10 AI tech trends data scientists should know — from by Lisa Morgan
The rising environmental and monetary costs of deep learning are catching enterprises’ attention, as are new AI techniques like graph neural networks and contrastive learning.

Excerpt:

AI adoption is accelerating across industries, driven by a combination of concrete results, high expectations and a lot of money. Among the many new AI concepts and techniques launching almost daily, 10 AI tech trends in particular grab data scientists’ attention.

 
 

The Next Great Disruption Is Hybrid Work—Are We Ready? — from Microsoft

“Over the past year, no area has undergone more rapid transformation than the way we work. Employee expectations are changing, and we will need to define productivity much more broadly — inclusive of collaboration, learning, and wellbeing to drive career advancement for every worker, including frontline and knowledge workers, as well as for new graduates and those who are in the workforce today. All this needs to be done with flexibility in when, where, and how people work.”

Satya Nadella, CEO at Microsoft

This graphic lists the 7 trends out at a new report from Microsoft re: the future of work and the trends that they are seeing.

 

Also see:

 

 

Move over, blue- and white-collar jobs: The workforce color spectrum is expanding — from chieflearningofficer.com by Frank F. Britt
Here’s how gray-, green- and pink-collar jobs will define the post-COVID future of work.

Excerpt:

In 2015, a report from Burning Glass and General Assembly called attention to the rise of a new type of occupation. These roles combine technology skills with positions that haven’t historically required them, like analysis, design or marketing. Burning Glass called those positions “hybrid jobs.” Today, in a rapidly digitizing labor market where tech skills are fast becoming table stakes, we might just call them “jobs.”

Back when that report came out, so-called hybrid jobs were largely a white-collar phenomenon. But today, we’re witnessing a rise in demand for digital skills that is transcending desk work — and, in fact, may be transforming the entire “color spectrum” of the American workforce.

None of these are really white- or blue-collar jobs. We might think of them, instead, as gray-collar (at the intersection of manufacturing and technology), pink-collar (allied health and the care economy) and green-collar (clean energy). These are the jobs that will define the future of work. And they’ll be the majority of jobs in the U.S. before we know it.

 

 

It’s like Netflix for education: UND considers subscription tuition model — from grandforksherald.com by Sydney Mook; with thanks to Ray Schroeder for this resource out on LinkedIn
Think of it as Netflix or Hulu – popular television subscription services – but for a UND education. Students could pay a flat rate and take as many (or as few) online courses as preferred, so long as they aren’t considered a full-time, degree-seeking student.

Excerpts:

UND wants to add a flat-rate subscription option to its tuition model.

Think of it as Netflix or Hulu – popular television subscription services – but for a UND education. Students could pay a flat rate and take as many (or as few) online courses as preferred, so long as they aren’t considered a full-time, degree-seeking student.

“You enroll, you have a subscription and during that subscription, you can binge watch,” said Jeff Holm, vice provost for online education and strategic planning at UND.

UND says it wants to “provide competency-based, online education that provides ‘micro-pathways’ or smaller targeted units of learning to individuals as a way to enhance their skill set and knowledge for advancing in the labor market or reskilling for a new employment opportunity.”

 

The Short-term Credentials Landscape — from newamerica.org by Monique O. Ositelu, PhD, Clare McCann, and Amy Laitinen
What We See and What Remains Unseen

Abstract

Given the rapid growth in short-term programs, and policymakers’ fast-growing interest to invest federal higher education dollars into very-short-term credentials, we explore what the research does—and does not— show us about such credentials’ utility in the labor market. With concerns about equity, our review of the literature guides us towards caution, as a strong push for short-term certificates may run the risk of reifying socioeconomic stratification.

From DSC:
I wonder…will accreditation move towards the use of crowd-sourced methods? Similar to rating one’s driver or one’s experience with a product, will microcredentials get into more reviews and recommendations from the users of various learning/training-related sites and services?

Will users of a service comment on whether the credential helped them (with a salary increase, with practical knowledge, with an expanded scope of projects at work, etc.)?

