programming

Transforming the Postsecondary Professional Education Experience — from by Mary Grush & Thomas Finholt

Excerpt:

So, among other factors currently influencing change, those are the predominate ones. I’ll sum it up this way: The tried-and-true residential model has worked so far, but a number of factors are forcing transformation: emerging technologies, new expectations about when learning will occur in a student’s lifespan, and the introduction of a whole new population of students that had never been imagined before.
…
Grush: What are your latest efforts or experiments in new professional education offerings that you see as part of this transformation? When did you make a start and what impacts do you see so far?
Finholt: The biggest transformation for us to date has been our entry into the MOOC space. That movement began with a few small trials, but it’s now rapidly expanding and may include, ultimately, full degree offerings. I would describe our period of experimentation with MOOCs to have started in 2013, gaining especially significant momentum in the past two years. Over the next couple of years, our efforts will expand even more dramatically, if we elect to offer fully online degrees. As a measure of the magnitude of impact of MOOCs so far, one of our MOOC specializations in the Python programming language is among the most popular offerings on Coursera — I believe that it has reached more than a million learners at this point. A significant fraction of those learners have opted to sit for an exam to get a certificate in Python programming.

One is, as announced at the March 6th Coursera meeting, that we have joined in a partnership with Coursera and the University of Michigan’s Office of Academic Innovation to design and get approved, a brand-new online master’s degree in Applied Data Science.

From DSC:
Mary and Thomas’ solid article reminds me of a graphic I put together a while back:

“The process of obtaining postgraduate credentials is becoming something that one works on over the entire span of one’s career… Working professionals will have an array of punctuated intervals, if you will — periods of time when they work intensively to update their credentials.” (source)

VR Lab! — from thejournal.com by Joshua Bolkan

Excerpts (emphasis DSC):

When Tampa Preparatory School launched decided to turn a closet into a virtual reality lab, they had no idea how far their students would run with the tools, but that’s exactly what they did, sitting down to build their own educational apps to help visualize concepts in astronomy, chemistry and physics. In addition to the educational apps, built by students on their own initiative, the VR lab is also used for art classes and more.

Chad Lewis, director of technology at Tampa Prep, recently sat down with THE Journal to talk about the school’s experience with VR as an educational tool.

Tell me a little about having students design their own VR apps. Are there any benefits to it that surprised you?

Chad Lewis: Some surprising benefits included branching out beyond computer science into areas like chemistry and physics. This is an example of the amazing things students can do if given the opportunity to pursue their passions. They need time, space and resources as well as support and encouragement.

The main thing is that they’re learning coding, 3D modeling, game development, collaboration, design thinking, etc.

In the process, one of our computer science students came up to me and said, “Mr. Lewis do you mind if I try to create some virtual reality apps using Unity?” and it really took off from there. The lab was a student-driven initiative.

Design Thinking: A Quick Overview [Dam & Siang]

On 04/09/2018, in creativity, design, ideas, instructional design, programming, project-based learning, society, tools, usability, user experience (UX), user interface design, workplace, by Daniel Christian

Design Thinking: A Quick Overview — from interaction-design.org by Rikke Dam and Teo Siang

Excerpt:

To begin, let’s have a quick overview of the fundamental principles behind Design Thinking:

Design Thinking starts with empathy, a deep human focus, in order to gain insights which may reveal new and unexplored ways of seeing, and courses of action to follow in bringing about preferred situations for business and society.
It involves reframing the perceived problem or challenge at hand, and gaining perspectives, which allow a more holistic look at the path towards these preferred situations.
It encourages collaborative, multi-disciplinary teamwork to leverage the skills, personalities and thinking styles of many in order to solve multifaceted problems.
It initially employs divergent styles of thinking to explore as many possibilities, deferring judgment and creating an open ideations space to allow for the maximum number of ideas and points of view to surface.
It later employs convergent styles of thinking to isolate potential solution streams, combining and refining insights and more mature ideas, which pave a path forward.
It engages in early exploration of selected ideas, rapidly modelling potential solutions to encourage learning while doing, and allow for gaining additional insight into the viability of solutions before too much time or money has been spent
Tests the prototypes which survive the processes further to remove any potential issues.
Iterates through the various stages, revisiting empathetic frames of mind and then redefining the challenge as new knowledge and insight is gained along the way.
It starts off chaotic and cloudy steamrolling towards points of clarity until a desirable, feasible and viable solution emerges.

