Data Science and Computational Thinking [inc Big Data and Internet of Things]
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Data Science and Computational Thinking [inc Big Data and Internet of Things]
Data and computational skills and knowledge are rapidly becoming the soft skills of the 21st century - The Age of Algorithms.
Curated by Kim Flintoff
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April 11, 2016 11:46 PM
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Practice 5 - Using Mathematics and Computational Thinking

Science and Engineering Practice 5: Using Mathematics and Computational Thinking Paul Andersen explains how mathematics and computational thinking can be used by scientists to represent ...
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April 11, 2016 11:46 PM
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Big Data Helps Scientists Dig Deeper : Feature Articles

Big Data Helps Scientists Dig Deeper : Feature Articles | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
Empowered by free access to the Landsat data archive, earth scientists are using new computing tools to ask questions that were impossible to answer a decade ago.

Via Fernando Gil, Kim Flintoff
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:46 PM
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Edu On Air - Computational Thinking in the Physics Classroom

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April 11, 2016 11:45 PM
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EDC on Computational Thinking | Education Development Center, Inc.

Even young kids are learning to code, and some of the toys and games available today are helping them develop computational thinking. But what is computational thinking? Forbes asked, and EDC's Wendy Martin and ...
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:41 PM
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Equal Future » A Plea for Schools to Teach “Computational Thinking”

Equal Future » A Plea for Schools to Teach “Computational Thinking” | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
Tasneem Raja, writing in Mother Jones, explores one possible answer: teaching “computational thinking.” By learning how to think in a structured, procedural way (not unlike a software algorithm), Raja argues that students ...
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:41 PM
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Finance and technology veterans gamify data science, build Treasure Hunt Analyttica

Finance and technology veterans gamify data science, build Treasure Hunt Analyttica | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it

It is a data-driven world. Big data and Analytics are the catch words of any business, they help enhance decisions and help organisations make informed choices. Over the years apart from capturing data and the needed statistics, it has also become imperative to use this data in the right way. While there are several different tools and solutions that help explore and analyse data so they can be used efficiently; there isn’t any single holistic way to examine and explore this data.

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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:40 PM
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Dataverse.org

Dataverse.org | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
About the Project

The Dataverse is an open source web application to share, preserve, cite, explore and analyze research data. It facilitates making data available to others, and allows you to replicate others work. Researchers, data authors, publishers, data distributors, and affiliated institutions all receive appropriate credit.

A Dataverse repository hosts multiple dataverses. Each dataverse contains datatset or other dataverses, and each dataset contains descriptive metadata and data files (including documentation and code that accompany the data).

History of the Project

The Dataverse software is being developed by the Data Science team at Harvard's Institute for Quantitative Social Science (IQSS). Coding of the Dataverse Network software began in 2006 under the leadership of Mercè Crosas and Gary King. We benefited considerably from our experience with our earlier Virtual Data Center (VDC) project, which spanned 1999-2006 and was organized by Micah Altman, Gary King, and Sidney Verba as a collaboration between the Harvard-MIT Data Center (now part of IQSS) and the Harvard University Library. Precursors to the VDC date to 1987, comprising such entities as a stand-alone software guide to local data, preweb software, and tools to transfer cataloging information by FTP to other sites across campus automatically at designated times.

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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:40 PM
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Frontiers of Computational Thinking: A SXSW Report—Stephen Wolfram Blog

Frontiers of Computational Thinking: A SXSW Report—Stephen Wolfram Blog | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
Transcript of Stephen Wolfram's talk at SXSW 2015 on the present and future of computing: Wolfram Language, image recognition, language-design philosophy, tweetable programs, computational thinking for kids, natural language as input, symbolic...
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:39 PM
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Internet of Anything: It's Time for Everyone to be Able to Hack Robots - Wired

