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How to Design Lessons Based on Current Research

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How to Design Lessons Based on Current Research

Written by Younes Bensouda Mourri & Adam Hodges

We live in a time of rapidly accelerating advancements in technology. This can be seen in the field of machine translation which, over the course of a few years, has gone from rule-based translation techniques to neural network techniques to the most recent approach known as the Transformer—a novel neural network model developed by Ashish Vaswani and colleagues.

As fields like machine translation rapidly evolve, online courses must teach content that keeps up with the latest advances. How can educators in technology fields incorporate the latest research into their teaching and make complex ideas accessible to learners?

In this article, we illustrate how to apply Coursera’s pedagogy best practices to an approach adopted by the deeplearning.ai team for crafting lessons based on the latest research.

Assessing the Current Literature  

The first step is to assess the research literature to determine what advances are worth teaching. As you read research in your field, ask yourself these three questions.

1. Does the research stand out?

Take, for example, Vasawani and colleagues’ paper, “Attention is All You Need,” in which they introduce the Transformer, a novel network architecture “based solely on attention mechanisms.”

This paper made a substantial impact on machine translation techniques by allowing for faster computation and better results. Previous models relied on a general-purpose encoder-decoder framework. In that previous framework, translating an English sentence (e.g., I am happy because I am learning) into its Arabic equivalent (أنا سعيد لأنني أتعلم) would first require processing “I am happy because I am” before translating the word “learning.” This sequential computation takes time.

The Transformer model introduced a way to use parallel computing to achieve this task much more quickly, representing an important breakthrough in machine translation techniques.

2. Are the ideas useful in industry?

Answering this question allows us to understand the incentives for teaching a new approach.

Prior to 2014, Google used statistical machine translation for their Google translate system and then moved to neural machine translation. But today, their engineers have adopted the Transformer framework. This will have profound impact on how machine translation is used industry-wide as demand continues to grow for effective machine translation tools.

According to Grand View Research, the machine translation market is expected to reach $983.3 million by 2022. Learners entering this market obviously need to be well-versed in the latest machine translation techniques. Since the Transformer model was developed by engineers working at Google who have started to implement it in their own translation systems, the ideas are clearly relevant to industry applications.

3. Will the ideas stand the test of time?

No one wants to spend time learning something that will become obsolete in the next few months. So before deciding whether to teach the latest research, it’s important to consider the value of doing so for learners entering a fast-evolving field.

Vasawani and colleagues’ paper is one of the first research papers to not only introduce parallel computing to machine translation tasks but to also show how to reduce sequential computation in those tasks. It marks a transition into a new era of machine translation.

The foundational nature of the paper means others will continue to build upon its ideas. Teaching the ideas will allow learners to start with a solid foundation in the current state of the art even as the field continues to rapidly evolve.

Developing Assignments and Lectures

Once you’ve identified current research advances you want to incorporate into your course, the next step is to use Coursera’s “backwards design” approach to create a lesson that aligns learning objectives with appropriate assignments and instructional materials.

1. Define the Learning Objectives

Learning objectives should use specific, measurable action verbs to clearly define the desired outcome for learners (e.g., By the end of this lesson, you will be able to apply the Transformer model to a machine translation problem). Once the end goal is defined, then work backwards to develop an assessment that will allow learners to demonstrate that outcome.

2. Create the assessment

Based on the learning objective above, we might create an assessment where learners need to write code for our previously mentioned translation problem—translating the English sentence (I am happy because I am learning) into Arabic (أنا سعيد لأنني أتعلم).

In this task, we want the learners to focus on writing code that brings the most value to the new Transformer model—in this case, we want them to write code that allows for parallel computing in this machine translation problem. To scaffold this task, we might provide them with some starter code. In the instructions, we would direct them to add the code for parallel computing according to the techniques of the Transformer model.

3. Create the lectures

The final step in the “backwards design” process is to devise the instructional materials that will teach the concepts and skills learners need to know to be successful in the assessment.

In our case, we want learners to code a particular part of the Transformer model. So, we need to develop lectures that explain the “self-attention” mechanism and demonstrate how it is used for parallel computing.