From DSC:
This post includes information about popular design thinking frameworks. I think it’s a helpful posting for those who have heard about design thinking but want to know more about it.

What is Design Thinking?
Design thinking is an iterative process in which we seek to understand the user, challenge assumptions we might have, and redefine problems in an attempt to identify alternative strategies and solutions that might not be instantly apparent with our initial level of understanding. As such, design thinking is most useful in tackling problems that are ill-defined or unknown.

Design thinking is extremely useful in tackling ill-defined or unknown problems—it reframes the problem in human-centric ways, allows the creation of many ideas in brainstorming sessions, and lets us adopt a hands-on approach in prototyping and testing. Design thinking also involves on-going experimentation: sketching, prototyping, testing, and trying out concepts and ideas. It involves five phases: Empathize, Define, Ideate, Prototype, and Test. The phases allow us to gain a deep understanding of users, critically examine the assumptions about the problem and define a concrete problem statement, generate ideas for tackling the problem, and then create prototypes for the ideas in order to test their effectiveness.

Design thinking is not about graphic design but rather about solving problems through the use of design. It is a critical skill for allprofessionals, not only designers. Understanding how to approach problems and apply design thinking enables everyone to maximize our contributions in the work environment and create incredible, memorable products for users.

Microsoft now offers AI courses as a skill for your CV [Vincent]

On 04/04/2018, in algorithms, Artificial Intelligence / Machine Learning / Deep Learning, bots, computer science, Microsoft, platforms, programming, by Daniel Christian

Microsoft now offers AI courses as a skill for your CV — from theverge.com by James Vincent

Excerpt:

Here’s something every tech company agrees on: the world needs more AI engineers. Microsoft is the latest firm to try to answer this demand, and this week, it launched a new course on its tech accreditation scheme (known as the Microsoft Professional Program) dedicated to artificial intelligence.

The course has 10 modules, each taking between eight and 16 hours to complete online. They cover a range of sub-disciplines, including computer vision, data analysis, speech recognition, and natural language processing. Interestingly, there’s also an ethics course (a topic Microsoft is paying close attention as it pivots to focus on AI) as well as a module on machine learning in Azure, the company’s cloud platform.

Amazon Pumping $50 Million into CS Education [nagel]

On 04/03/2018, in Amazon, computer science, education, education technology, K-12 related, platforms, programming, student-related, teachers, by Daniel Christian

Amazon Pumping $50 Million into CS Education — from steamuniverse.com by David Nagel

Excerpt:

Amazon is committing $50 million to computer science education in the United States with new programs supporting high school and early undergraduate students, including financial aid to help schools bring AP CS courses to their students.

As part of the new Amazon Future Engineer (AFE) Pathway, Amazon will support schools and individual students needing access to Advanced Placement courses in CS. For the AP courses, Amazon’s AWS Educate is partnering with Edhesive to provide access to the AP CS Java and AP CS Principles courses. (AP CS Principles has proved to be the most successful AP course launch to date.) Teachers, administrators and students themselves can apply to bring the courses to their schools. Amazon will then, according to the company, “select the eligible schools and students who will receive financial aid to access the Edhesive AP courses. Edhesive will engage with the selected schools and students in the spring of 2018 to onboard and launch for the fall 2018 school year.”

“Experience Virtual Reality on the web with Chrome ” + other items on AR and VR

On 03/23/2018, in 3D, augmented reality, computer science, digital learning, emerging technologies, Google, human-computer interaction (HCI), Languages and translation, legislatures / government / legal, platforms, programming, tools, universities, vendors, virtual reality / worlds / learning, by Daniel Christian

Experience Virtual Reality on the web with Chrome — from blog.google

Excerpt:

Virtual reality (VR) lets you tour the Turkish palace featured in “Die Another Day,” learn about life in a Syrian refugee camp firsthand, and walk through your dream home right from your living room. With the latest version of Chrome, we’re bringing VR to the web—making it as easy to step inside Air Force One as it is to access your favorite webpage.

