new business models

“Under the Hood: Learning Design Behind Georgia Tech’s Degrees at Scale” + “Learning How to Learn: Anatomy of a good MOOC”

On 09/12/2017, in adjunct faculty, business side of he, career development, colleges, community colleges, content development, aggregation, repositories, cost of getting a degree, Daniel S. Christian, digital audio, digital learning, digital video, education technology, elearning, faculty/staff, higher education, ideas, innovation, instructional design, learning, learning ecosystem, Learning from the Living [Class] Room, MOOCs -- Massive Open Online Courses, multimedia, new business models, online learning, platforms, strategy, student-related, teaching & learning, teaching online, United States, universities, using teams, by Daniel Christian

Under the Hood: Learning Design Behind Georgia Tech’s Degrees at Scale — from evolllution.com by Shabana Figueroa and Yakut Gazi

Excerpt:

Rolling out the MM program in May and the degree program in August meant design coordination and creation of eight new online courses in less than a year. We needed a new approach that employed strategies for efficiency and effectiveness.

The Learning Design Team
GTPE’s learning design team partners with faculty members to develop their online courses from start to end, providing the heavy lifting for course production. A director of learning design oversees both the instructional design and production aspects of the course production across the entire program. This cross-functional team approach eliminates the silos created by independent instructional design and studio production teams, which in turn, minimizes hand-off points, decreases friction among teams, allows for long-term thinking that leads to smarter course design and development decisions, provides fluidity of talent and roles within the team, and fuels productivity.

…

…the paradigm shift to a learner-focused, team-based approach to course production and delivery, and collaboration of campus partners and groups…

From DSC:
Note the use of a team-based approach here. I think that the team-based approach will be the most beneficial to the world at large. Those teams will be able to deliver a high-quality learning experience, with high production values and carefully planned/crafted instructional designs.

Also see:

Learning How to Learn: Anatomy of a good MOOC — from linkedin.com by Bill Ferster

Excerpts:

Barbara Oakley’s MOOC, Learning How to Learn [2] is the exception to this trend. It is well-produced, informative, and fully embraces the new medium. With over 2 million registered students and completion rates of over 20% [3], (the average MOOC completion rate is 5%), Learning How to Learn is clearly resonating with its audience.

The question is why is it so popular? Intrigued, I enrolled the short MOOC to understand why it was so popular, and what lessons it might have for other MOOC authors to make their offerings more effective their “filmed plays.”

…

Oakley has clearly bucked the overall MOOC trend and has made good use of the inexpensive technologies with well-lit scenes that are clearly edited and make use of the green screen overlay technologies found in her Adobe Premiere video editor. She used a large teleprompter to ensure a fluid delivery of her message and high-quality audio.

…

Learning to Learn is effective because Oakley put a significant amount of effort making it effective. Good content, coupled with high production values, and sound pedagogy take time to produce and clearly pays off in the final product.

Future Forward: The Next Twenty Years of Higher Education [Blackboard, w/ a variety of contributors]

On 09/08/2017, in 21st century, active learning, adjunct faculty, adult learning, Artificial Intelligence/Agents/LLMs/and Related, Augmented Reality (AR), change, changing business models, CMS/LMS, colleges, community colleges, content development, aggregation, repositories, cost of getting a degree, digital learning, distance education, education, education technology, educational games / serious games, elearning, emerging technologies, face-to-face, faculty/staff, future, future of higher education, game-changing environment, heutagogy, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, leadership, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning theories, lifelong learning, microlearning, more voice more choice more control, new business models, online learning, pace of change, pedagogy, personalized/customized learning, platforms, student-related, teaching & learning, technology (general), tools, universities, user experience (UX), vendors, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, web-based collaboration, by Daniel Christian

Future Forward: The Next Twenty Years of Higher Education — from Blackboard with a variety of contributors

Excerpts:

As you read their reflections you’ll find several themes emerge over and over:

Our current system is unsustainable and ill-suited for a globally connected world that is constantly changing.
Colleges and universities will have to change their current business model to continue to thrive, boost revenue and drive enrollment.
The “sage on the stage” and the “doc in the box” aren’t sustainable; new technologies will allow faculty to shift their focus on the application of learning rather than the acquisition of knowledge.
Data and the ability to transform that data into action will be the new lifeblood of the institution.
Finally, the heart and soul of any institution are its people. Adopting new technologies is only a small piece of the puzzle; institutions must also work with faculty and staff to change institutional culture.

Some quotes are listed below.

“What’s more, next-generation digital learning environments must bridge the divide between the faculty-directed instructivist model our colleges and universities have always favored and the learner-centric constructivist paradigm their students have come to expect and the economy now demands.”

…

It will be at least 10 years before systems such as this become the standard rather than the exception. Yet to achieve this timeline, we will have to begin fostering a very different campus culture that embraces technology for its experiential value rather than its transactional expediency, while viewing education as a lifelong pursuit rather than a degree-driven activity.

Susan Aldridge

Q: What are the biggest challenges facing higher education right now?

A: I think it is a difficult time for decisionmakers to know how to move boldly forward. It’s almost funny, nobody’s doing five-year strategic plans anymore. We used to do ten-year plans, but now it’s “What’s our guiding set of principles and then let’s sort of generally go towards that.” I think it’s really hard to move an entire institution, to know how to keep it sustainable and serving your core student population. Trying to figure out how to keep moving forward is not as simple as it used to be when you hired faculty and they showed up in the classroom. It’s time for a whole new leadership model. I’m not sure what that is, but we have to start reimagining our organizations and our institutions and even our leadership.