The key concepts and skills learners need to know will be presented in videos of 4-7 minutes in length. Each short video lecture will cover a particular idea. When stacked together, they will provide the instruction the learners need to be successful in the assessment and to fulfill the intended learning outcome.

Machine translation is certainly not the only field that is rapidly evolving. All technology educators are faced with the challenge of keeping course content fresh and relevant. Adapt the ideas found here to your own domain of expertise to keep your courses aligned with the latest advances in your field.

Younes Bensouda Mourri teaches courses in Artificial Intelligence, Machine Learning, and AI pedagogy at Stanford University where he is a graduate student. He developed content for Coursera’s most popular Machine Learning and Deep Learning courses.

Adam Hodges, Ph.D., is a Sr. Teaching & Learning Specialist at Coursera. He works with university and industry partners to help them produce effective courses on Coursera.

 

How Eric found a new career path in the midst of tough times

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How Eric found a new career path in the midst of tough times

Eric lost his career, home, and the ability to pursue his degree due to a serious illness. His decision to pursue the Google IT Support Professional Certificate helped him regain his footing.

My name is Eric and I live in the state of Oregon. When I was thirty years old, I decided to go back to school to get a degree in communications. Unfortunately, I had health issues that interrupted my plan repeatedly. As my condition got worse, I lost several jobs as well as the opportunity to finish up school. When I started to feel healthier I made a third attempt to finish my education. At the same time, I also got a job as a sales account manager for a computer company in Salem, Oregon. A few months into the job, I suffered severe intestinal problems and was hospitalized for a week. I wasn’t able to finish school or keep the job.

By the end of 2017, I had lost everything: my house, my savings, everything that mattered most. I spiraled into a dark place. I felt like a failure; I couldn’t finish anything I started. I was really stuck. Around the same time, I learned about the Google IT Support Professional Certificate and decided to enroll in early 2018. The Google program gave me purpose again as well as a goal for me to actually complete at my own pace.  

After many years of feeling like I could never finish anything, my goals to complete my certificate helped change my determination and outlook. It was incredible to finish the program and document my progress on social media. I took my work seriously, and each time I finished a section, life seemed to get a little better.

Sharing my story helps remind me of how far I have come. It gives me the strength to keep going. My advice to those who are struggling would be to find a goal, no matter how small, and to make it a priority.

 

5 essential L&D themes from Coursera Partners Conference

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5 essential L&D themes from Coursera Partners Conference

I recently had the pleasure of attending the 2019 Coursera Partners Conference in London, where we brought together academic, business and tech pioneers in a two-day celebration of learning. Amongst guest speakers were Thomas Friedman, Yale University, the Abu Dhabi Dhabi School of Government, AXA, Novartis, Coursera Co-Founder Andrew Ng, and many more.

Throughout the event, I met with over 40 Coursera business customers who exchanged insights with executive leaders in our enterprise track. The experience and results were truly inspirational, and worth sharing in the spirit of learning.

Here are my five key takeaways:

1. Technological change is outpacing human adaptability, and not just jobs are at stake.

As a result of global competition, AI and technological acceleration, it’s no longer viable to simply do what we did before. Virtually every job is undergoing change and is at risk of being outsourced or automated out (in full or part). We need to adapt to the changes around us or risk being left behind. To do so, we need to engage in smarter learning, collaboration, creativity, and critical thinking. Wherever you are, you need to invest in developing and transforming skills at an increasingly sophisticated rate, as the useful lifetime for a skill continues to diminish over time. Where previous generations could look forward to a future of learn, work, retire, the current world of work is far more cyclical. For many employees the pattern is a more continual flow of learn, work, change, learn, work, change – and with longer life expectancy, this pattern will take us through a longer work journey than ever before.  The concept of lifelong learning has been around for some time, but we’re seeing more and more organizations embracing this philosophy and building a social contract where employees who invest in self-development will have greater opportunities for longevity in the workplace.

2. To stay in the game, L&D leaders must foster a self-learning organization.

Empower your teams to be lifelong learners and you empower lifelong employees. During one of our classroom breakouts, Stephanie Ricci, Chief Learning Officer at Axa, explained, “If you can build a lifelong learning journey that can improve daily work and lifelong engagement, you unlock the secret to success.”