 

2 Chronicles 10 (NIV) — from biblegateway.com (emphasis DSC)

Excerpt:

10 Rehoboam went to Shechem, for all Israel had gone there to make him king. When Jeroboam son of Nebat heard this (he was in Egypt, where he had fled from King Solomon), he returned from Egypt. So they sent for Jeroboam, and he and all Israel went to Rehoboam and said to him: “Your father put a heavy yoke on us, but now lighten the harsh labor and the heavy yoke he put on us, and we will serve you.”

Rehoboam answered, “Come back to me in three days.” So the people went away.

Then King Rehoboam consulted the elders who had served his father Solomon during his lifetime. “How would you advise me to answer these people?” he asked.

They replied, “If you will be kind to these people and please them and give them a favorable answer, they will always be your servants.”

But Rehoboam rejected the advice the elders gave him and consulted the young men who had grown up with him and were serving him. He asked them, “What is your advice? How should we answer these people who say to me, ‘Lighten the yoke your father put on us’?”

10 The young men who had grown up with him replied, “The people have said to you, ‘Your father put a heavy yoke on us, but make our yoke lighter.’ Now tell them, ‘My little finger is thicker than my father’s waist. 11 My father laid on you a heavy yoke; I will make it even heavier. My father scourged you with whips; I will scourge you with scorpions.’”

12 Three days later Jeroboam and all the people returned to Rehoboam, as the king had said, “Come back to me in three days.” 13 The king answered them harshly. Rejecting the advice of the elders, 14 he followed the advice of the young men and said, “My father made your yoke heavy; I will make it even heavier. My father scourged you with whips; I will scourge you with scorpions.”

From DSC:
The new, younger king didn’t listen to the older, more experienced people (i.e., the elders) who had worked with King Solomon (a king who reigned over a united Israel for 40 years…and a person whom the Bible says was the wisest king of all time). Instead the younger king sought the counsel of his younger peers and went with that advice. This led to Rehoboam’s downfall — at least in terms of keeping a strong, united Israel. He was only a king of a much smaller kingdom due to his decision and actions.

What might the youth of today learn from this? How might entrepreneurs learn from this? What might companies like Google, Facebook, and others learn from this? How might this impact how we go about developing the culture of a company? What’s valued and what’s not valued?

There are probably different lessons one can learn from 2 Chronicles Chapter 10. But here’s one example that comes to my mind…

…just because we can…

just because we can does not mean we should


…doesn’t mean we should.

 

just because we can does not mean we should

 

The image below was excerpted from:

 

A great example of a learning ecosystem from CommLab India!

 

Snap Spectacles Finally Evolve into Full AR Smartglasses with Standalone Immersive Superpowers — from next.reality.news by Tommy Palladino

Also see:

Snap Now Lets You Build Lego in AR Remotely with Others, Reveals AR Tie-Up with Disney, Plus AR Business Tools — from next.reality.news by Adario Strange

Excerpt:

On Thursday, during the company’s Snap Partner Summit 2021, a wide range of tie-ups and new features were unveiled, with some of the biggest brands on the planet joining the AR fray.

Perhaps the most notable partnership is Snap’s new effort with the Lego company. Although Lego is known for allowing kids of all ages to use plastic building blocks to create art, toys, and even robots, now Lego fans will be able to build Lego constructs together, remotely, via a new feature from Lens Studio called Connected Lens. The new feature is available immediately via Snapchat.

 

If You Thought Working From Home Was Messy, Here Comes Hybrid Work — from wsj.com by Chip Cutter
Mandatory Mondays and Fridays. Unused desks and crowded conference rooms. Employers and workers navigate a return to offices.

Excerpts:

Some companies that are hiring say they can’t find knowledge workers willing to come into an office five days a week, according to chief executives, human-resource chiefs and recruiters.


It’s become really sort of a requirement if you’re looking for top talent,” Mr. Herrington says. “Those folks are pretty much saying, ‘Hey, if I can’t have a bit of a hybrid work environment, then I’m probably not going to be interested.’”

From DSC:
I’ve often noticed that the problems that we work on in higher ed are occurring in K12 and also in the corporate world. How to move forward from this Covid19 situation is another similar problem being worked on. Perhaps with some different/additional questions for HE and K12:

  • Where do the students prefer to be? In face-to-face (F2F)-based situations? 100% online? Hyflex? Hybrid? Other?

But really, I wonder if things don’t boil down to what the market will dictate…?