Marie Cini

One of the things that is frustrating to me is the argument that online learning is just another modality. Online learning is much more than that. It’s arguably the most transformative development since the G.I. Bill and, before that, the establishment of land-grant universities.
…
I don’t think we should underestimate the profound impact online education has had and will continue to have on higher education. It’s not just another modality; it’s an entirely new industry.

Robert Hansen

From DSC:
And I would add (to Robert’s quote above) that not since the printing press was invented close to 500 years ago have we seen such an enormously powerful invention as the Internet. To bypass the Internet and the online-based learning opportunities that it can deliver is to move into a risky, potentially dangerous future. If your institution is doing that, your institution’s days could be numbered. As we move into the future — where numerous societies throughout the globe will be full of artificial intelligence, big data, robotics, algorithms, business’ digital transformations, and more — your institutions’ credibility could easily be at stake in a new, increasingly impactful way. Parents and students will want to know that there’s a solid ROI for them. They will want to know that a particular college or university has the foundational/core competencies and skills to prepare the learner for the future that the learner will encounter.

Q: What are the biggest challenges facing higher education right now?

A: I think the biggest challenge is the stubborn refusal of institutions to acknowledge that the 20th century university paradigm no longer works, or at least it doesn’t work anymore for the majority of our institutions. I’m not speaking on behalf of our members, but I think it’s fair to say that institutions are still almost entirely faculty-centered and not market-driven. Faculty, like so many university leaders today who come from faculty ranks, are so often ill-equipped to compete in the Wild West that we’re seeing today, and it’s not their fault. They’re trained to be biologists and historians and philosophers and musicians and English professors, and in the past there was very little need to be entrepreneurial. What’s required of university leadership now looks very much like what’s required in the fastpaced world of private industry.

…

If you are tuition dependent and you haven’t figured out how to serve the adult market yet, you’re in trouble.

Robert Hansen

It’s not just enough to put something online for autodidacts who already have the time, energy, and prior skills to be able to learn on their own. You really need to figure out how to embed all the supports that a student will need to be successful, and I don’t know if we’ve cracked that yet.

Amy Laitinen

The other company is Amazon. Their recent purchase of Whole Foods really surprised everybody. Now you have a massive digital retailer that has made billions staying in the online world going backwards into brick-and-mortar. I think if you look at what you can do on Amazon now, who’s to say in three years or five years, you won’t say, “You know what, I want to take this class. I want to purchase it through Amazon,” and it’s done through Amazon with their own LMS? Who’s to say they’re not already working on it?

Justin Louder

We are focused on four at Laureate. Probably in an increasing order of excitement to me are game-based learning (or gamification), adaptive learning, augmented and virtual reality, and cognitive tutoring.

Darrell Luzzo

I would wave my hand and have people lose their fear of change and recognize that you can innovate and do new things and still stay true to the core mission and values. My hope is that we harness our collective energy to help our students succeed and become fully engaged citizens.

Felice Nudelman

Reflections on “Report: Student loan debt reaches $1.4 trillion” [Bolkan]

On 08/29/2017, in 21st century, business side of he, change, changing business models, colleges, cost of getting a degree, dangers of the status quo, Daniel S. Christian, disruption, higher education, new business models, parents/guardians, student-related, traditional / tradition, trends, United States, universities, by Daniel Christian

Report: Student loan debt reaches $1.4 trillion — from campustechnology.com by Joshua Bolkan

Excerpt:

Student loan debt in the United States has grown 149 percent over the last decade to reach $1.4 trillion, according to a new report from Experian. Over the same period, the average student loan debt per person went up 62 percent.

Held by 13.4 percent of Americans, student loan debt is the fastest growing debt segment and the largest non-household debt. But, counter-intuitively, fewer people make late payments on this type of debt than on other loans. In fact, the percentage of late payments on student debt has decreased 10.1 percent since 2009.

Other key findings of the report include…

From DSC:
The thing that makes this soooo difficult is that faculty members, staff, and members of administrations often don’t see this crushing development. It’s invisible to many of them! The growing, heavy gorillas on the backs of our graduates aren’t seen on campus. Students graduate and move on. But the realities and implications of those debts can be felt for decades!

Several major events in our graduates lives are likely to be increasingly postponed, such as:

Starting a family
Purchasing a new home
Investing in — or saving for — their retirement

The current models and methods of higher education must change! Prices MUST come down. If the traditional institutions of higher education don’t change, don’t be surprised when the alternatives keep picking up steam and eventually — and majorly — disrupt higher education.

This is a social justice issue for me.

Reflections on “Coding bootcamp graduate for every 3.5 university grads” [Ravipati]

On 08/23/2017, in 21st century, accreditation, adult learning, business side of he, career development, colleges, communities of practice, community colleges, competency-based learning/education, computer science, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, credentialing, Daniel S. Christian, future of higher education, game-changing environment, higher education, human-computer interaction (HCI), ideas, innovation, learning ecosystem, liberal arts, lifelong learning, new business models, professional development, programming, traditional / tradition, United States, universities, workplace, youth, by Daniel Christian

From DSC:
According to the article below, bootcamps appear to be filling several (perceived and/or real) gaps. Quoting from the article:

Why are students enrolling in coding bootcamps? One reason may be the adaptability of these accelerated computer science programs, where students are taught web and mobile development skills that align with industry demands. Programs are offered in-person or online, providing students with flexible learning options. The payoff is decent too: At a typical coding bootcamp, Course Report estimates average tuition is $11,400 for about 14 weeks of instruction, from which the majority students complete on-time and find relevant jobs.

