streams of content

Wouldn’t this be cool if we could do this? Perhaps this is a piece of our future learning ecosystems. [Christian]

On 05/13/2019, in assessment, colleges, community colleges, Daniel S. Christian, digital learning, disruption, education technology, emerging technologies, experimentation, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, Law Schools, Learning Agents, learning ecosystem, learning from the living [class] room, legislatures / government / legal, Lifelong learning, marketplaces, memory, Michigan, Natural Language Processing (NLP), new business models, online learning, platforms, productivity / tips and tricks, second screen apps, smart classrooms, Smart/Connected TV, society, streams of content, student-related, teaching & learning, Technologies for your home, tools, United States, voice recognition / voice enabled interfaces, Walmart of Education --> New Amazon.com of Higher Education, by Daniel Christian

From DSC:
Re: the Learning from the Living [Class] Room vision of a next gen learning platform…

…wouldn’t it be cool if you could use your voice to ask your smart/connected “TV” type of device:

“Show me the test questions for Torts I from WMU-Cooley Law School. Cooley could then charge $0.99 for these questions.”

Then, the system knows how you did on answering those questions. The ones you got right, you don’t get asked to review as often as the ones you got wrong. As you get a question right more often, the less you are asked to answer it.

You sign up for such streams of content — and the system assesses you periodically. This helps a person keep certain topics/information fresh in their memory. This type of learning method would be incredibly helpful for students trying to pass the Bar or other types of large/summative tests — especially when a student has to be able to recall information that they learned over the last 3-5 years.

Come to think of it…this method could help all of us in learning new disciplines/topics throughout our lifetimes. Sign up for the streams of content that you want to learn more about…and drop the (no-longer relevant) subscriptions as needed..

We need to tap into streams of content in our next gen learning platform

Reflections on “Five Principles for Thinking Like a Futurist” [Gorbis]

On 04/11/2019, in blogs / blogging, business side of he, change, changing business models, colleges, communities of practice, community colleges, corporate / business world, corporate universities / corporate training, credentialing, dangers of the status quo, Daniel S. Christian, emerging technologies, future, future of higher education, game-changing environment, higher education, ideas, learning, learning ecosystem, Lifelong learning, Microlearning, organizational change, pace of change, reinvent, RSS, society, sociology, staying relevant, streams of content, student-related, surviving, technology (general), tools, trends, universities, workplace, youth, by Daniel Christian

Five Principles for Thinking Like a Futurist — from er.educause.edu by Marina Gorbis

Excerpt:

In 2018 we celebrated the fifty-year anniversary of the founding of the Institute for the Future (IFTF). No other futures organization has survived for this long; we’ve actually survived our own forecasts! In these five decades we learned a lot, and we still believe—even more strongly than before—that systematic thinking about the future is absolutely essential for helping people make better choices today, whether you are an individual or a member of an educational institution or government organization. We view short-termism as the greatest threat not only to organizations but to society as a whole.

In my twenty years at the Institute, I’ve developed five core principles for futures thinking:

Forget about predictions.
Focus on signals.*
Look back to see forward.
Uncover patterns.*
Create a community.

* From DSC:
I have a follow up thought regarding those bullet points about signals and patterns. With today’s exponential pace of technological change, I have asserted for several years now that our students — and all of us really — need to be skilled in pulse-checking the relevant landscapes around us. That’s why I’m a big fan of regularly tapping into — and contributing towards — streams of content. Subscribing to RSS feeds, following organizations and/or individuals on Twitter, connecting with people on LinkedIn, etc. Doing so will help us identify trends, patterns, and the signals that Marina talks about in her article.

It reminds me of the following graphic from January 2017:

Educators (plus many others): You will benefit greatly from building your PLN on Twitter! [Christian]

On 04/09/2019, in 21st century, 24x7x365 access, adjunct faculty, adult learning, career development, colleges, community colleges, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital learning, education, education technology, faculty, heutagogy, higher education, homeschooling/homeschoolers, ideas, informal learning, K-12 related, learning, learning ecosystem, learning from the living [class] room, Lifelong learning, Microlearning, new media literacies, online learning, online media, participation, pedagogy, platforms, PLNs, productivity / tips and tricks, professional development, relationships, social learning / networks, social media, society, special needs, streams of content, student teaching/teacher education, student-related, teachers, teaching & learning, teaching online, Technologies for your home, tools, training / L&D, ubiquitous learning, universities, Using teams, vendors, web-based collaboration, workplace, youth, by Daniel Christian

From DSC:
I ran into the posting below on my Twitter feed. I especially want to share it with all of those students out there who are majoring in Education. You will find excellent opportunities to build your Personal Learning Network (PLN) on Twitter.