For a fully immersive experience, use Chrome with your Daydream-ready phone and Daydream View—just browse to a VR experience you want to view, choose to enter VR, and put the phone in your Daydream View headset. If you don’t have a headset you can view VR content on any phone or desktop computer and interact using your finger or mouse.

You can already try out some great VR-enabled sites, with more coming soon. For example, explore the intersection of humans, nature and technology in the interactive documentary Bear 71. Questioning how we see the world through the lens of technology, this story blurs the lines between the wild world and the wired one.

Learn A New Language With Your Mobile Using MondlyAR — from vrfocus.com by
Start learn a new language today on your Android device.

Excerpt:

MondlyAR features an avatar “teacher” who brings virtual objects – planets, animals, musical instruments and more – into the room as teaching tools, engages the user in conversations and gives instant feedback on pronunciation thanks to chatbot technology. By incorporating these lifelike elements in the lessons, students are more likely to understand, process, and retain what they are taught.

Users will have seven languages to chose from, American English, British English, French, Spanish, Italian, Portuguese, and German with the studio expecting to be able to offer no less than 30 languages in AR by the next update in August 2018.

Augmented Reality takes 3-D printing to next level — from rtoz.org

Excerpt:

Cornell researchers are taking 3-D printing and 3-D modeling to a new level by using augmented reality (AR) to allow designers to design in physical space while a robotic arm rapidly prints the work. To use the Robotic Modeling Assistant (RoMA), a designer wears an AR headset with hand controllers. As soon as a design feature is completed, the robotic arm prints the new feature.

The Legal Hazards of Virtual Reality and Augmented Reality Apps — from by Tam Harbert
Liability and intellectual property issues are just two areas developers need to know about

Excerpt:

As virtual- and augmented-reality technologies mature, legal questions are emerging that could trip up VR and AR developers. One of the first lawyers to explore these questions is Robyn Chatwood, of the international law firm Dentons. “VR and AR are areas where the law is just not keeping up with [technology] developments,” she says. IEEE Spectrum contributing editor Tam Harbert talked with Chatwood about the legal challenges.

Why VR has a bright future in the elearning world — elearninglearning.com by Origin Learning

Excerpt:

The Benefits of Using Virtual Reality in eLearning

It offers a visual approach – According to numerous studies, people retain what they have read better when they are able to see it or experience it somehow. VR in eLearning makes this possible and creates a completely new visual experience to improve learners’ retention capacity and their understanding of the material.
It lowers the risk factor – VR in eLearning can simulate dangerous and risky situations in an environment that is controllable, so that it removes the risk factor usually associated with such situations. This lets learners alleviate their fear of making a mistake.
It facilitates complex data – Like the visual approach, when learners can really experience complex situations, they are more likely to handle them with ease. VR simplifies the complexity of those situations, allowing learners to actually experience everything themselves, rather than just reading about it.
It offers remote access – VR in eLearning doesn’t require an actual classroom so that learning can be conducted remotely, which can help you save a lot of time and money that would normally have to be spent on planning a complete learning program.
It provides real-life scenarios – As mentioned, one of the greatest things about VR in the context of eLearning is that it allows learners to really immerse themselves in various virtual scenarios. For instance, if the learning program involves some real situation that a certain business has faced before, an employee will be able to handle such a situation more efficiently after experiencing it virtually.
It is fun and innovative – People love to try out new things. VR offers a completely innovative and interactive approach to learning and makes learning become an entertaining, rather than an everyday dull process.

5 reasons to use augmented reality in education — from kitaboo.com

Excerpt:

[AR] is making it possible to add a layer of enhanced reality to a context-sensitive virtual world. This gives educators and trainers numerous possibilities to enhance the learning experience, making it lively, significant and circumstantial to the learner.

According to the investment company, Goldman Sachs, Augmented Reality “has the potential to become a standard tool in education and could revolutionize the way in which students are taught, for both the K-12 segment and higher education.” The company further projects that by 2025, there would be 15 million users of educational AR worldwide, representing a $700 million market.

Let’s have a look at 5 main reasons to use Augmented Reality in education.