Cost.

Time.

Responsiveness to industry demands.

Greater flexibility.

These are some of the things for traditional institutions of higher education to grapple with, and I would argue the sooner, the better — before this trend finds its legs and gains even more traction/momentum.

For example, in your own mind/thinking…how long do you think it will take bootcamps to begin offering programs that help learners develop content for augmented reality (AR), virtual reality (VR), and mixed reality (MR) — as compared to programs coming out of institutions of traditional higher education?

Whatever your answers are in regards to the reasons for that time difference are likely the exact sort of things institutions need to be working on. For me, at least one of the answers has to do with our current accreditation systems. Other reasons come to my mind as well, but I don’t have time to go there right now.

Study: 1 Coding Bootcamp Graduate for Every 3.5 University Grads — from campustechnology.com by Sri Ravipati

Excerpt:

The five-year coding bootcamp industry estimated at $266 million is rapidly expanding, according to a new market study from Course Report.

The study counted 94 full-time coding bootcamps across the United States and Canada (with programs in 74 U.S. cities). Compared to 2012, there will be 10 times as many graduates this year — or roughly one coding bootcamp graduate for every 3.5 graduates from a traditional university or college. Course Report estimates that 22,814 developers will graduate from coding bootcamps this year — an increase from 15,048 graduates last year.

Purdue U to train 10,000 IT workers for Infosys [Ravipati]

On 08/22/2017, in career development, higher education, India, new business models, training / L&D, United States, universities, vendors, workplace, by Daniel Christian

Purdue U to train 10,000 IT workers for Infosys — from campustechnology.com by Sri Ravipati

Excerpt:

Purdue University on Thursday signed a five-year agreement with Infosys, an IT outsourcing firm based in India, to provide classes and training to approximately 10,000 American employees.

“The partnership will combine Infosys’ aspiration to grow and train its workforce in the United States with Purdue’s desire to increase educational and real-world opportunities for its students within the rapidly evolving technology industry,” according to a university statement. Notably, out of the 10,000 employees that Infosys plans to hire, approximately 2,000 will be based in Indiana, where the company is opening its first tech and innovation hub in the U.S.

Nonprofit bootcamps want to make coding accessible to low-income learners [Johnson]

On 08/22/2017, in business, career development, changing business models, computer science, corporate / business world, ideas, new business models, programming, society, by Daniel Christian

Nonprofit bootcamps want to make coding accessible to low-income learners — from edsurge.com by Sydney Johnson

Excerpt:

She’s designing the program for folks who wouldn’t typically make it in the coding school she graduated from. “We only find our students through [coding] workshops we put on with other community organizations,” she says. “I didn’t want to do an open application because I feel like it would be the same people who already have connections and privilege.”

The program, which launched earlier this year, doesn’t require any background in tech from its applicants. It’s longer than most for-profit coding programs—six months, rather than the three or four common in the industry. Also unlike most bootcamp providers, Glauser is creating a business model where companies sponsor a student (to the tune of around $15,000), which covers both instructor costs and living stipends for students. Advocates also receive diversity training for their companies, and provide a mentor to the students in the program. Around the fifth month of the program, Glauser says the plan will be for mentors to get to know the students and recruit at least one for their company.

The Benefits of an Innovative Culture at Smaller Colleges — from evolllution.com with Shane Garrison | Vice President of Enrollment, Campbellsville University
Smaller institutions are under more pressure than ever to innovate or collapse—weathering the storm is simply no longer an option for most institutions. This requires leaders and staff across the institution to have a creative mindset, and be willing to experiment and evolve.

Excerpt:

There is the reality that if you don’t diversify, if you fail to be creative, if you fail to try new things, you’re on the verge of folding. In Kentucky, two faith-based colleges folded within a span of about three years, and I think that created an urgency to avoid that fate. We have to be willing to try, create and experiment to survive, and that means doing things that we’ve never done before.

…

Evo: How can an innovative and experiment-focused culture help smaller institutions overcome some of those obstacles?

SG: I think you have to be willing to experiment for short periods of time with strategies that do not fit inside the traditional bubble. For example, for us, our online presence has been fairly strong for about 12 years. However, we had to experiment with placing a good number of full four-year bachelor’s degree programs online, something our university had never done. We had associate programs, we had graduate programs but we had to add bachelor programs online. We did it for three or four years in the experimental phase and noticed these were actually strong and it was building a beautiful pathway between our associate two-year programs and the four-year programs and continuing into graduate programs.

We are experimenting now with an international recruiting partnership and giving it two to three years to see what happens. It has been very successful thus far. This model has created a culture where we can experiment.

4 items involving bootcamps

On 08/04/2017, in 21st century, business side of he, career development, change, changing business models, colleges, community colleges, higher education, ideas, innovation, new business models, programming, student-related, United States, universities, by Daniel Christian

The Future of Coding Bootcamps — from edsurge.com by Jeff Young

Excerpt:

EdSurge set out to answer some of those questions with a series of articles about the future of coding bootcamps. We’ll be adding to the series over the next few weeks, and let us know if you have particular questions you want us to pursue.

Coding Boot Camps Won’t Save Us All — from edsurge.com by Jeff Young

Excerpt:

That doesn’t mean the rest of the boot camps are doomed. In fact, there are at least 95 other coding boot camp companies in the U.S., and some say they are still growing. But it should bring a dose of realism to what had been a narrative of unending growth and the idea that somehow boot camps were a silver bullet for what ails higher education.