 

Counting U.S. Postsecondary and Secondary Credentials — from Credential Engine; with thanks to Will Richardson  for this resource
February 2021

Excerpt (emphasis DSC):

Learners, educators and policymakers understand that high school completion and education beyond high school are critical to thrive in the workforce. However, until recently an inventory of the number or type of secondary and postsecondary credential opportunities in the United States did not exist. This is the third annual report from Credential Engine that attempts to count all these credentials. The report identifies 967,734 unique credentials in the U.S. in 16 detailed credential categories across four types
of credential providers:

  • Postsecondary educational institutions—359,713 degrees and certificates
  • Massive open online course (MOOC) providers—9,390 course completion certificates, micro-credentials, and online degrees from foreign universities
  • Non-academic providers—549,712 badges, course completion certificates, licenses, certifications, and apprenticeships
  • Secondary schools—48,919 diplomas from public and private secondary schools

Also see:

NLET Releases “Newest Economy” Paper

In The Newest Economy: Welcome to the Credential Currency Revolution, Gordon Freedman, NLET’s president, examines the discontinuity between high schools, community colleges, career and technical education, and workforce development programs and their alignment and linkages to high demand jobs and careers. The paper suggests moving beyond the current array of offerings and labor market tools to a marketplace solution using modern technology and data analytics to link credentials (badges, certifications, degrees) to hiring outcomes.

The paper is a collaboration among NLET, Credential Engine, Southern Regional Economic Board (SREB) and GoEducate, Inc. who together are building a Credential Alliance to further the work described in the report.

Press Release
Executive Summary
Download the Report

 

Chip funding of $50B would boost domestic jobs in construction, design, study says — from fierceelectronics.com by Matt Hamblen

Excerpt:

A new study projects a $50 billion federal investment in domestic chip plants would create 185,000 temporary American jobs and add nearly $25 billion to the U.S. economy each year until 2026 as new fabs are built.

The semiconductor industry currently employs 277,000 people in 49 states in the U.S. and supports 1.6 million U.S. jobs, according to the study by the Semiconductor Industry Association and Oxford Economics. In 2020, the industry’s total impact on the U.S. economy surpassed $246 billion.

 

What I Learned: Great Stories Unlock the WHY — from learningsolutionsmag.com by JD Dillon

Excerpt:

This approach worked because a great story elevates. It helps people find commonalities and amplifies an organization’s culture. A great story unlocks the WHYs that are so often hidden behind a company’s mission and performance objectives. But impactful storytelling doesn’t just happen. It requires intention and effort, especially in large, complex, and distributed workplaces.

Here are four intentional storytelling practices I learned from Disney.

 

Coursera Conference 2021: Highlights and Takeaways — from blog.coursera.org by Betty Vandenbosch

Excerpt:

The Coursera Product Innovation session was another conference favorite, as we shared learner stories and offered a glimpse into some of the key innovations we worked on over the past year to support learners, educators, and institutions:

  • Individual learners now benefit from personalized course recommendations, hands-on projects, improved accessibility options, and AI-powered support to help motivate and encourage them on their learning journey.
  • Educators and instructors can import videos, quizzes, and other assets to re-use across courses. They can also connect Coursera to their institution’s learning management system and repackage content to create new, stackable credentials such as Specializations and Professional Certificates.
  • Businesses, governments, and universities can help employees and learners develop in-demand skills to stay competitive in the workplace with smart solutions like SkillSets and Academies, which are designed to offer targeted skills development in every part of an organization.

Also see:

 

Why Tech Companies View the Job Search As Big Business — from edsurge.com by Ayesha Khan

Excerpt:

A pre-pandemic study shows that more than 4 in 10 college degree holders are underemployed and are likely to remain that way for decades to come. This coupled with the astronomical cost of college and mounting student loan debt raises a need for alternative pathways into America’s workforce. The current college system is not putting all Americans to work.
Jobtech has the potential to be more effective for job seekers by aligning their aspirations more directly with the needs of employers. Unlike higher education institutions, a jobtech company’s profit and survival depend on people getting placed in good jobs.

The success of these businesses hinges on securing opportunities for job seekers. This guarantees customer satisfaction, repeat business, positive margins and a healthy, sustainable business model.

 

 
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