The Difference Between Virtual Reality, Augmented Reality And Mixed Reality — from forbes.com

235 emerging technology trends that will influence business, government, education, media & society in the coming year. [Future Today Institute]

On 03/20/2018, in algorithms, Artificial Intelligence / Machine Learning / Deep Learning, augmented reality, Blockchain, bots, business, career development, change, Christian education, cloud-based computing / apps / other cloud-related, cognitive computing, colleges, community colleges, corporate / business world, corporate universities / corporate training, digital audio, digital learning, digital video, disruption, economics, education, education technology, emerging technologies, engineering, experimentation, future, game-changing environment, global / globalization, health, higher education, human-computer interaction (HCI), ideas, innovation, intelligent systems, intelligent tutoring, internet, leadership, legislatures / government / legal, Media/film, Mixed reality, Mobile technologies, multimedia, Natural Language Processing (NLP), organizational change, pace of change, platforms, political science, programming, reinvent, robotics, society, staying relevant, strategy, surviving, technology (general), tools, training / L&D, trends, universities, virtual reality / worlds / learning, vision, voice recognition / voice enabled interfaces, wearables, workplace, XR - extended reality, by Daniel Christian

2018 TECH TRENDS REPORT — from the Future Today Institute
Emerging technology trends that will influence business, government, education, media and society in the coming year.

Description:

The Future Today Institute’s 11th annual Tech Trends Report identifies 235 tantalizing advancements in emerging technologies—artificial intelligence, biotech, autonomous robots, green energy and space travel—that will begin to enter the mainstream and fundamentally disrupt business, geopolitics and everyday life around the world. Our annual report has garnered more than six million cumulative views, and this edition is our largest to date.

Helping organizations see change early and calculate the impact of new trends is why we publish our annual Emerging Tech Trends Report, which focuses on mid- to late-stage emerging technologies that are on a growth trajectory.

In this edition of the FTI Tech Trends Report, we’ve included several new features and sections:

a list and map of the world’s smartest cities
a calendar of events that will shape technology this year
detailed near-future scenarios for several of the technologies
a new framework to help organizations decide when to take action on trends
an interactive table of contents, which will allow you to more easily navigate the report from the bookmarks bar in your PDF reader

01 How does this trend impact our industry and all of its parts?
02 How might global events — politics, climate change, economic shifts – impact this trend, and as a result, our organization?
03 What are the second, third, fourth, and fifth-order implications of this trend as it evolves, both in our organization and our industry?
04 What are the consequences if our organization fails to take action on this trend?
05 Does this trend signal emerging disruption to our traditional business practices and cherished beliefs?
06 Does this trend indicate a future disruption to the established roles and responsibilities within our organization? If so, how do we reverse-engineer that disruption and deal with it in the present day?
07 How are the organizations in adjacent spaces addressing this trend? What can we learn from their failures and best practices?
08 How will the wants, needs and expectations of our consumers/ constituents change as a result of this trend?
09 Where does this trend create potential new partners or collaborators for us?
10 How does this trend inspire us to think about the future of our organization?

Scientists Are Turning Alexa into an Automated Lab Helper — from technologyreview.com by Jamie Condliffe
Amazon’s voice-activated assistant follows a rich tradition of researchers using consumer tech in unintended ways to further their work.

Excerpt:

Alexa, what’s the next step in my titration?

Probably not the first question you ask your smart assistant in the morning, but potentially the kind of query that scientists may soon be leveling at Amazon’s AI helper. Chemical & Engineering News reports that software developer James Rhodes—whose wife, DeLacy Rhodes, is a microbiologist—has created a skill for Alexa called Helix that lends a helping hand around the laboratory.

It makes sense. While most people might ask Alexa to check the news headlines, play music, or set a timer because our hands are a mess from cooking, scientists could look up melting points, pose simple calculations, or ask for an experimental procedure to be read aloud while their hands are gloved and in use.