More bootcamps are quietly coming to a university near you — from edsurge.com by Sydney Johnson

Excerpt:

In the last two years, a surge of nonprofit, four-year institutions have hopped on the bootcamp bandwagon. These programs, often on skills such as software development or data analytics, have arrived in a number of ways—from universities partnering with local for-profit bootcamps, or colleges creating their own intensive training programs completely in-house.But while bootcamps are often associated with tech skills, it seems that traditional universities trying out the model are interested in more than just coding. An increasing number of traditional higher-ed institutions are now applying bootcamp trainings to other fields, such as healthcare, accounting and even civics and political science.

Online learning startup Codecademy launches paid Pro courses — from techcrunch.com by Ryan Lawler

Excerpt:

Codecademy has spent the last several years building a large community of learners with free lessons aimed at teaching its users the basics of how to code. But now it’s betting that many of them will be willing to pay for more intensive courses.

When Codecademy founder and CEO Zach Sims founded the company in 2011, he did so with the hope of allowing more people interested in programming to gain access to educational content they’d need to get started.

Major Coding Bootcamps Going Out of Business — from campustechnology.com by Sri Ravipati

Excerpt:

In a surprising turn of events, two major coding bootcamps, within the span of about a week, have announced they are shutting down all operations.

Most recently, after a four-year run, South Carolina-based The Iron Yard (TIY) revealed last Friday it would close its 15 campuses, including locations like Atlanta, Austin, Houston and Charleston where other coding bootcamps are flourishing.
…
Similarly, Dev Bootcamp (DBC) on July 12 announced via Facebook that it would shutdown operations at all six locations — Austin, Chicago, San Diego, San Francisco, Seattle and New York — by the end of the summer.

From DSC:
I can almost hear the snickering from a variety of people within higher education about this situation. If gloating had an audible sound associated with it, I’d likely have to go find some earplugs. But I have a message for those who are snickering and gloating right now — saying something along the lines of, “Ha! So much for these alternatives to traditional higher education! They’re nothing, and they’ll come to nothing!”

That may be so. Such relatively new alternatives to traditional institutions of higher education may come to nothing. But you know what? At least those organizations are trying to be much more responsive than many institutions of traditional higher education are being! They’ve recognized that there are unmet needs — gaps, if you will — arising from our current systems. Gaps in either the content that we’re providing and/or the manner in which we’re providing it. Gaps that thousands of students have signed up for in a relatively short time. Those gaps should be cause for action within traditional institutions of higher education. They should be cause for realizing that we aren’t responding nearly fast enough to today’s new pace of change.

The pace of change has changed. It is lightning fast these days. Don’t believe me? Go check out some of the descriptions for the hot jobs out there these days. Seriously. Go do it. Go find out which skills you need to get your foot in the door to acquire those types of positions. It’ll blow your mind!

And there are ramifications to this.

If our accreditation systems need to change, than so be it. Let’s identify those necessary changes and make ’em happen!

Because:

WE have some serious responsibility for the educations that we are providing to this next generation!!!
WE need to prepare them for what they’ll need to be marketable in the future — so that they can put bread and butter on their tables throughout their careers.
WE need to act!
WE need to be responsive!

This is not a time for gloating. Rather, this is a time for some serious action.

Addendums on 8/2/17 and 8/3/17:

Jobs Report: 97 Percent of Flatiron School Graduates Land Jobs — from by Sri Ravipati

Excerpt:

While two major coding bootcamps shut down earlier this week, another released its latest jobs report and says it had the strongest student outcomes to date.

The Flatiron School based in New York, NY has released an independently verified jobs report every year since 2014 — “pioneering the concept of outcomes reporting and setting a standard of transparency in educational outcomes,” the latest report reads. It’s the company’s commitment to accessibility and transparency that have allowed its programs to stay open for five years now, says Adam Enbar, co-founder of the Flatiron School.

More bootcamps are quietly coming to a university near you — from edsurge.com by Sydney Johnson

Excerpt:

In the last two years, a surge of nonprofit, four-year institutions have hopped on the bootcamp bandwagon. These programs, often on skills such as software development or data analytics, have arrived in a number of ways—from universities partnering with local for-profit bootcamps, or colleges creating their own intensive training programs completely in-house.But while bootcamps are often associated with tech skills, it seems that traditional universities trying out the model are interested in more than just coding. An increasing number of traditional higher-ed institutions are now applying bootcamp trainings to other fields, such as healthcare, accounting and even civics and political science.

The Business of Artificial Intelligence — from hbr.org by Erik Brynjolfsson & Andrew McAfee

Excerpts (emphasis DSC):

The most important general-purpose technology of our era is artificial intelligence, particularly machine learning (ML) — that is, the machine’s ability to keep improving its performance without humans having to explain exactly how to accomplish all the tasks it’s given. Within just the past few years machine learning has become far more effective and widely available. We can now build systems that learn how to perform tasks on their own.

Why is this such a big deal? Two reasons. First, we humans know more than we can tell: We can’t explain exactly how we’re able to do a lot of things — from recognizing a face to making a smart move in the ancient Asian strategy game of Go. Prior to ML, this inability to articulate our own knowledge meant that we couldn’t automate many tasks. Now we can.

Second, ML systems are often excellent learners. They can achieve superhuman performance in a wide range of activities, including detecting fraud and diagnosing disease. Excellent digital learners are being deployed across the economy, and their impact will be profound.

