Posts Tagged ‘AI’

disruptive technologies higher ed

The top 5 disruptive technologies in higher ed

By Leigh M. and Thomas Goldrick June 5th, 2017
The Internet of Things (IoT), augmented reality, and advancements in online learning have changed the way universities reach prospective students, engage with their current student body, and provide them the resources they need.
Online Learning
Despite online learning’s successes, many still believe that it lacks the interaction of its in-person counterpart. However, innovations in pedagogical strategy and technology are helping make it much more engaging.

Competency-based Education

Competency-based education (CBE) recognizes that all students enter a program with different skills and proficiencies and that each moves at a different rate. We now possess the technology to better measure these differences and design adaptive learning programs accordingly. These programs aim to increase student engagement, as time is spent expanding on what the students already know rather than having them relearn familiar material.

The Internet of Things

The Internet of Things has opened up a whole new world of possibilities in higher education. The increased connectivity between devices and “everyday things” means better data tracking and analytics, and improved communication between student, professor, and institution, often without ever saying a word. IoT is making it easier for students to learn when, how, and where they want, while providing professors support to create a more flexible and connected learning environment.

Virtual/Augmented Reality

Virtual and augmented reality technologies have begun to take Higher Ed into the realm of what used to be considered science fiction.

More often than not, they require significant planning and investment into the infrastructure needed to support them.

Artificial Intelligence

an A.I. professor’s assistant or an online learning platform that adapts to each student’s specific needs. Having artificial intelligence that learns and improves as it aids in the learning process could have a far-reaching effect on higher education both online and in-person.

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more on disruptive technologies in this IMS blog
https://blog.stcloudstate.edu/ims?s=disruptive+technologies

AI

The Deep Mind of Dennis Hassabis

In the race to recruit the best AI talent, Google scored a coup by getting the team led by a former video game guru and chess prodigy

https://medium.com/backchannel/the-deep-mind-of-demis-hassabis-156112890d8a

the only path to developing really powerful AI would be to use this unstructured information. It’s also called unsupervised learning— you just give it data and it learns by itself what to do with it, what the structure is, what the insights are.

One of the people you work with at Google is Geoff Hinton, a pioneer of neural networks. Has his work been crucial to yours?

Sure. He had this big paper in 2006 that rejuvenated this whole area. And he introduced this idea of deep neural networks—Deep Learning. The other big thing that we have here is reinforcement learning, which we think is equally important. A lot of what Deep Mind has done so far is combining those two promising areas of research together in a really fundamental way. And that’s resulted in the Atari game player, which really is the first demonstration of an agent that goes from pixels to action, as we call it.

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