentation given at the design4learning conference at The Open University, Milton Keynes, UK by Rebecca Ferguson (co-authored with Denise Whitelock) on 26 November 2014.
Teaching STEM Elements Using Rube Goldberg InventionsLeigh Zeitz
This presentation explores the elements of STEM teaching using Problem-Based Learning. It describes the experience that Dr. Z had with 6th graders last year.
Presentation by Rebecca Ferguson at Learning and Knowledge 2015 (LAK15), Poughkeepsie, NY, USA.
Massive open online courses (MOOCs) are now being used across the world to provide millions of learners with access to education. Many learners complete these courses successfully, or to their own satisfaction, but the high numbers who do not finish remain a subject of concern for platform providers and educators. In 2013, a team from Stanford University analysed engagement patterns on three MOOCs run on the Coursera platform. They found four distinct patterns of engagement that emerged from MOOCs based on videos and assessments. However, not all platforms take this approach to learning design. Courses on the FutureLearn platform are underpinned by a social-constructivist pedagogy, which includes discussion as an important element. In this paper, we analyse engagement patterns on four FutureLearn MOOCs and find that only two clusters identified previously apply in this case. Instead, we see seven distinct patterns of engagement: Samplers, Strong Starters, Returners, Mid-way Dropouts, Nearly There, Late Completers and Keen Completers. This suggests that patterns of engagement in these massive learning environments are influenced by decisions about pedagogy. We also make some observations about approaches to clustering in this context.
Moving through MOOCs: Pedagogy, Learning and Patterns of EngagementRebecca Ferguson
Presentation for ECTEL 2015, Toledo, Spain (the detailed version).
The related, shorter, presentation is at http://www.slideshare.net/dougclow/moving-through-moocs
Who has the crystal ball for moving forward with Digital Assessment?Denise Whitelock
Who has the crystal ball for moving forward with Digital Assessment?
Digital assessment is an evolving construct used in education to enrich, inform and complement the teaching process. Using automatic feedback however, has been under-utilised and under-valued throughout this process and further highlighted with the introduction of electronic teaching and assessments.
This presentation will discuss the issues raised by teachers and students in this arena. It will provide exemplars of how their concerns are currently being addressed by both researchers and software developers in order to support educator feedback to students. Finally, the issue of potential disrupters will be raised which moves us into the realm of crystal ball gazing.
Keynote address presented at WISEflow Conference, Brunel University
The Impact of Open Textbooks in the USA and South Africa: When? Why? How?OER Hub
These slides accompanied the OER Research Hub webinar "The Impact of Open Textbooks in the USA and South Africa: When? Why? How?" on 28 May 2014. Speakers: Megan Beckett (Siyavula), Beck Pitt (The Open University, OER Research Hub) and Daniel Williamson (OpenStax College). The session was chaired by Martin Weller (The Open University, OER Research Hub).
You can watch a recording of the webinar here: http://tinyurl.com/p926br2
Presentation of my co-authored paper Innovation Design Engineering: Non-linear progressive education for diverse intakes with Prof Peter Childs at the E and PDE conference 2009
Fighting level 3: From the LA framework to LA practice on the micro-levelHendrik Drachsler
This presentation explores shortcomings of learning analytics for the wide adoption in educational organisations. It is NOT about ethics and privacy rather than focuses on shortcomings of learning analytics for teachers and students in the classroom (micro-level). We investigated if and to what extend learning analytics dashboards are addressing educational concepts. Map opportunities and challenges for the use of Learning Analytics dashboards for the design of courses, and present an evaluation instrument for the effects of Learning Analytics called EFLA. EFLA can be used to measure the effects of LA tools at the teacher and student side. It is a robust but light (8 items) measurement to quickly investigate the level of adoption of learning analytics in a course (micro-level). The presentation concludes that Learning Analytics is still to much a computer science dicipline that does not fulfill the often claimed position of the middle space between educational and computer science research.
"Librarians' Perceptions of OER" was presented by Beck Pitt at OpenEd 2014, Washington DC, USA during November 2014.