Internet of Anything: It's Time for Everyone to be Able to Hack Robots - Wired | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
The guy behind Apple's Hypercard is creating ways for average people to easily program their own robots and other gadgets.
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:39 PM
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Big Data & Society - Early Career Researcher Forum

Big Data & Society - Early Career Researcher Forum | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it

As part of its effort to expand beyond traditional types of academic publication, Big Data & Society has introduced an Early Career Researcher Forum targeted to scholars finishing or having recently completed advanced graduate degrees. More specifically the ECR forum seeks work by researchers reflecting about some of the challenges of their work (related to Big Data topics) in about 1000 to 2000 words with a range of illustrations, figures, etc. as well as a brief bio (100 words). The goal is to encourage reflexive submissions that explore what it means to be a researcher studying issues concerning big data and society.

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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:38 PM
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For big data researchers, network and compute capabilities are lynchpin to ... - Phys.Org

For big data researchers, network and compute capabilities are lynchpin to ... - Phys.Org | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
For many researchers in the life sciences, Big Data is not just a buzz word—it's the daily reality for carrying out their work in areas like genomics, which is expected to equal if not surpass the data output of the particle physics community.
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:38 PM
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Open Science Data Cloud (OSDC) Demo 2014 - YouTube

Recording of a Webconference Demo of the Open Science Data Cloud (OSDC) led by Allison Heath (Laboratory for Advanced Computing, University of Chicago) and Walt Wells (Open Cloud Consortium).
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:37 PM
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Go Digi: A National Digital Literacy Project - Realise your online potential | Go Digi

Go Digi: A National Digital Literacy Project - Realise your online potential | Go Digi | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
  We’re living in a digital age but many Australians are being left behind and lack the skills to take advantage of the education, health and social benefits of being connected. 1 in 5 Australian adults are not online* - that's almost 4 million people.  
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:46 PM
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Jeannette M. Wing - Computational Thinking and Thinking About Computing

Computational thinking will be a fundamental skill used by everyone in the world. To reading, writing, and arithmetic, lets add computational thinking to every childs analytical ability. Computatio...
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:46 PM
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Computational thinking: A digital age skill for everyone - YouTube

In a rapidly changing world, today's students will need a whole new set of skills to solve tomorrow's problems. Computational thinking gives them the ability...

Via Andrea Zeitz, Kim Flintoff
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:46 PM
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Internet of Things - Pew Internet & American Life Project

Internet of Things - Pew Internet & American Life Project | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
The evolution of embedded devices and the Internet/Cloud of Things—As billions of devices, artifacts, and accessories are networked, will the Internet of Things have widespread and beneficial effects on the everyday lives of ...
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:42 PM
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Learning Computational Thinking | Oliver Quinlan

Learning Computational Thinking | Oliver Quinlan | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
Fundamental to Computer Science is 'computational thinking', but this term is slippery. It implies learning to think like a computer, but thinking is a human concept that computers are not actually capable of.
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:41 PM
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Morten Middelfart - Big Data Solutions for Tumor Sequencing - YouTube

Morten Middelfart, Chief Information Officer of Genomic Expression Inc. http://www.genomicexpression.com/ Hosted by the Biogerontology Research Foundation ht...
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:40 PM
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Review on teaching and learning of computational thinking through programming: What is next for K-12?

by Sze Yee Lye and Joyce Hwee Ling Koh

 

Abstract:

 

"Programming is more than just coding, for, it exposes students to computational thinking which involves problem-solving using computer science concepts like abstraction and decomposition. Even for non-computing majors, computational thinking is applicable and useful in their daily lives. The three dimensions of computational thinking are computational concepts, computational practices and computational perspectives. In recent years, the availability of free and user-friendly programming languages has fuelled the interest of researchers and educators to explore how computational thinking can be introduced in K-12 contexts. Through an analysis of 27 available intervention studies, this paper presents the current trends of empirical research in the development of computational thinking through programming and suggests possible research and instructional implications. From the review, we propose that more K-12 intervention studies centering on computational practices and computational perspectives could be conducted in the regular classroom. To better examine these two dimensions, students could be asked to verbalize their thought process using think aloud protocol while programming and their on-screen programming activity could be captured and analyzed. Predetermined categories based on both past and recent programming studies could be used to guide the analysis of the qualitative data. As for the instructional implication, it is proposed that a constructionism-based problem-solving learning environment, with information processing, scaffolding and reflection activities, could be designed to foster computational practices and computational perspectives."