But this idea/concept/opportunity also applies to current teachers, professors, trainers, special educators, principals, superintendents, school board members, coaches, and many, many others.

You will not only learn a great deal by tapping into those streams of content, but you will be able to share your own expertise, insights, resources, reflections, etc. Don’t underestimate the networking and learning potential of Twitter. It’s one of the top learning tools in the world.

One last thought before you move onto the graphics below…K-12 educators are doing a super job of networking and sharing resources with each other. I hope that more faculty members who are working within higher education can learn from the examples being set forth by K-12 educators.

Also see:

Check out the numerous blogs on LawProfessorBlogs.com!

On 03/29/2019, in 24x7x365 access, blogs / blogging, ideas, Law Schools, legal technologies, legislatures / government / legal, PLNs, RSS, social learning / networks, society, staying relevant, streams of content, by Daniel Christian

From DSC:
There are all kinds of topics/legal areas represented in this network. Check it out!

Is Thomas Frey right? “…by 2030 the largest company on the internet is going to be an education-based company that we haven’t heard of yet.”

On 03/20/2019, in 1:1 / 1:World, 21st century, 24x7x365 access, active learning, adjunct faculty, adult learning, algorithms, Amazon, analytics, Artificial Intelligence / Machine Learning / Deep Learning, blended learning, Blockchain, bots, business, business side of he, career development, change, changing business models, cloud-based computing / apps / other cloud-related, CMS/LMS, cognitive computing, collaboration, colleges, communications, communities of practice, community colleges, content development, content repositories, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, dangers of the status quo, Daniel S. Christian, digital learning, disruption, distance education, education, education reform, education technology, elearning, emerging technologies, future, future of higher education, game-changing environment, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), hybrid learning, ideas, innovation, intelligent systems, intelligent tutoring, internet, learner profiles, learning, Learning Agents, learning ecosystem, learning from the living [class] room, learning hubs, library / librarians, Lifelong learning, Microlearning, Mobile learning, MOOCs -- Massive Open Online Courses, more choice more control, Natural Language Processing (NLP), new business models, online learning, online media, pace of change, personalized/customized learning, platforms, professional development, reinvent, smart classrooms, Smart/Connected TV, social learning / networks, society, staying relevant, streams of content, student-related, surviving, Technologies for your home, telepresence, television, tools, training / L&D, transmedia, trends, United States, universities, user experience (UX), vision, Walmart of Education --> New Amazon.com of Higher Education, web-based collaboration, workplace, youth, by Daniel Christian

From a fairly recent e-newsletter from edsurge.com — though I don’t recall the exact date (emphasis DSC):

New England is home to some of the most famous universities in the world. But the region has also become ground zero for the demographic shifts that promise to disrupt higher education.

This week saw two developments that fit the narrative. On Monday, Southern Vermont College announced that it would shut its doors, becoming the latest small rural private college to do so. Later that same day, the University of Massachusetts said it would start a new online college aimed at a national audience, noting that it expects campus enrollments to erode as the number of traditional college-age students declines in the coming years.

“Make no mistake—this is an existential threat to entire sectors of higher education,” said UMass president Marty Meehan in announcing the online effort.

The approach seems to parallel the U.S. retail sector, where, as a New York Times piece outlines this week, stores like Target and WalMart have thrived by building online strategies aimed at competing with Amazon, while stores like Gap and Payless, which did little to move online, are closing stores. Of course, college is not like any other product or service, and plenty of campuses are touting the richness of the experience that students get by actually coming to a campus. And it’s not clear how many colleges can grow online to a scale that makes their investments pay off.

“It’s predicted that over the next several years, four to five major national players with strong regional footholds will be established. We intend to be one of them.”