In the sphere of business, AI is poised have a transformational impact, on the scale of earlier general-purpose technologies. Although it is already in use in thousands of companies around the world, most big opportunities have not yet been tapped. The effects of AI will be magnified in the coming decade, as manufacturing, retailing, transportation, finance, health care, law, advertising, insurance, entertainment, education, and virtually every other industry transform their core processes and business models to take advantage of machine learning. The bottleneck now is in management, implementation, and business imagination.

…

The machine learns from examples, rather than being explicitly programmed for a particular outcome.

Let’s start by exploring what AI is already doing and how quickly it is improving. The biggest advances have been in two broad areas: perception and cognition. …For instance, Aptonomy and Sanbot, makers respectively of drones and robots, are using improved vision systems to automate much of the work of security guards.

Machine learning is driving changes at three levels: tasks and occupations, business processes, and business models.

You may have noticed that Facebook and other apps now recognize many of your friends’ faces in posted photos and prompt you to tag them with their names.

Thought leaders discuss the college (and classroom) of the future — from edsurge.com by Jeff Young

Here are some of the articles/interviews that Jeff did:

The case for a next generation learning platform [Grush & Christian]

On 07/11/2017, in 21st century, 24x7x365 access, A/V -- audio/visual, adult learning, Amazon, Artificial Intelligence/Agents/LLMs/and Related, attention, Blockchain, Bring your own device (BYOD), career development, change, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communications, communities of practice, community colleges, competency-based learning/education, convergence, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, Daniel S. Christian, digital audio, digital learning, digital storytelling, digital textbooks, digital video, disruption, distance education, education, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, future, future of higher education, game-changing environment, generational differences, global / globalization, heutagogy, higher education, history, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, internet, K-12 related, languages and translation, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, lifelong learning, machine-to-machine communications, Michigan, microlearning, mirroring and/or multiple devices, mobile learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, Natural Language Processing (NLP), Near Field Communication (NFC), new business models, new media literacies, online learning, online media, online tutoring, open courseware and systems, pace of change, passions, personalized/customized learning, platforms, professional development, reinvent, robotics, RSS, second screen apps, simulations, social learning / networks, society, staying relevant, storytelling, streams of content, student-related, surviving, teaching online, technologies for your home, technology (general), telepresence, television, tools, training / L&D, trends, TVs, universities, user experience (UX), using teams, vendors, videoconferencing, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, voice recognition / voice enabled interfaces, web-based collaboration, webinars, workplace, youth, by Daniel Christian

The case for a next generation learning platform — from campustechnology.com by Mary Grush & Daniel Christian

Excerpt (emphasis DSC):

Grush: Then what are some of the implications you could draw from metrics like that one?

Christian: As we consider all the investment in those emerging technologies, the question many are beginning to ask is, “How will these technologies impact jobs and the makeup of our workforce in the future?”

While there are many thoughts and questions regarding the cumulative impact these technologies will have on our future workforce (e.g., “How many jobs will be displaced?”), the consensus seems to be that there will be massive change.

Whether our jobs are completely displaced or if we will be working alongside robots, chatbots, workbots, or some other forms of AI-backed personal assistants, all of us will need to become lifelong learners — to be constantly reinventing ourselves. This assertion is also made in the aforementioned study from McKinsey: “AI promises benefits, but also poses urgent challenges that cut across firms, developers, government, and workers. The workforce needs to be re-skilled to exploit AI rather than compete with it…”

A side note from DSC:
I began working on this vision prior to 2010…but I didn’t officially document it until 2012.

Learning from the Living [Class] Room:

A global, powerful, next generation learning platform

What does the vision entail?

A new, global, collaborative learning platform that offers more choice, more control to learners of all ages – 24×7 – and could become the organization that futurist Thomas Frey discusses here with Business Insider:

“I’ve been predicting that by 2030 the largest company on the internet is going to be an education-based company that we haven’t heard of yet,” Frey, the senior futurist at the DaVinci Institute think tank, tells Business Insider.

A learner-centered platform that is enabled by – and reliant upon – human beings but is backed up by a powerful suite of technologies that work together in order to help people reinvent themselves quickly, conveniently, and extremely cost-effectively
A customizable learning environment that will offer up-to-date streams of regularly curated content (i.e., microlearning) as well as engaging learning experiences
Along these lines, a lifelong learner can opt to receive an RSS feed on a particular topic until they master that concept; periodic quizzes (i.e., spaced repetition) determines that mastery. Once mastered, the system will ask the learner whether they still want to receive that particular stream of content or not.
A Netflix-like interface to peruse and select plugins to extend the functionality of the core product
An AI-backed system of analyzing employment trends and opportunities will highlight those courses and streams of content that will help someone obtain the most in-demand skills
A system that tracks learning and, via Blockchain-based technologies, feeds all completed learning modules/courses into learners’ web-based learner profiles
A learning platform that provides customized, personalized recommendation lists – based upon the learner’s goals
A platform that delivers customized, personalized learning within a self-directed course (meant for those content creators who want to deliver more sophisticated courses/modules while moving people through the relevant Zones of Proximal Development)
Notifications and/or inspirational quotes will be available upon request to help provide motivation, encouragement, and accountability – helping learners establish habits of continual, lifelong-based learning
(Potentially) An online-based marketplace, matching learners with teachers, professors, and other such Subject Matter Experts (SMEs)
(Potentially) Direct access to popular job search sites
(Potentially) Direct access to resources that describe what other companies do/provide and descriptions of any particular company’s culture (as described by current and former employees and freelancers)
(Potentially) Integration with one-on-one tutoring services

Further details here >>

Addendum from DSC (regarding the resource mentioned below):
Note the voice recognition/control mechanisms on Westinghouse’s new product — also note the integration of Amazon’s Alexa into a “TV.”

