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Bo Adams

The Future of Big Data and Analytics in K-12 Education - Education Week - 0 views

  • data scientists would then search the waters for patterns in each student's engagement level, moods, use of classroom resources, social habits, language and vocabulary use, attention span, academic performance, and more.
  • would be fed to teachers, parents, and students via AltSchool's digital learning platform and mobile app, which are currently being tested
  • AltSchool's 50-plus engineers, data scientists, and developers are designing tools that could be available to other schools by the 2018-19 school year.
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  • AltSchool is almost certain to provoke a backlash from parents and privacy advocates who see in its plans the potential for an Orwellian surveillance nightmare, as well as potentially unethical experimentation on children.
  • The term "big data" is generally used to describe data sets so large they must be analyzed by computers. Usually, the purpose is to find patterns and connections relating to human behavior and how complex systems function.
  • Analytics generally refers to the process of collecting such data, conducting those analyses, generating corresponding insights, and using that new information to make (what proponents hope will be) smarter decisions.
  • replacing the top-down, slow-moving bureaucratic structures that currently shape public education with a "networked model" in which students, teachers, and schools are connected directly by information and thus capable of learning and adapting more quickly.
  • 'Montessori 2.0': a kind of supercharged version of the progressive, project-based learning often found in elite private schools and privileged enclaves within traditional school systems.
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    Eventually, Ventilla envisions AltSchool technology facilitating an exponential increase in the amount of information collected on students in school, all in service of expanding the hands-on, project-based model of learning in place at the six private school campuses the company currently operates in Silicon Valley and New York City.
T.J. Edwards

Impatient With Colleges, Employers Design Their Own Courses | WIRED - 0 views

  • That’s the fastest the university has ever introduced a new degree program, a feat it achieved by adopting off-the-shelf course materials already developed by Microsoft that the company is distributing to help turn out more employees with data and computer-science skills.
  • The courses employers have been helping to create don’t just teach skills students need to work for Microsoft, Amazon or Google, like the highly specialized training classes that are longtime industry standards
  • Instead, the companies are working with edX and others to provide what they say are the educations that all of their employees require in common, including such abilities as critical thinking and collaboration.
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  • And companies including Accenture, Boeing and Microsoft have created the Internet of Learning Consortium to speed up the production of job-ready workers by using the internet to teach them what they need to know.
  • “We talk about the days long gone when companies trained employees from the ground up and now we’re talking about companies training employees again. These organizations are saying [to the universities], ‘We need people with X, Y and Z skills and you’re not providing that.’ ”
  • While 96 percent of chief academic officers at higher-education institutions say they’re effectively preparing students for work, only 11 percent of business leaders strongly agree
  • Faculty could react more nimbly to industry demands if their universities hired more of them and gave them the resources they need to update courses or offer them online
    • T.J. Edwards
       
      Hired more industry people? Career changers?
  • In addition to long waits for programs to be approved by faculty and accrediting agencies, for example, many schools can’t find enough people qualified to teach computer science. The increase in the number of tenure-track faculty in that and similar fields has been one-tenth as much as the increase in the number of students crowding into classes, the Computing Research Association reports.
  • The Kelley School of Business at Indiana University, for example, is in the market for five or six new faculty hires per year in data, business analytics and other fast-growing disciplines, said Ash Soni, executive associate dean of academic programs. It usually manages to fill just two or three of those positions, Soni said.
  • “The pace of change and product cycles and skills demands in the economy are moving more quickly than traditional university processes and program development can keep up,” said Northeastern’s Gallagher.That needs to change, for universities’ own self-preservation, said Gordon, of Eastern Washington
  • “We’ve got to be at the leading edge of today and tomorrow,” he said, “rather than the day before.”
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