University of Massachusetts President Marty Meehan

From DSC:
That last quote from UMass President Marty Meehan made me reflect upon the idea of having one or more enormous entities that will provide “higher education” in the future. I wonder if things will turn out to be that we’ll have more lifelong learning providers and platforms in the future — with the idea of a 60-year curriculum being an interesting idea that may come into fruition.

Long have I predicted that such an enormous entity would come to pass. Back in 2008, I named it the Forthcoming Walmart of Education. But then as the years went by, I got bumbed out on some things that Walmart was doing, and re-branded it the Forthcoming Amazon.com of Higher Education. We’ll see how long that updated title lasts — but you get the point. In fact, the point aligns very nicely with what futurist Thomas Frey has been predicting for years as well:

“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. (source)

I realize that education doesn’t always scale well…but I’m thinking that how people learn in the future may be different than how we did things in the past…communities of practice comes to mind…as does new forms of credentialing…as does cloud-based learner profiles…as does the need for highly efficient, cost-effective, and constant opportunities/means to reinvent oneself.

Also see:

Fearing ‘existential threat,’ U of Massachusetts unveils plans for national online platform — from educationdive.com by Natalie Schwartz

Addendum:

74% of consumers go to Amazon when they’re ready to buy something. That should be keeping retailers up at night. — from cnbc.com

Key points (emphasis DSC)

Amazon remains a looming threat for some of the biggest retailers in the country — like Walmart, Target and Macy’s.
When consumers are ready to buy a specific product, nearly three-quarters of them, or 74 percent, are going straight to Amazon to do it, according to a new study by Feedvisor.
By the end of this year, Amazon is expected to account for 52.4 percent of the e-commerce market in the U.S., up from 48 percent in 2018.

“In New England, there will be between 32,000 and 54,000 fewer college-aged students just seven years from now,” Meehan said. “That means colleges and universities will have too much capacity and not enough demand at a time when the economic model in higher education is already straining under its own weight.” (Marty Meehan at WBUR)

Summary of the #LrnSciChat on 19 February 2019 on
Dual Coding in Learning and Teaching. — from wakelet.com

Dual coding is simply combining verbal and visual information to enrich the learning experience.

Dr. C. Kuepper-Tetzel

Also see the posters out at The Learning Scientists website.

For a next gen learning platform: A Netflix-like interface to check out potential functionalities / educationally-related “apps” [Christian]

On 02/12/2019, in 1:1 / 1:World, 21st century, 24x7x365 access, A/V -- audio/visual, adult learning, algorithms, career development, cloud-based computing / apps / other cloud-related, CMS/LMS, colleges, communities of practice, community colleges, consortiums, Content aggregration, content development, content repositories, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, Daniel S. Christian, digital learning, disruption, distance education, education, education technology, elearning, emerging technologies, future, future of higher education, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, internet, K-12 related, Law Schools, learning, Learning Agents, learning ecosystem, learning from the living [class] room, learning hubs, learning preferences, learning spaces, library / librarians, Lifelong learning, love of learning, MBA, Media/film, Microlearning, MOOCs -- Massive Open Online Courses, more choice more control, multimedia, Natural Language Processing (NLP), online learning, online media, online tutoring, personalized/customized learning, platforms, PLNs, professional development, smart classrooms, Smart/Connected TV, social learning / networks, society, staying relevant, streams of content, teaching & learning, Technologies for your home, technology (general), television, tools, training / L&D, transmedia, tvOS-based apps, user experience (UX), user interface design, vendors, videoconferencing, virtual field trips, virtual K-12 schools, virtual reality / worlds / learning, virtual tutoring, vision, Walmart of Education --> New Amazon.com of Higher Education, web-based collaboration, by Daniel Christian

From DSC:
In a next generation learning system, it would be sharp/beneficial to have a Netflix-like interface to check out potential functionalities that you could turn on and off (at will) — as one component of your learning ecosystem that could feature a setup located in your living room or office.

For example, put a Netflix-like interface to the apps out at eduappcenter.com (i.e., using a rolling interface at first, then going to a static page/listing of apps…again…similar to Netflix).

Accenture Technology Vision 2019: The post-digital era is upon us — from accenture.com

In brief

Digital transformation grants companies exceptional capabilities. But it also creates enormous expectations.
Amid these rising expectations, every business is investing in digital technologies, raising the question of how leaders will set themselves apart.
Companies looking to differentiate themselves must be aware of five distinct trends that will characterize the “post-digital” future.