…

For now, Helix is still a proof-of-concept. But you can sign up to try an early working version, and Rhodes has plans to extend its abilities…

Also see:

Personalized Learning Meets AI With Watson Classroom — from gettingsmart.com by Erin Gohl

Excerpt (emphasis DSC):

Teaching is truly a Herculean challenge. Even the very best teachers can keep only so many of these insights in their heads and make only so many connections between expectations and circumstances. They can be aware of only a fraction of the research on best practices. They have only so much time to collaborate and communicate with the other adults in a particular student’s life to share information and insights. To be the best of themselves, teachers need to have access to a warehouse of information, a research assistant to mine best practices, note takers to gather and record information on each student, a statistician to gauge effective practices, and someone to collaborate with to distill the next best step with each student. In recent years, a plethora of vendors have developed software solutions that promise to simplify this process and give schools and teachers the answers to understand and address the individual needs of each student. One of the most promising, which I recently had a chance to learn about, is IBM’s Watson Classroom.

…

IBM is clear about what makes Watson different than existing solutions. First of all, it is a cognitive partner; not a solution. Secondly, it does not require proprietary or additional assessments, curriculum, or content. It uses whatever a district has in place. But it goes beyond the performance of tiering difficulty, pace, and reading level that is now standard fare for the solutions promising individualized, adaptive and personalized learning. Watson takes the stew of data from existing systems (including assessments, attendance records, available accommodations), adds the ability to infer meaning from written reports, and is able to connect the quality of the result to the approach that was taken. And then adjust the next recommendation based on what was learned. It is artificial intelligence (AI) brought to education that goes far beyond the adaptive learning technologies of today.

…

Watson Classroom is currently being piloted in 12 school districts across the country. In those classrooms, Watson Classroom is utilizing cutting-edge computing power to give teachers a full range of support to be the best versions of themselves. Watson is facilitating the kind of education the great teachers strive for every day–one where learning is truly personalized for each and every student. Bringing the power of big data to the interactions between students and teachers can help assure that every student reaches beyond our expectations to achieve their full potential.

Learn with Google AI: Making ML education available to everyone — from blog.google

Excerpt:

To help everyone understand how AI can solve challenging problems, we’ve created a resource called Learn with Google AI. This site provides ways to learn about core ML concepts, develop and hone your ML skills, and apply ML to real-world problems. From deep learning experts looking for advanced tutorials and materials on TensorFlow, to “curious cats” who want to take their first steps with AI, anyone looking for educational content from ML experts at Google can find it here.

Learn with Google AI also features a new, free course called Machine Learning Crash Course (MLCC). The course provides exercises, interactive visualizations, and instructional videos that anyone can use to learn and practice ML concepts.

7 Ways Chatbots and AI are Disrupting HR — from chatbotsmagazine.com
Enterprises are embracing AI for automating human resources

Excerpt:

Chatbots and AI have become household names and enterprises are taking notice. According to a recent Forrester survey, roughly “85% of customer interactions within an enterprise will be with software robots in five years’ time” and “87% of CEOs are looking to expand their AI workforce” using AI bots.

In an effort to drive increased labor efficiencies, reduce costs, and deliver better customer/employee experiences enterprises are quickly introducing AI, machine learning, and natural language understanding as core elements of their digital transformation strategy in 2018.

Human resources (HR) is one area ripe for intelligent automation within an enterprise. AI-powered bots for HR are able to streamline and personalize the HR process across seasonal, temporary, part-time, and full-time employees.

…
There are 7 ways in which enterprises can use HR bots to drive increased labors efficiencies, reduced costs, and better employee experiences:

Recruitment
Onboarding
Company Policy FAQs
Employee Training
Common Questions
Benefits Enrollment
Annual Self-Assessment/Reviews

From DSC:
Again, this article paint a bit too rosy of a picture for me re: the use of AI and HR, especially in regards to recruiting employees.

Implementation of AI into eLearning. Interview with Christopher Pappas — from joomlalms.com by Darya Tarliuk

Excerpt:

Every day we hear more and more about the impact that Artificial Intelligence gains in every sphere of our life. In order to discover how AI implementation is going to change the eLearning we decided to ask Christopher Pappas to share his views and find out what he thinks about it. Christopher is an experienced eLearning specialist and the Founder of the eLearning Industry’s Network.