Research was carried out in collaboration with CoPILOT and this presentation was developed from Eleni, Nancy and Beck's presentation at OER13 in Newcastle, UK earlier in the year.
Search, Serendipity and the Researcher ExperienceLettie Conrad
When considering academic researchers’ information-seeking and retrieval needs, we often focus on search – optimizing for search, Google-like search for libraries, user preferences for one-box quick-search tools, and so on. But what about unplanned instances of discovery? Are new technologies, such as text mining and natural language processing, enabling new pathways that lead researchers to relevant material, perhaps even leading to surprising new connections across disciplines? Conversely, with the prevalence of satisficing, does serendipity even play a role when searching for information about a scholarly topic?_x000D_
Through a study of undergraduate students and their faculty members, as well as a survey of publisher and website offerings, this talk will summarize common user pathways and how today’s students and faculty use content recommendation tools with recommendations for how libraries and the scholarly communications community might respond.
Moving through MOOCs: Pedagogy, Learning and Patterns of EngagementRebecca Ferguson
Presentation for ECTEL 2015, Toledo, Spain (the detailed version).
The related, shorter, presentation is at http://www.slideshare.net/dougclow/moving-through-moocs
Who has the crystal ball for moving forward with Digital Assessment?Denise Whitelock
Who has the crystal ball for moving forward with Digital Assessment?
Digital assessment is an evolving construct used in education to enrich, inform and complement the teaching process. Using automatic feedback however, has been under-utilised and under-valued throughout this process and further highlighted with the introduction of electronic teaching and assessments.
This presentation will discuss the issues raised by teachers and students in this arena. It will provide exemplars of how their concerns are currently being addressed by both researchers and software developers in order to support educator feedback to students. Finally, the issue of potential disrupters will be raised which moves us into the realm of crystal ball gazing.
Keynote address presented at WISEflow Conference, Brunel University
The Impact of Open Textbooks in the USA and South Africa: When? Why? How?OER Hub
These slides accompanied the OER Research Hub webinar "The Impact of Open Textbooks in the USA and South Africa: When? Why? How?" on 28 May 2014. Speakers: Megan Beckett (Siyavula), Beck Pitt (The Open University, OER Research Hub) and Daniel Williamson (OpenStax College). The session was chaired by Martin Weller (The Open University, OER Research Hub).
You can watch a recording of the webinar here: http://tinyurl.com/p926br2
Presentation of my co-authored paper Innovation Design Engineering: Non-linear progressive education for diverse intakes with Prof Peter Childs at the E and PDE conference 2009
Fighting level 3: From the LA framework to LA practice on the micro-levelHendrik Drachsler
This presentation explores shortcomings of learning analytics for the wide adoption in educational organisations. It is NOT about ethics and privacy rather than focuses on shortcomings of learning analytics for teachers and students in the classroom (micro-level). We investigated if and to what extend learning analytics dashboards are addressing educational concepts. Map opportunities and challenges for the use of Learning Analytics dashboards for the design of courses, and present an evaluation instrument for the effects of Learning Analytics called EFLA. EFLA can be used to measure the effects of LA tools at the teacher and student side. It is a robust but light (8 items) measurement to quickly investigate the level of adoption of learning analytics in a course (micro-level). The presentation concludes that Learning Analytics is still to much a computer science dicipline that does not fulfill the often claimed position of the middle space between educational and computer science research.
"Librarians' Perceptions of OER" was presented by Beck Pitt at OpenEd 2014, Washington DC, USA during November 2014.
Research was carried out in collaboration with CoPILOT and this presentation was developed from Eleni, Nancy and Beck's presentation at OER13 in Newcastle, UK earlier in the year.