Here is the link for the report.

UIX: When the future comes to West Michigan, will we be ready? [Russell]

On 01/28/2019, in 21st century, adult learning, algorithms, Artificial Intelligence / Machine Learning / Deep Learning, business, change, cognitive computing, colleges, community colleges, computer science, corporate / business world, dangers of the status quo, Daniel S. Christian, emerging technologies, future, game-changing environment, global / globalization, higher education, ideas, intelligent systems, Law Schools, legislatures / government / legal, Lifelong learning, Michigan, pace of change, platforms, reinvent, RSS, society, staying relevant, streams of content, student-related, surviving, Technologies for your home, technology (general), the downsides of technology, tools, training / L&D, trends, United States, universities, by Daniel Christian

UIX: When the future comes to West Michigan, will we be ready? — from rapidgrowthmedia.com by Matthew Russell

Excerpts (emphasis DSC):

“Here in the United States, if we were to personify things a bit, it’s almost like society is anxiously calling out to an older sibling (i.e., emerging technologies), ‘Heh! Wait up!!!'” Christian says. “This trend has numerous ramifications.”

Out of those ramifications, Christian names three main points that society will have to address to fully understand, make use of, and make practical, future technologies.

The need for the legal/legislative side of the world to close the gap between what’s possible and what’s legal
The need for lifelong learning and to reinvent oneself
The need to make pulse-checking/futurism an essential tool in the toolbox of every member of the workforce today and in the future

Photos by Adam Bird

From DSC:
The key thing that I was trying to relay in my contribution towards Matthew’s helpful article was that we are now on an exponential trajectory of technological change. This trend has ramifications for numerous societies around the globe, and it involves the legal realm as well. Hopefully, all of us in the workforce are coming to realize our need to be constantly pulse-checking the relevant landscapes around us. To help make that happen, each of us needs to be tapping into the appropriate “streams of content” that are relevant to our careers so that our knowledgebases are as up-to-date as possible. We’re all into lifelong learning now, right?

Along these lines, increasingly there is a need for futurism to hit the mainstream. That is, when the world is moving at 120+mph, the skills and methods that futurists follow must be better taught and understood, or many people will be broadsided by the changes brought about by emerging technologies. We need to better pulse-check the relevant landscapes, anticipate the oncoming changes, develop potential scenarios, and then design the strategies to respond to those potential scenarios.

LinkedIn Learning Opens Its Platform (Slightly) [Young]

On 11/09/2018, in 21st century, 24x7x365 access, adult learning, algorithms, analytics, Artificial Intelligence / Machine Learning / Deep Learning, bots, business side of he, career development, change, changing business models, cloud-based computing / apps / other cloud-related, collaboration, colleges, communities of practice, community colleges, competency-based learning/education, Content aggregration, content development, content repositories, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, dangers of the status quo, Daniel S. Christian, data mining, digital learning, disruption, education technology, elearning, formal learning, future, future of higher education, game-changing environment, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, internet, learning, Learning Agents, learning ecosystem, learning from the living [class] room, Lifelong learning, marketplaces, Microlearning, Microsoft, Mobile learning, more choice more control, multimedia, online learning, online tutoring, pace of change, personalized/customized learning, platforms, PLNs, professional development, social learning / networks, social media, society, staying relevant, streams of content, student-related, surviving, Technologies for your home, training / L&D, trends, United States, universities, Using teams, vendors, vision, Walmart of Education --> New Amazon.com of Higher Education, web-based collaboration, workplace, by Daniel Christian

LinkedIn Learning Opens Its Platform (Slightly) — from edsurge by Jeff Young

Excerpt (emphasis DSC):

A few years ago, in a move toward professional learning, LinkedIn bought Lynda.com for $1.5 billion, adding the well-known library of video-based courses to its professional social network. Today LinkedIn officials announced that they plan to open up their platform to let in educational videos from other providers as well—but with a catch or two.

The plan, announced Friday, is to let companies or colleges who already subscribe to LinkedIn Learning add content from a select group of other providers. The company or college will still have to subscribe to those other services separately, so it’s essentially an integration—but it does mark a change in approach.

For LinkedIn, the goal is to become the front door for employees as they look for micro-courses for professional development.