Westinghouse’s Alexa-equipped Fire TV Edition smart TVs are now available — from theverge.com by Chaim Gartenberg

The key selling point, of course, is the built-in Amazon Fire TV, which is controlled with the bundled Voice Remote and features Amazon’s Alexa assistant.

Finally…also see:

NASA unveils a skill for Amazon’s Alexa that lets you ask questions about Mars — from geekwire.com by Kevin Lisota
Holographic storytelling — from jwtintelligence.com
The stories of Holocaust survivors are brought to life with the help of interactive 3D technologies.
New Dimensions in Testimony is a new way of preserving history for future generations. The project brings to life the stories of Holocaust survivors with 3D video, revealing raw first-hand accounts that are more interactive than learning through a history book. Holocaust survivor Pinchas Gutter, the first subject of the project, was filmed answering over 1000 questions, generating approximately 25 hours of footage. By incorporating natural language processing from the USC Institute for Creative Technologies (ICT), people are able to ask Gutter’s projected image questions that trigger relevant responses.

What a future, powerful, global learning platform will look & act like [Christian]

On 06/22/2017, in 21st century, 24x7x365 access, A/V -- audio/visual, accessibility / UDL, adult learning, Amazon, analytics, Apple, Artificial Intelligence/Agents/LLMs/and Related, assessment, assistive technologies, attention, Augmented Reality (AR), Blockchain, blogs / blogging / vlogging, bots, Bring your own device (BYOD), business side of he, career development, change, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communications, communities of practice, community colleges, competency-based learning/education, computer science, content development, aggregation, repositories, convergence, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, Daniel S. Christian, data related items, digital audio, digital learning, digital textbooks, digital video, disruption, distance education, education, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, Facebook / Meta Platforms, future, future of higher education, game-changing environment, global / globalization, Google, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), IBM, ideas, informal learning, innovation, instructional design, intelligent systems, intelligent tutoring, internet, K-12 related, languages and translation, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, liberal arts, lifelong learning, love of learning, machine-to-machine communications, microlearning, Microsoft, mobile learning, more voice more choice more control, multimedia, Natural Language Processing (NLP), Near Field Communication (NFC), new business models, online learning, online media, online tutoring, participation, personalized/customized learning, platforms, professional development, reinvent, robotics, RSS, second screen apps, simulations, smart classrooms, social learning / networks, society, staying relevant, streams of content, student-related, surviving, tablets, teaching & learning, teaching online, technologies for your home, technology (general), telepresence, television, tools, training / L&D, TVs, universities, user experience (UX), using teams, vendors, videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, voice recognition / voice enabled interfaces, web-based collaboration, webinars, workplace, by Daniel Christian

Learning from the Living [Class] Room:
A vision for a global, powerful, next generation learning platform

By Daniel Christian

NOTE: Having recently lost my Senior Instructional Designer position due to a staff reduction program, I am looking to help build such a platform as this. So if you are working on such a platform or know of someone who is, please let me know: danielchristian55@gmail.com.

I want to help people reinvent themselves quickly, efficiently, and cost-effectively — while providing more choice, more control to lifelong learners. This will become critically important as artificial intelligence, robotics, algorithms, and automation continue to impact the workplace.

Learning from the Living [Class] Room:
A global, powerful, next generation learning platform

What does the vision entail?

A new, global, collaborative learning platform that offers more choice, more control to learners of all ages – 24×7 – and could become the organization that futurist Thomas Frey discusses here with Business Insider:

“I’ve been predicting that by 2030 the largest company on the internet is going to be an education-based company that we haven’t heard of yet,” Frey, the senior futurist at the DaVinci Institute think tank, tells Business Insider.

A learner-centered platform that is enabled by – and reliant upon – human beings but is backed up by a powerful suite of technologies that work together in order to help people reinvent themselves quickly, conveniently, and extremely cost-effectively
An AI-backed system of analyzing employment trends and opportunities will highlight those courses and “streams of content” that will help someone obtain the most in-demand skills
A system that tracks learning and, via Blockchain-based technologies, feeds all completed learning modules/courses into learners’ web-based learner profiles
A learning platform that provides customized, personalized recommendation lists – based upon the learner’s goals
A platform that delivers customized, personalized learning within a self-directed course (meant for those content creators who want to deliver more sophisticated courses/modules while moving people through the relevant Zones of Proximal Development)
Notifications and/or inspirational quotes will be available upon request to help provide motivation, encouragement, and accountability – helping learners establish habits of continual, lifelong-based learning
(Potentially) An online-based marketplace, matching learners with teachers, professors, and other such Subject Matter Experts (SMEs)
(Potentially) Direct access to popular job search sites
(Potentially) Direct access to resources that describe what other companies do/provide and descriptions of any particular company’s culture (as described by current and former employees and freelancers)

Further details:
While basic courses will be accessible via mobile devices, the optimal learning experience will leverage two or more displays/devices. So while smaller smartphones, laptops, and/or desktop workstations will be used to communicate synchronously or asynchronously with other learners, the larger displays will deliver an excellent learning environment for times when there is:

A Subject Matter Expert (SME) giving a talk or making a presentation on any given topic
A need to display multiple things going on at once, such as:
The SME(s)
An application or multiple applications that the SME(s) are using
Content/resources that learners are submitting in real-time (think Bluescape, T1V, Prysm, other)
The ability to annotate on top of the application(s) and point to things w/in the app(s)
Media being used to support the presentation such as pictures, graphics, graphs, videos, simulations, animations, audio, links to other resources, GPS coordinates for an app such as Google Earth, other
Other attendees (think Google Hangouts, Skype, Polycom, or other videoconferencing tools)
An (optional) representation of the Personal Assistant (such as today’s Alexa, Siri, M, Google Assistant, etc.) that’s being employed via the use of Artificial Intelligence (AI)

This new learning platform will also feature:

Voice-based commands to drive the system (via Natural Language Processing (NLP))
Language translation (using techs similar to what’s being used in Translate One2One, an earpiece powered by IBM Watson)
Speech-to-text capabilities for use w/ chatbots, messaging, inserting discussion board postings
Text-to-speech capabilities as an assistive technology and also for everyone to be able to be mobile while listening to what’s been typed
Chatbots
- For learning how to use the system
- For asking questions of – and addressing any issues with – the organization owning the system (credentials, payments, obtaining technical support, etc.)
- For asking questions within a course
As many profiles as needed per household
(Optional) Machine-to-machine-based communications to automatically launch the correct profile when the system is initiated (from one’s smartphone, laptop, workstation, and/or tablet to a receiver for the system)
(Optional) Voice recognition to efficiently launch the desired profile
(Optional) Facial recognition to efficiently launch the desired profile
(Optional) Upon system launch, to immediately return to where the learner previously left off
The capability of the webcam to recognize objects and bring up relevant resources for that object
A built in RSS feed aggregator – or a similar technology – to enable learners to tap into the relevant “streams of content” that are constantly flowing by them
Social media dashboards/portals – providing quick access to multiple sources of content and whereby learners can contribute their own “streams of content”

In the future, new forms of Human Computer Interaction (HCI) such as Augmented Reality (AR), Virtual Reality (VR), and Mixed Reality (MR) will be integrated into this new learning environment – providing entirely new means of collaborating with one another.

Likely players:

Amazon – personal assistance via Alexa
Apple – personal assistance via Siri
Google – personal assistance via Google Assistant; language translation
Facebook — personal assistance via M
Microsoft – personal assistance via Cortana; language translation
IBM Watson – cognitive computing; language translation
Polycom – videoconferencing
Blackboard – videoconferencing, application sharing, chat, interactive whiteboard
T1V, Prsym, and/or Bluescape – submitting content to a digital canvas/workspace
Samsung, Sharp, LCD, and others – for large displays with integrated microphones, speakers, webcams, etc.
Feedly – RSS aggregator
_________ – for providing backchannels
_________ – for tools to create videocasts and interactive videos
_________ – for blogs, wikis, podcasts, journals
_________ – for quizzes/assessments
_________ – for discussion boards/forums
_________ – for creating AR, MR, and/or VR-based content

Veeery interesting. Alexa now adds visuals / a screen! With the addition of 100 skills a day, where might this new platform lead?

On 05/09/2017, in 21st century, 24x7x365 access, A/V -- audio/visual, Amazon, Artificial Intelligence/Agents/LLMs/and Related, bots, change, cloud-based computing / apps / other cloud-related, communications, cost of getting a degree, credentialing, Daniel S. Christian, digital audio, digital learning, digital storytelling, digital video, disruption, distance education, education, education technology, emerging technologies, experimentation, future, future of higher education, game-changing environment, global / globalization, heutagogy, higher education, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, microlearning, mobile learning, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, music, Natural Language Processing (NLP), new business models, online learning, online media, online tutoring, participation, personalized/customized learning, platforms, smart classrooms, streams of content, technologies for your home, telepresence, television, tools, trends, TVs, user experience (UX), vendors, virtual tutoring, voice recognition / voice enabled interfaces, web-based collaboration, by Daniel Christian

Amazon introduces Echo Show

The description reads:

Echo Show brings you everything you love about Alexa, and now she can show you things. Watch video flash briefings and YouTube, see music lyrics, security cameras, photos, weather forecasts, to-do and shopping lists, and more. All hands-free—just ask.
Introducing a new way to be together. Make hands-free video calls to friends and family who have an Echo Show or the Alexa App, and make voice calls to anyone who has an Echo or Echo Dot.
See lyrics on-screen with Amazon Music. Just ask to play a song, artist or genre, and stream over Wi-Fi. Also, stream music on Pandora, Spotify, TuneIn, iHeartRadio, and more.
Powerful, room-filling speakers with Dolby processing for crisp vocals and extended bass response
Ask Alexa to show you the front door or monitor the baby’s room with compatible cameras from Ring and Arlo. Turn on lights, control thermostats and more with WeMo, Philips Hue, ecobee, and other compatible smart home devices.
With eight microphones, beam-forming technology, and noise cancellation, Echo Show hears you from any direction—even while music is playing
Always getting smarter and adding new features, plus thousands of skills like Uber, Jeopardy!, Allrecipes, CNN, and more

From DSC:

Now we’re seeing a major competition between the heavy-hitters to own one’s living room, kitchen, and more. Voice controlled artificial intelligence. But now, add the ability to show videos, text, graphics, and more. Play music. Control the lights and the thermostat. Communicate with others via hands-free video calls.

Hmmm….very interesting times indeed.