Search, Serendipity and the Researcher ExperienceLettie Conrad
When considering academic researchers’ information-seeking and retrieval needs, we often focus on search – optimizing for search, Google-like search for libraries, user preferences for one-box quick-search tools, and so on. But what about unplanned instances of discovery? Are new technologies, such as text mining and natural language processing, enabling new pathways that lead researchers to relevant material, perhaps even leading to surprising new connections across disciplines? Conversely, with the prevalence of satisficing, does serendipity even play a role when searching for information about a scholarly topic?_x000D_
Through a study of undergraduate students and their faculty members, as well as a survey of publisher and website offerings, this talk will summarize common user pathways and how today’s students and faculty use content recommendation tools with recommendations for how libraries and the scholarly communications community might respond.
Search, Serendipity & the Researcher ExperienceSAGE Publishing
When considering researchers’ information-seeking needs, we often focus on search, such as optimizations for Google-type library search. But what about unplanned instances of discovery?
Through a study of undergraduate students and faculty, this presentation summarizes common researcher experiences with methods of serendipitous discovery within the scholarly community.
Serach, Serendipity & the Researcher ExperienceNASIG
Presenter: Lettie Conrad, Executive Program Manager, Discovery & Product Analysis, SAGE Publishing
When considering academic researchers’ information-seeking and retrieval needs, we often focus on search – optimizing for search, Google-like search for libraries, user preferences for one-box quick-search tools, and so on. But what about unplanned instances of discovery? Are new technologies, such as text mining and natural language processing, enabling new pathways that lead researchers to relevant material, perhaps even leading to surprising new connections across disciplines? Conversely, with the prevalence of satisficing, does serendipity even play a role when searching for information about a scholarly topic?_x000D_
Through a study of undergraduate students and their faculty members, as well as a survey of publisher and website offerings, this talk will summarize common user pathways and how today’s students and faculty use content recommendation tools with recommendations for how libraries and the scholarly communications community might respond.
Socialsciencespace.com a space to explore, share and shape the big issues in...ALISS
Mithu Lucraft (SAGE) spoke about a new online social network that aims to bring social scientists together with the broader community engaged in or engaging with social science research
Teaching Educational Research Methods: Making it Real & Relevant for StudentsSAGE Publishing
In this webinar, Dr. Craig A. Mertler talks about the challenges of teaching research methods as well as strategies for making the course relevant for students. Dr. Mertler discusses:
• the importance of the course and how to approach the topic with students
• instructor challenges around teaching the course to a variety of students with different backgrounds and levels of experience
• strategies for putting material in context, teaching difficult parts of the research process, and using applied projects inside and outside the classroom
This is the presentation I made at the first Tejeshwar Singh Trust's conference on the future of Social Science publishing. It is my vision of the future and not necessarily the only truth. I talked around the slides and am sorry I don't have a recording of it.
Researching Researchers: Developing Evidence-Based Strategy for Improved Disc...SAGE Publishing
Leading libraries, publishers, and vendors regularly study the practices and needs of academics and students, in order to serve them better. This presentation addresses today’s search behaviors, emerging discovery forms, and access challenges, reviewing strategies for improving discovery and access that result from this research.
5 Tips for Teaching Introduction to Mass Communication: Engaging Students Liv...SAGE Publishing
What are the challenges of teaching mass communication and keeping students engaged?
In this presentation, SAGE Publishing author Ralph E. Hanson discusses:
-class activities that help reach students from a variety of backgrounds and varying levels of media literacy
-adapting the wide range of social media tools for use in the classroom
presenting yourself on social media
-best practices for interacting with students online
using social media as a tool for communication and applying it to current events
5 ways to take your entrepreunership teaching to the next levelSAGE Publishing
Heidi M. Neck from the world-renowned Babson Entrepreneurship program give lively discussion on how to enhance your entrepreneurship courses. A SAGE author, Heidi talks about different ways to bring your entrepreneurship teaching to the next level with five simple, yet powerful tips.
Presentation for the interactive deep dive into Ash Maurya's Lean Canvas at Lean UX London in 20 May 2016. Covers its advantages over the Business Model Canvas, walks through each of the segment on the canvas and provides context on how the canvas is used within the lean product discovery process.