LinkedIn also announced another service for its LinkedIn Learning platform called Q&A, which will give subscribers the ability to pose a question they have about the video lessons they’re taking. The question will first be sent to bots, but if that doesn’t yield an answer the query will be sent on to other learners, and in some cases the instructor who created the videos.

Also see:

LinkedIn becomes a serious open learning experience platform — from clomedia.com by Josh Bersin
LinkedIn is becoming a dominant learning solution with some pretty interesting competitive advantages, according to one learning analyst.

Excerpt:

LinkedIn has become quite a juggernaut in the corporate learning market. Last time I checked the company had more than 17 million users, 14,000 corporate customers, more than 3,000 courses and was growing at high double-digit rates. And all this in only about two years.

And the company just threw down the gauntlet; it’s now announcing it has completely opened up its learning platform to external content partners. This is the company’s formal announcement that LinkedIn Learning is not just an amazing array of content, it is a corporate learning platform. The company wants to become a single place for all organizational learning content.

LinkedIn now offers skills-based learning recommendations to any user through its machine learning algorithms.

Is there demand for staying relevant? For learning new skills? For reinventing oneself?

Well…let’s see.

From DSC:
So…look out higher ed and traditional forms of accreditation — your window of opportunity may be starting to close. Alternatives to traditional higher ed continue to appear on the scene and gain momentum. LinkedIn — and/or similar organizations in the future — along with blockchain and big data backed efforts may gain traction in the future and start taking away some major market share. If employers get solid performance from their employees who have gone this route…higher ed better look out.

Microsoft/LinkedIn/Lynda.com are nicely positioned to be a major player who can offer society a next generation learning platform at an incredible price — offering up-to-date, microlearning along with new forms of credentialing. It’s what I’ve been calling the Amazon.com of higher ed (previously the Walmart of Education) for ~10 years. It will take place in a strategy/platform similar to this one.

Also, this is what a guerilla on the back looks like:

Also see:

Meet the 83-Year-Old App Developer Who Says Edtech Should Better Support Seniors — from edsurge.com by Sydney Johnson
Excerpt (emphasis DSC):
Now at age 83, Wakamiya beams with excitement when she recounts her journey, which has been featured in news outlets and even at Apple’s developer conference last year. But through learning how to code, she believes that experience offers an even more important lesson to today’s education and technology companies: don’t forget about senior citizens.Today’s education technology products overwhelmingly target young people. And while there’s a growing industry around serving adult learners in higher education, companies largely neglect to consider the needs of the elderly.

Social media as a learning tool: Five suggested uses for the classroom [frontierinternet.com]

On 11/08/2018, in 21st century, active learning, adjunct faculty, blogs / blogging, Bring your own device (BYOD), cloud-based computing / apps / other cloud-related, collaboration, colleges, communications, community colleges, creativity, digital learning, education, education technology, engagement / engaging students, faculty, higher education, ideas, instructional design, internet, IT in HE, journalism, K-12 related, learning, learning ecosystem, learning from the living [class] room, Lifelong learning, online learning, participation, pedagogy, personalized/customized learning, platforms, PLNs, productivity / tips and tricks, social learning / networks, social media, society, staying relevant, strategy, streams of content, student teaching/teacher education, student-related, teachers, teaching & learning, Technologies for your home, tools, universities, vendors, web-based collaboration, writing, youth, by Daniel Christian

Social media as a learning tool: Five suggested sses for the classroom — from frontierinternet.com; with thanks to Laura Tscholl, Communications Specialist | The Gateway for this resource

Academics Propose a ‘Blockchain University,’ Where Faculty (& Algorithms) Rule [Young]

On 10/26/2018, in 21st century, algorithms, analytics, Artificial Intelligence / Machine Learning / Deep Learning, Blockchain, business side of he, change, changing business models, colleges, community colleges, education technology, emerging technologies, face-to-face, faculty, future, future of higher education, game-changing environment, innovation, learning from the living [class] room, Lifelong learning, Microlearning, online learning, personalized/customized learning, platforms, reinvent, staying relevant, streams of content, surviving, tools, ubiquitous learning, UK, universities, user experience (UX), vision, Walmart of Education --> New Amazon.com of Higher Education, by Daniel Christian

Academics Propose a ‘Blockchain University,’ Where Faculty (and Algorithms) Rule — from edsurge.com by Jeff Young

Excerpt:

A group of academics affiliated with Oxford University have proposed a new model of higher education that replaces traditional administrators with “smart contracts” on the blockchain, the same technology that drives Bitcoin and other cryptocurrencies.