Developers and corporates released 4,000 new skills for the voice assistant in just the last quarter. (source)

…with the company adding about 100 skills per day. (source)

The Living [Class] Room -- by Daniel Christian -- July 2012 -- a second device used in conjunction with a Smart/Connected TV

Addendum on 5/10/17:

Everything You Need to Know About Amazon’s New Echo Show Alexa-Enabled Touch Screen Device — from medium.com
Excerpts:
- A touchscreen
- Video calling / intercom
- Music player
- News / Video player
- Cameras
- Skills / Apps
- Shopping

The Future of Jobs and Jobs Training [Rainie & Anderson] DC: What changes should HE make immediately?

On 05/04/2017, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, Blockchain, business, business side of he, career development, change, changing business models, colleges, communications, communities of practice, community colleges, competency-based learning/education, corporate / business world, corporate universities / corporate training, cost of getting a degree, creativity, credentialing, dangers of the status quo, Daniel S. Christian, digital learning, emerging technologies, game-changing environment, global / globalization, heutagogy, higher education, human-computer interaction (HCI), ideas, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, lifelong learning, new business models, online learning, online tutoring, organizational change, reinvent, society, staying relevant, strategy, student-related, surviving, training / L&D, trends, vision/possibilities, workplace, by Daniel Christian

The Future of Jobs and Jobs Training — from by Lee Rainie and Janna Anderson
As robots, automation and artificial intelligence perform more tasks and there is massive disruption of jobs, experts say a wider array of education and skills-building programs will be created to meet new demands. There are two uncertainties: Will well-prepared workers be able to keep up in the race with AI tools? And will market capitalism survive?

Excerpt:

Machines are eating humans’ jobs talents. And it’s not just about jobs that are repetitive and low-skill. Automation, robotics, algorithms and artificial intelligence (AI) in recent times have shown they can do equal or sometimes even better work than humans who are dermatologists, insurance claims adjusters, lawyers, seismic testers in oil fields, sports journalists and financial reporters, crew members on guided-missile destroyers, hiring managers, psychological testers, retail salespeople, and border patrol agents. Moreover, there is growing anxiety that technology developments on the near horizon will crush the jobs of the millions who drive cars and trucks, analyze medical tests and data, perform middle management chores, dispense medicine, trade stocks and evaluate markets, fight on battlefields, perform government functions, and even replace those who program software – that is, the creators of algorithms.

Several policy and market-based solutions have been promoted to address the loss of employment and wages forecast by technologists and economists. A key idea emerging from many conversations, including one of the lynchpin discussions at the World Economic Forum in 2016, is that changes in educational and learning environments are necessary to help people stay employable in the labor force of the future. Among the six overall findings in a new 184-page report from the National Academies of Sciences, the experts recommended: “The education system will need to adapt to prepare individuals for the changing labor market. At the same time, recent IT advances offer new and potentially more widely accessible ways to access education.”

In the next 10 years, do you think we will see the emergence of new educational and training programs that can successfully train large numbers of workers in the skills they will need to perform the jobs of the future?

From DSC:
The following questions (from the article) might be fodder for initial conversations regarding what changes need to immediately occur within higher education. Those changes might be to establish teams/task forces/etc. charged with answering these kinds of questions.

What are the most important skills needed to succeed in the workforce of the future?
Which of these skills can be taught effectively via online systems – especially those that are self-directed – and other nontraditional settings?
Which skills will be most difficult to teach at scale?
Will employers be accepting of applicants who rely on new types of credentialing systems, or will they be viewed as less qualified than those who have attended traditional four-year and graduate programs?

The following section further supports a vision that I’ve been tracking entitled, “Learning from the Living [Class] Room” — where I see the “New Amazon.com of Higher Education” unfolding. Blockchain-based technologies will likely be involved here.

A diversifying education and credentialing ecosystem: Most of these experts expect the education marketplace – especially online learning platforms – to continue to change in an effort to accommodate the widespread needs. Some predict employers will step up their own efforts to train and retrain workers. Many foresee a significant number of self-teaching efforts by jobholders themselves as they take advantage of proliferating online opportunities.

Respondents see a new education and training ecosystem emerging in which some job preparation functions are performed by formal educational institutions in fairly traditional classroom settings, some elements are offered online, some are created by for-profit firms, some are free, some exploit augmented and virtual reality elements and gaming sensibilities, and a lot of real-time learning takes place in formats that job seekers pursue on their own.

A considerable number of respondents to this canvassing focused on the likelihood that the best education programs will teach people how to be lifelong learners. Accordingly, some say alternative credentialing mechanisms will arise to assess and vouch for the skills people acquire along the way.

DC: Many societies around the globe are looking at massive change coming at them. What changes should those of us working in higher education begin to make — immediately? In the longer term?

These respondents suggest that workers of the future will learn to deeply cultivate and exploit creativity, collaborative activity, abstract and systems thinking, complex communication, and the ability to thrive in diverse environments.

Addendum on 5/6/17:

How to Prepare for an Automated Future — from nytimes.com by Claire Cain Miller
Excerpt:
We don’t know how quickly machines will displace people’s jobs, or how many they’ll take, but we know it’s happening — not just to factory workers but also to money managers, dermatologists and retail workers. The logical response seems to be to educate people differently, so they’re prepared to work alongside the robots or do the jobs that machines can’t. But how to do that, and whether training can outpace automation, are open questions.

Learning Ecosystems

Reflections on “Coding bootcamp graduate for every 3.5 university grads” [Ravipati]

Purdue U to train 10,000 IT workers for Infosys [Ravipati]

Nonprofit bootcamps want to make coding accessible to low-income learners [Johnson]

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