New perspectives on building capacity for global connections and collaborationsJulie Lindsay
Since the 1990’s educators have leveraged the power of the Internet to forge online global collaborative learning. More recently global competency and intercultural understanding in conjunction with cross-border collaboration and digital fluency have emerged as ‘future ready’ key capabilities. However, learning environments struggle to embed authentic real world learning and build capacity for global connection and collaboration. Julie shares new perspectives on developing a Global Collaborator Mindset and implementing Online Global Collaborative Learning (OGCL) as a pedagogical approach.
Similar to Publishing Innovations in the Age of Big Data (20)
Data Visualisation - A Game of Decisions with Andy KirkSAGE Publishing
These are the slides from Andy Kirk's webinar 'Data Visualisation - A Game of Decisions'. In the webinar Andy argues that the essence of effective data visualisation design is good decision-making. It is about knowing your options and understanding how to make your choices. By deconstructing the decisions demonstrated through case study examples, Andy illustrates the many little elements that make up the design anatomy of any data visualisation work. The aim of this session is to try demystify the challenges of developing capabilities in this area. Watch the webinar: https://www.youtube.com/watch?v=GVkXbQOzKNs&feature=youtu.be
Advancing Methodologies: A Conversation with John CreswelSAGE Publishing
In this presentation, best-selling author and professor John W. Creswell addresses the future of research design, qualitative research, and mixed methods research.
With big data research all the rage, how are librarians being asked to engage with data? As big data research takes off across Business, Science, and the Humanities, librarians need to understand big data and the issues around its storage and curation. How can it be made accessible? What tools and resources are required to use and analyze big data? In this webinar, panelists Caroline Muglia and Jill Parchuck share how big data is being used on their campuses and how they, as librarians, are supporting the sourcing and storage of this data.
Social Science in the Age of Trump: What We'd Like to See SAGE Publishing
This webinar, hosted by Wendy A. Naus, director of the Consortium of Social Science Associations (COSSA) discussed what a new president and Congress means for US government funding for social science and what researchers, students, teachers, and the public can do to support the social sciences.
SAGE's Quantitative Applications in the Social Sciences (QASS) Series has served countless students, instructors, and researchers in learning cutting-edge quantitative techniques. This collection of 175 brief volumes, the first of which published in 1976, address advanced quantitative topics including Regression, Models, Data Analysis, Structural Equation Modeling, Experimental Design, Factor Analysis, Measurement, ANOVA, Survey Data, and more. A hallmark of the Series has always been its affordability – each book is $22.
We are thrilled to celebrate the 40th anniversary of the first publication in this innovative series, known to many as the “Little Green Books.” We invite you to browse some facts from the books and series as a whole
Teaching Statistics to People Who (Think They) Hate Statistics: Tips for Over...SAGE Publishing
In this presentation, bestselling author Neil J. Salkind discusses strategies that you can implement to reduce statistics anxiety in your students. Using his 30+ years of teaching experience, Neil covers some of the topics that students struggle with most, including correlation, understanding hypotheses, and significance (including z-scores and t-tests).
Librarians use surveys to measure user behavior, gather information on the resources patrons are looking for, and for feedback on library services.
In this presentation, survey research expert Lesley Andres, Professor, Department of Education, University of British Columbia, outlines her top tips for creating and deploying effective surveys. View the slides to see her best practices for phrasing questions, offering answer choices, and minimizing bias.
Battling bannings: Authors discuss intellectual freedom and the freedom to readSAGE Publishing
What’s it like to be the author of a banned or challenged book? How do authors respond in these situations and how can librarians support them and the freedom to read? In honor of Banned Books Week, three authors address these questions and more during a free webinar. Moderated by Vicky Baker, Deputy Editor of Index on Censorship magazine, and presented in partnership by SAGE Publishing and the American Library Association’s Office for Intellectual Freedom, the webinar includes perspectives from:
Jessica Herthel, a graduate of Harvard Law School and a co-author of I Am Jazz, a children’s picture book about a transgender girl
Christine Baldacchino, a former early childhood educator, and the author of the widely-acclaimed book Morris Micklewhite and the Tangerine Dress
Wendy Doniger, Mircea Eliade Distinguished Service Professor of the History of Religions at the University of Chicago, and author of The Hindus: An Alternative History; and On Hinduism, which portrays the history of Hinduism outside of mainstream perspectives
Entrants were asked to submit a photo that demonstrated how their libraries were staying ahead of the curve and finding new ways to be more innovative and involved in their communities. These are the top six photos submitted!