…
How to get ready preparing course materials now, while considering the future impact of AI?
Christopher: Regardless of whether you plan to adopt an AI system as soon as they’re available to the mass market or you opt to hold off (and let others work out the glitches), infrastructure is key. You can prepare your course materials now by developing course catalogs, microlearning online training repositories, and personalized online training paths that fall into the AI framework. For example, the AI system can easily recommend existing resources based on a learners’ assessment scores or job duties. All of the building blocks are in place, allowing the system to focus on content delivery and data analysis.

Can You Trust Intelligent Virtual Assistants? — from nojitter.com by Gary Audin
From malicious hackers to accidental voice recordings, data processed through virtual assistants may open you to security and privacy risks.

Excerpt:

Did you know that with such digital assistants your voice data is sent to the cloud or another remote location for processing? Is it safe to talk in front of your TV remote? Are you putting your business data at risk of being compromised by asking Alexa to start your meeting?

Thanks, Robots! Now These Four Non-Tech Job Skills Are In Demand — from fastcompany.com by Christian Madsbjerg
The more we rely on AI and machine learning, the more work we need social scientists and humanities experts to do.

Excerpt:

Automation isn’t a simple struggle between people and technology, with the two sides competing for jobs. The more we rely on robots, artificial intelligence (AI), and machine learning, the clearer it’s become just how much we need social scientists and humanities experts–not the reverse.

These four skills in particular are all unique to us humans, and will arguably rise in value in the coming years, as more and more companies realize they need the best of both worlds to unleash the potential from both humans and machines.

Oh…that should be no problem for people. Just master these 5 peak performance zones.

On 02/23/2018, in 21st century, Artificial Intelligence / Machine Learning / Deep Learning, career development, change, computer science, Daniel S. Christian, disruption, platforms, programming, reinvent, robotics, society, staying relevant, surviving, workplace, by Daniel Christian

From DSC:
My comments below are not meant to bash anyone at the Institute for the Future (which I really respect) nor at MIT Technology Review, in fact I recently posted an item from the latter organization that I thought was great. But looking at the list below, I can’t help but think, “Oh…that should be no problem! Geez that’s easy! ………NOT!”

As people lose their jobs to AI, robots, bots, algorithms, automation and the like — and try to reinvent themselves — many people won’t have the skills, interests, aptitudes, funding, background/prior knowledge, etc. to carve out their niches, to find out how to build teams that utilize robots and AI, and to make sense of complex systems. How many of us truly understand the world we’re living in these days? No one does.

Again, no problem on mastering these 5 peak performance zones. Easy peazy lemon squeezy. Geeez. (Please hear the intense sarcasm dripping off my comments.)

How unrealistic can we get? It’s like saying, “Everyone can learn to code. No problem.” That’s not true at all, especially given the current state of computer programming. Many (most?) people simply don’t think that way. That’s why programmers are always in demand and they are often highly paid. Why? Because most people don’t want to do it, can’t do it, or choose not to do it.

Please, let’s get realistic.

From the 2/22/18 e-newsletter from MIT Technology Review

The five skills you need for jobs of the future

The Palo Alto-based think tank Institute for the Future partnered with software company Cornerstone OnDemand to produce a report that identifies 15 skills that workers need to succeed in the workplace of tomorrow. They fall into five main buckets:

Make yourself known through reputation management: Carve out your niche and brand across a variety of platforms to distinguish yourself from the crowd.
Master human and machine collaboration: Know how to build teams that utilize robots and AI, as well as humans.
Build your tribe: Personal networks and social connections will take you to the next level in a tech-focused world.
Make sense of complex systems: The ability to be creative and connect the dots between different industries and organizations will be rewarded.
Build resilience in extreme environments: Learn to thrive in more a risk prone society and build yourself new safety nets.

“To be fit for this future, you need to master five peak performance zones. These are the basics of future fitness for everyone. No matter what your own personal mission in life is, these are the workout zones that will get you ready to face whatever comes next.”

Learning Ecosystems

Design Thinking: A Quick Overview [Dam & Siang]

Microsoft now offers AI courses as a skill for your CV [Vincent]

“Experience Virtual Reality on the web with Chrome ” + other items on AR and VR

235 emerging technology trends that will influence business, government, education, media & society in the coming year. [Future Today Institute]

Scientists Are Turning Alexa into an Automated Lab Helper [Condliffe]

Oh…that should be no problem for people. Just master these 5 peak performance zones.

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