“Our aim is to create a university in which the bulk of administrative tasks are either eliminated or progressively automated,” said the effort’s founders in a white paper released earlier this year. Those proposing the idea added the university would be “a decentralised, non-profit, democratic community in which the use of blockchain technology will provide the contractual stability needed to pursue a full course of study.”

Experiments with blockchain in higher education are underway at multiple campuses around the country, and many of researchers are looking into how to use the technology to verify and deliver credentials. Massachusetts Institute for Technology, for example, began issuing diplomas via blockchain last year.

The plan by Oxford researchers goes beyond digital diplomas—and beyond many typical proposals to disrupt education in general. It argues for a completely new framework for how college is organized, how professors are paid, and how students connect with learning. In other words, it’s a long shot.

But even if the proposed platform never emerges, it is likely to spur debates about whether blockchain technology could one day allow professors to reclaim greater control of how higher education operates through digital contracts.

The platform would essentially allow professors to organize their own colleges, and teach and take payments from students directly. “

Reflections on “Inside Amazon’s artificial intelligence flywheel” [Levy]

On 10/19/2018, in 21st century, 24x7x365 access, A/V -- audio/visual, algorithms, Amazon, analytics, Artificial Intelligence / Machine Learning / Deep Learning, bots, career development, colleges, communities of practice, community colleges, competency-based learning/education, computer science, Content aggregration, content development, content repositories, corporate / business world, cost of getting a degree, dangers of the status quo, Daniel S. Christian, data mining, digital learning, disruption, distance education, e-books, e-publishing related items (EPUB and more), e-readers, education, education reform, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, entrepreneurship, experimentation, future, future of higher education, game-changing environment, generational differences, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, interactivity, internet, K-12 related, Law Schools, learner profiles, learning, Learning Agents, learning ecosystem, learning from the living [class] room, learning hubs, learning preferences, learning spaces, library / librarians, Lifelong learning, Microlearning, Mobile learning, MOOCs -- Massive Open Online Courses, more choice more control, multimedia, Natural Language Processing (NLP), new business models, online learning, online media, online tutoring, personalized/customized learning, platforms, PLNs, reinvent, second screen apps, social learning / networks, society, staying relevant, streams of content, student-related, surviving, teaching online, Technologies for your home, tools, training / L&D, trends, United States, universities, usability, user experience (UX), vision, voice recognition / voice enabled interfaces, Walmart of Education --> New Amazon.com of Higher Education, workplace, by Daniel Christian

Inside Amazon’s artificial intelligence flywheel — from wired.com by Steven Levy
How deep learning came to power Alexa, Amazon Web Services, and nearly every other division of the company.

Excerpt (emphasis DSC):

Amazon loves to use the word flywheel to describe how various parts of its massive business work as a single perpetual motion machine. It now has a powerful AI flywheel, where machine-learning innovations in one part of the company fuel the efforts of other teams, who in turn can build products or offer services to affect other groups, or even the company at large. Offering its machine-learning platforms to outsiders as a paid service makes the effort itself profitable—and in certain cases scoops up yet more data to level up the technology even more.

It took a lot of six-pagers to transform Amazon from a deep-learning wannabe into a formidable power. The results of this transformation can be seen throughout the company—including in a recommendations system that now runs on a totally new machine-learning infrastructure. Amazon is smarter in suggesting what you should read next, what items you should add to your shopping list, and what movie you might want to watch tonight. And this year Thirumalai started a new job, heading Amazon search, where he intends to use deep learning in every aspect of the service.

“If you asked me seven or eight years ago how big a force Amazon was in AI, I would have said, ‘They aren’t,’” says Pedro Domingos, a top computer science professor at the University of Washington. “But they have really come on aggressively. Now they are becoming a force.”

Maybe the force.

From DSC:
When will we begin to see more mainstream recommendation engines for learning-based materials? With the demand for people to reinvent themselves, such a next generation learning platform can’t come soon enough!