From Publication to the Public Expanding your research beyond academiaSAGE Publishing
What are the benefits – expected and unexpected — of translating your research for the general public?
• How do you pitch your research story to the media?
• When writing for the media or the public, how do you frame the topic to be explored so it is relevant outside of the research community?
Hear Maria Balinska, Editor of The Conversation US, previously of BBC London, and a 2010 Nieman Fellow at Harvard (need we say more?) address these questions in this one-hour webinar. She also presents some success stories from other researchers as well as one place to start for you and your colleagues – The Conversation US, an independent, non-profit media organization that publishes news analysis and commentary written by academics and edited by journalists aimed at the general public. (In other words, a team of professional editors who work with scholars like yourselves to apply their expertise to topical issues and to unlock their cutting edge research, all at no cost to you.)
Libraries and Local Businesses: Best practices for supporting your entreprene...SAGE Publishing
Many public libraries across the US have become invaluable resources to growing small businesses and hopeful entrepreneurs in local communities. In this one-hour webinar, Nicolette Warisse Sosulski, business librarian for the Portage (Mich.) District Library and recipient of the 2011 Gale Cengage Learning Award for Excellence in Business Librarianship, shares her expertise as an active supporter of local business growth. For example:
• What standing resources and events does she provide at her library and how were they put together?
• What has she and others at Portage Library done to market these resources to the community?
• How does she manage expectations for those who walk in and look to the library for all of their answers?
• What else has she learned from her experiences supporting small businesses?
The presentation was followed by a lively Q&A.
Washington, D.C. and Social and Behavioral Science: The Picture for 2016 SAGE Publishing
What does 2016 hold for federally funded research into the social and behavioral sciences? Will we see new attempts to politically filter what constitutes valuable science? How will legislative calls for transparency, relevancy and open access affect you?
Michael Todd, the editor of SAGE Publishing’s Social Science Space website, and Mark Vieth, senior vice president of the Washington lobbying firm CRD Associates, tackle these and other questions in a first of a series of webinars looking at federal support and use of social and behavioral science. Vieth, a longtime staffer in the House of Representatives, is the coordinator of a national Social and Behavioral Science coalition fighting to keep all science reviewed by scientists and funded properly.
This conversation takes place shortly after the release of the White House budget proposal, always the starting point for appropriations decisions in the U.S. Congress.
This webinar series is sponsored by Social Science Space and SAGE Publishing.
Finding Common Ground: Bringing Methods and Analysis into ContextSAGE Publishing
In this exciting presentation, award-winning instructor, advisor and author Dr. Gregory J. Privitera discusses the benefits of addressing the common ground in methods and statistics in your course. Watching this webinar, viewers will learn how identifying the overlap in the language of methodology and the language of statistics can deepen students’ understanding of the entire research process. Viewers will also enjoy Greg’s passion for facilitating quality instruction and seeing behavior as a science.
How to Protect the Freedom to Read in Your LibrarySAGE Publishing
What do you do when a patron or a parent finds a book in your library offensive and wants to take it off your shelves? How do you remain sensitive to the needs of all patrons while avoiding banning a title? How can you bring attention to the issue of book banning in an effective way? In this 1-hour webinar, Kate Lechtenberg, a teacher librarian, Kristin Pekoll, assistant director of ALA’s Office for Intellectual Freedom, and Scott DiMarco, a university librarian, share their personal experiences and tips for protecting and promoting the freedom to read. This webinar is moderated by Vicky Baker, deputy editor of the Index on Censorship magazine.