How can we build on our existing foundations to become a self-learning culture?

  • Start with a learner-first mindset, and personalize your employee’s learning paths to their unique needs and career aspirations.
  • Allow them to access their program anywhere, anytime, and try pairing video lessons with interactive assessments, quizzes, and peer-reviewed assignments to offer an intuitive experience.

This is not a simple goal to achieve. Fostering a self-learning culture in many organisations involves cultural change, and learners need guidance, support and encouragement. An individual employee needs both the ability to learn (the right tools, capabilities and environment) as well as the desire to learn. Desire is fundamentally a function of “What’s in it for me?” Why should the employee learn? Identifying motivation is key and there are many reasons that could apply (including job security, internal mobility, longevity, opening up new career paths, greater pay and promotional opportunities).

Linking the value of self-development for the employee in terms they recognise to the value for the business that can be derived from transforming skills creates a powerful connection between intent and outcome. It links employees endeavours to business outcomes, helping individuals to feel their work and their learning is meaningful to their organisation.

Companies who are successful in fostering a self-learning culture will reap considerable benefits. Improvements in staff retention arise from staff feeling their employer is investing in their development and providing options for career growth and change within the organisation. Talent acquisition costs can fall as hard-to-find skills can be grown internally rather than acquired externally. The potential for improvement in business outcomes is also huge — improvements in customer service, leadership, productivity, time to market or market competitiveness — translate to the bottom line driving increased revenue growth and margins.

Watch how Telenor fostered a culture of self-learning here.

3. Transformative learning will close the skills gap more sustainably than micro learning.

Micro learning is a growing trend in the world of L&D, principally intended as an approach to learning to combat the minimal amount of time we have as employees to invest in our own development and ever shortening attention spans. Micro learning is usually associated with foundation content that supports the current operation skills of the organisation. Employees needing a reminder or refresher on a topic relevant to their current role may well access micro learning content on how to build a pivot table or tips for presenting skills (or more likely simply search for relevant content on YouTube).

However, such learning is not going to close the skills gap where what is required is entirely new skills or a significant change to the existing skill set of employees. You can’t teach someone how to be a data scientist by watching a 10-minute video. It requires a significant investment of time — multiple hours of learning, assessments, application of learning through peer reviews and practical application. This is the domain of transformational learning. While at face value it seems a more daunting challenge, many companies are not just embracing transformational learning, they are succeeding in driving a transformational learning culture where employees see learning as part of work, not separate to it. When this is done well, engagement levels can be very high, because the value to the employee of transformational learning is commensurately higher than simply supporting the role they do today. By definition, if learning is not transformative, then neither the individual nor the business is adapting to technological change and the risk of failure increases exponentially over time.

Find out more on identifying and investing in your skills gap with the Global Skills Index, here.

4. Hit pause.

As eloquently articulated by Thomas Friedman, “When we hit pause on a computer, it shuts down.” When we hit pause on a human being, that person starts. Navigating today’s business and personal landscape requires businesses, not just individuals, to reflect, reimagine and re-engineer our skills, and connect with a higher purpose. When we’re engaged with our day-to-day activities at work, there is little opportunity to do this. It’s only by creating space for ourselves within our working time that we establish an opportunity to reflect, to invest in our development, to consider the changing world around us and how we should respond to it. For many organisations this requires a shift in culture and mindset, but building capabilities around adaptability, critical thinking, and application of evolving technology is critical to our survival, both as an individual looking forward to the future of work, and for organisations facing ever increasing global competition and disruptive new entrants to the market.

Build your team’s capability with our AI for Everyone course.

5. The journey is greater than ourselves.

Many business executives I spoke with at Conference expressed a shared sense of mission and purpose with the attending universities. I received feedback that spending time with the education and tech partners of Coursera was inspiring and helped them step back as business leaders, and realize that beyond trying to improve individual companies, we are all on a much greater journey together to transform lives and build a future model for workforce development.