Turning over control to learners to create/enhance their own web-based learner profiles; and allowing people to say who can access their learning profiles.
AI-based recommendation engines to help people identify curated, effective digital playlists for what they want to learn about.
Voice-driven interfaces.
Matching employees to employers.
Matching one’s learning preferences (not styles) with the content being presented as one piece of a personalized learning experience.
From cradle to grave. Lifelong learning.
Multimedia-based, interactive content.
Asynchronously and synchronously connecting with others learning about the same content.
Online-based tutoring/assistance; remote assistance.
Reinvent. Staying relevant. Surviving.
Competency-based learning.

We’re about to embark on a period in American history where career reinvention will be critical, perhaps more so than it’s ever been before. In the next decade, as many as 50 million American workers—a third of the total—will need to change careers, according to McKinsey Global Institute. Automation, in the form of AI (artificial intelligence) and RPA (robotic process automation), is the primary driver. McKinsey observes: “There are few precedents in which societies have successfully retrained such large numbers of people.”

Bill Triant and Ryan Craig

Also relevant/see:

Online education’s expansion continues in higher ed with a focus on tech skills — from educationdive.com by James Paterson

Dive Brief:

Online learning continues to expand in higher ed with the addition of several online master’s degrees and a new for-profit college that offers a hybrid of vocational training and liberal arts curriculum online.
Inside Higher Ed reported the nonprofit learning provider edX is offering nine master’s degrees through five U.S. universities — the Georgia Institute of Technology, the University of Texas at Austin, Indiana University, Arizona State University and the University of California, San Diego. The programs include cybersecurity, data science, analytics, computer science and marketing, and they cost from around $10,000 to $22,000. Most offer stackable certificates, helping students who change their educational trajectory.
Former Harvard University Dean of Social Science Stephen Kosslyn, meanwhile, will open Foundry College in January. The for-profit, two-year program targets adult learners who want to upskill, and it includes training in soft skills such as critical thinking and problem solving. Students will pay about $1,000 per course, though the college is waiving tuition for its first cohort.

What does the Top Tools for Learning 2018 list tell us about the future direction of L&D? — from modernworkplacelearning.com by Jane Hart

Excerpt:

But for me 3 key things jump out:

More and more people are learning for themselves – in whatever way that suits them best – whether it is finding resources or online courses on the Web or interacting with their professional network. And they do all this for a variety of reasons: to solve problems, self-improve and prepare themselves for the future, etc.
Learning at work is becoming more personal and continuous in that it is a key part of many professional’s working day. And what’s more people are not only organising their own learning activities, they are also indeed managing their own development too – either with (informal) digital notebooks, or with (formal) personal learning platforms.
But it is in team collaboration where most of their daily learning takes place, and many now recognise and value the social collaboration platforms that underpin their daily interactions with colleagues as part of their daily work.

In other words, many people now see workplace learning as not just something that happens irregularly in corporate training, but as a continuous and on demand activity.

From DSC:
Reminds me of tapping into — and contributing towards — streams of content. All the time. Continuous, lifelong learning.

3 trends shaping the future world of work — from hrtechnologist.com by Becky Frankiewicz, President of Manpower Group North America

Excerpt:

In a world of constant change, continuity has given way to adaptability. It’s no secret the world of work has changed. Yet today it’s changing faster than ever before.

The impact of technology means new skills and new roles are emerging as fast as others become extinct.

My career path is a case in point. When I entered high school, I intended to follow a linear career path similar to generations before me. Pick a discipline, get a degree, commit to it, retire. Now in my fourth career, that’s not how it worked out, and I’m glad. In fact, the only true constant I’ve had is constant learning. Because success in the future won’t be defined by performance, but by potential and the ability to learn, apply and adapt.

From Jobs for Life to Skills for Life
Each day we see firsthand technology’s impact on jobs. 65% of the jobs my three daughters will do don’t even exist yet. Employability is less about what you already know and more about your capacity to learn. It requires a new mindset for us to develop a workforce with the right skillsets, and for individuals seeking to advance their careers. We need to be ready to help upskill and reskill people for new jobs and new roles.

Learning Ecosystems

Accenture Technology Vision 2019: The post-digital era is upon us

Academics Propose a ‘Blockchain University,’ Where Faculty (& Algorithms) Rule [Young]

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