Does the idea of answering a data or statistics question make you break out in a cold sweat? Never fear! Listen to experienced data librarians Jen Darragh and Hailey Mooney discuss their vetted approach to answering whatever questions come your way in the webinar “Data for the Non-Data Librarian.” Learn about the difference between data and statistics, search strategies, and tips for finding local area data—a consistent data FAQ. They will share real questions from their desk to help you gain insight on how to leverage both free and paid resources.
Librarians and publishers are paying increasing attention to the information experiences of today’s emerging scholars – but what is the underlying value in understanding the researcher experience (or RX)? What have we learned about how readers discover the content we disseminate? What impacts do these lessons have on the resources and services we provide? What does user-centered decision making mean for how we enable discoverability of academic content?
Moderated by SAGE’s Lettie Conrad, this presentation features Rebecca Blakiston, User Experience Librarian at the University of Arizona Libraries, and Rachael Cohen, Discovery User Experience Librarian in the Discovery & Research Services department at the Indiana University-Bloomington Libraries – two librarians who have conducted RX studies and made improvements to their libraries based on their findings.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
1. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Publishing Innovations in
the Age of Big Data
Ziyad Marar
President, Global Publishing
SAGE
@ZiyadMarar
London Info International
December 5th 2017
2. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Clay Shirky
‘Publishing is going away.... That’s not a job
anymore. That’s a button.
There’s a button that says “publish,” and when you
press it, it’s done.’
3. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
4. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
5. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
6. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
7. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
8. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
‘You are entitled to your
opinion, but you are not
entitled to your own facts’
Daniel Patrick Moynihan
9. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
10. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
11. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
‘The future is already
here. It’s just not very
evenly distributed’
William Gibson
12. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
13. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Nick Adams
14. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Nick Adams
15. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
16. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
17. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Brain Blueprint Basket
18. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
21. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
22. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Lean Value Tree Framework
23. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Four problem areas
COLLABORATION TOOLS & SOFTWARESKILLS DATA
1 2 3 4
MISSION
Improve social science through tools and
skills for working with big data
GOALS
BETA
LEVEL
PRODUCT
IDEAS
24. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
SAGE Campus: A new online course platform
Mar 2017 – Concept
July 2017 – Marketing Launch
Aug 2017 – Payments Open
Sept 2017 – Courses started
URL: https://campus.sagepub.com
25. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Introduction to
Python for Social
Scientists
Interactive Data
Visualization with R
for Social Scientists
Introduction to
Applied Data
Science Methods for
Social Scientists
Fundamentals of
Quant Text Analysis
for Social Scientists
Practical Data
Management in R
for Social Scientists
Partner: Royal
Statistical Society
Partner: Royal
Statistical Society
Partner: University of
Berkeley D-Lab
Partner: Essex
Univeristy Summer
School
Partner: Matt Denny
& Six Red Marbles
Courses launched
26. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Tim O’Reilly
27. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
28. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
The First Social Science FOO CAMP
• Hosted by facebook on their
campus
• 200 — 250 technologists and social
scientists for debate and inspiration
• Follows an “unconference” format
29. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
2018 Investments in Tools
• Software tools
• Start ups
• By social scientists for social science
Concept Grants
Joint Ventures
Investments
30. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
3 MODELS FOR INVESTMENT
Concept Grants
Joint Ventures
Investments
Offering a one-off grant to a social researcher who wants to take an idea
from concept to a prototype, or even a product.
SAGE would offer up to 4 grants of up to £25K / $30K in 2018.
This would get us involved with developers on Day 1 with products that
we may one day sell, as well as being a great PR opportunity as we
establish ourselves as guardians in this emerging area of computational
social research.
Identifying tools where use is limited and that we can use our brand,
product development expertise and sales & marketing heft to scale and
sell.
Straight equity or revenue share, tied into a sales, marketing &
distribution arrangement for SAGE
31. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
flourish
32. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
33. Los Angeles | London | New Delhi | Singapore | Washington DC | Melbourne
Ziyad Marar
President, Global Publishing
SAGE
@ZiyadMarar
London Info International
December 5th 2017