Via Jim Lerman, Kim Flintoff
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:40 PM
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Facebook big data analytics needs a privacy-savvy approach

Facebook big data analytics needs a privacy-savvy approach | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
Social network human data is big business, but only if the right methods are used, says DataSift chief


Data from many social media platforms and networks is categorised as public, but information extracted from Facebook's users is not. Using this information has the potential risk of being seen as a breach of privacy, unless it is handled correctly.

Kim Flintoff's curator insight, April 12, 2015 8:52 PM

Similar considrations arise when thinking about Learning Analytics.  What if you could match your student's school-based data with a range of publicly available data?  What if the story you could extract from that data were a reliable predictor of success and failure?

What solutions arise for ethical data management?  Is making a student only dashboard a suitable approach? What about providing the rich analysis to students but only "flags" for institutional staff? 

Does deferring the responsibility of disclosure to the student adequately mitigate the situation?

Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:39 PM
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What is the Internet of Things? - Visual Capitalist

What is the Internet of Things? - Visual Capitalist | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
What is the “Internet of Things?”   According to some estimates, by next year, there will be twice as many devices connected to the Internet than there are people in the world! By the end of the decade, that number may hit 50 billion and The Internet of Things (IoT) market is estimated to be valued at $7.1 trillion.


The following major companies are shaping the IoT space and are worth looking at for exposure to this important trend.

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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:39 PM
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Internet of Things (IoT) and its impact on data science!

Internet of Things (IoT) and its impact on data science! | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
Internet of Things (IoT) refers to a network of interconnected machines and devices. This article discusses IoT, how cycle of IoT works & its impact on data science.
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:38 PM
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Data Science Central

Data Science Central | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
Data Science Central is the industry's online resource for big data practitioners. From Analytics to Data Integration to Visualization, Data Science Central provides a community experience that includes a robust editorial platform, social interaction, forum-based technical support, the latest in technology, tools and trends and industry job opportunities.
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Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:38 PM
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Why Data is the Next Frontier for Innovation | NJIT Online

Why Data is the Next Frontier for Innovation | NJIT Online | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it
To learn more about the power of big data, take a look below at the infographic created by the New Jersey Institute of Technology.

Via Luca Naso, Kim Flintoff
Luca Naso's curator insight, April 13, 2015 11:13 AM

Lots of information about Big Data from New Jersey Institute of Technology.

 

The upper half of the infographics introduces Big Data with the usual buzz words. The remaining has a lot of interesting statistics.


My 6 takeaways from the infographics:

1. $300 billion, what US could save in Healthcare

2. +60% in operating margin (retail)

3. 73% of companies have already increased revenues thanks to big data

4. 56% of IT decision makers believe that finding the right staff is the biggest challenge

5. "Query and reporting" is the Top 1 capability currently available

6. "Transactions" and "Log Data" are the most common source of data currently collected and analysed (88% and 73% respectively).

FLYONIT's curator insight, May 30, 2015 1:44 AM

Big data and mobile platform, will do wonders for consumers!

Rescooped by Kim Flintoff from Big Data, Computation and Internet of Things
April 11, 2016 11:38 PM
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Shodan | IoT Search Engine

Shodan | IoT Search Engine | Data Science and Computational Thinking [inc Big Data and Internet of Things] | Scoop.it

Search the Internet for devices with Shodan and use the web interface to quickly generate beautiful reports.

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