For me, it was inspiring to see how many of our partners share our vision of providing universal access to the world’s best education. At Coursera, we seek to provide life transforming learning to anyone, wherever they are in the world, and are in a unique and privileged position to work with so many leading educational providers and provide access to their incredible training content to consumers, governments, companies and organisations around the world. It is the connection between education partners, learners and customers that drives the greatest change, as each empowers the other.

It’s an incredibly exciting period to be engaged in the world of learning and there has never been a better time to be involved in L&D. Skills development combined with digital transformation are the key drivers for success within the fourth industrial revolution. By focusing on creating a self-learning culture within our organisations, we are also contributing to a global focus on education and lifelong learning which quite simply has the power to make the world a better place.

About the author
Leah Belsky is the Vice President of Enterprise at Coursera, where she runs the company’s business solution team.  She has served on President Obama’s Technology Policy Committee and is a member of the Council on Foreign Relations. She also sits on the Boards of Engine Advocacy and Public Knowledge, leading technology and startup policy organizations that promote freedom of expression, innovation, and access to knowledge. Leah is a graduate of Yale Law School and received her undergraduate degree from Brown University. She loves building, identifying, and scaling amazing teams and products and has served as a GM and leader of teams in sales/BD/revenue, operations, new product development, GTM, engineering, professional services, and international. Leah is based in Mountain View, California.

Leah Belsky is the Vice President of Enterprise at Coursera and runs the company’s business solutions team globally. She is based in Mountain View, California.

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How Much Do You Know About Barbados?

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How Much Do You Know About Barbados?

Can you find Barbados on a map? What else do you know about this Caribbean nation with 290,000 people.

Learning With: ‘Country House Wins Kentucky Derby After Maximum Security Is Disqualified’

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Learning With: ‘Country House Wins Kentucky Derby After Maximum Security Is Disqualified’

Before reading the article:

Did you watch the Kentucky Derby on Saturday? If you did, what is your reaction to what you saw? If you didn’t watch, what have you heard or read about the race’s outcome?

Look at the photo above. Do you think it is unusual to see such a muddy course?

Now, read the article, “Country House Wins Kentucky Derby After Maximum Security Is Disqualified,” and answer the following questions:

1. How does the article explain why it is “little wonder” that the 145th running of the Kentucky Derby ended in “astonishment, controversy and confusion”?

2. Which horse crossed the finish line first? Why was it disqualified?

3. Which horse was then declared the winner? Why is it an “improbable victor”?

4. How did the stewards’ decision to declare a foul in the race make Kentucky Derby history?

5. Who is Flavien Prat? What role did he play in this history-making race?

6. How much money did Country House’s owners receive for the win? If a $2 bet was placed on this horse to win, how much money did the person who placed the bet win?

Finally, tell us more about what you think:

The article also delves into the current state of horse racing in the United States, including the issue of horse deaths at racetracks:

The stakes were already high on Saturday for a declining sport that has quickly become an endangered one. Twenty-three horse deaths over a three-month span at Santa Anita Park in Southern California shut down racing there and produced calls to ban the sport.

Here at Churchill Downs, 43 thoroughbreds were lost to racing injuries since 2016, an average of 2.42 per 1,000 starts, which was 50 percent higher than the national average during the same time.

So it was with racing hearts and fraught nerves that the crowd of 150,729 sent off the field of 19 horses on a rainy day that left the racetrack as sticky as peanut butter and the horses and riders determined to find safe and strategic footing.

Do you think horse racing is ethical? Explain your stance. What, if any, changes do you think need to be made to the sport?

A recent article quotes Walker Hancock, who is the fifth generation of a famous horse racing family whose farm has produced 75 champion horses. He states, “We got to change the public’s perception and clean this thing up if we are going to survive.”

Read the article and identify the reform efforts that are under consideration. Do you think that the American horse racing industry can win back the attention of people who had given up on it or had never liked it in the first place? Why or why not?

Word + Quiz: vacillate

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Word + Quiz: vacillate

1. be undecided about something; waver between conflicting positions or courses of action

2. move or sway in a rising and falling or wavelike pattern

_________

The word vacillate has appeared in 63 articles on NYTimes.com in the past year, including on Feb. 16 in “D’Angelo Russell Is Poetry on the Court. Take It From a Poet” by Kelly Whiteside:

The poet and the point guard have never met. But they see the parallels in their crafts — the push-pull between creativity and pragmatism, between daring and safe.

Before this season, Mikko Harvey, an award-winning poet long enamored of the playing style of D’Angelo Russell, wondered if the Nets would ever find a place for their new point guard, whose imaginative play can vacillate between the beautiful and the boneheaded.

Do you throw the no-look pass for beauty’s sake when a practical pass would do?

_________

Sharpen your business mind with Curtin’s MBA

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Sharpen your business mind with Curtin’s MBA

If you’re progressing steadily through your career, but see yourself in a higher position of influence, you may find that Curtin University’s Master of Business Administration is exactly what you’re looking for. This postgraduate business degree is designed primarily for middle and senior managers looking to step up their career, with more involvement in strategy, ideation and important decision making within their current and future companies.

For professionals in every industry

Students flock to Curtin’s MBA from a variety of different work and academic backgrounds, because it teaches principles that can be applied across any industry. We chatted to two entrepreneurs – Ken Chan from the oil and gas industry, and Russell Friedman from the manufacturing industry – both of whom completed Curtin’s MBA online, and are putting their knowledge to work in their respective industries.

Ken Chan looking out window

Ken Chan – Curtin MBA Graduate and entrepreneur

“As an engineer, marketing doesn’t come naturally” says Ken, “The MBA with Curtin University really made me aware of brand management and marketing”. Ken’s consulting company has reaped the benefits of his new knowledge, and has taught him to more carefully craft and manage his image in the marketplace.

Russell has put his knowledge to use daily at his signage manufacturing company. “One of the things I implement everyday is what I learned in my capstone unit – which was how to structure the organisation, and how to structure [employee] incentives.”

Russell Friedman smiling

Russell Friedman – Curtin MBA Graduate and entrepreneur

What you’ll learn

The MBA will provide students with essential business theory, that offers both a local and international perspective, ensuring that graduates are prepared to work anywhere in the world. There’s a focus on ideas – how to create and critique them, and how to formulate strategies based on these ideas, that are effective in different business environments.

When studied online through Open Universities Australia, the MBA consists of 11 subjects – 7 core subjects, and 4 major subjects.

Core subjects include:

  • Financial and Management Accounting for Business
  • Economics for Managers
  • Human Resource Strategies
  • Discerning Marketing Management

A major in Leadership is available through OUA. Subjects cover such areas as effective management, ethics, and organisational change. To see the full list of subjects, download the course guide on the MBA degree page.


When it comes to choosing the right postgraduate degree, it’s fair to say there’s no going wrong with an MBA. It’s relevant, it’s flexible and when you study with Curtin University, you can be assured you’re getting a quality education that you can take with you across practically every industry, here and throughout the world.

If you’re looking for alternative courses, explore other business degrees and business subjects, at both an undergraduate and postgraduate level – available online through OUA.

Want to chat about your options? Fill out the form on this page and a friendly student advisor will be in touch shortly.

Dental care for Victoria’s most vulnerable

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Dental care for Victoria’s most vulnerable

It was on a local job noticeboard that Melissa came across a dentistry apprenticeship – with encouragement from her parents, she dived right in.

“I remember sitting there thinking, I cannot come to work everyday and watch people having their teeth taken out” laughs Melissa, recalling her first impressions. But luckily, oral health grew on her, and despite shifting roles over the years, Melissa is committed to making her mark in the public health industry.

Melissa on busy street

Melissa is currently working as the Manager of Oral Health Agencies (Western Victoria), for the organisation Dental Health Services Victoria. “We facilitate dental treatment for vulnerable Victorians – low income earners, people that have any sort of concessions, priority access groups” explains Melissa. To succeed in her role, Melissa must have the ability to listen, be patient, and above all, have empathy in order to understand the perspective of patients. “I think everybody has the right to have the best treatment they can afford” says Melissa.

“I remember sitting there thinking, I cannot come to work everyday and watch people having their teeth taken out!”

With the desire to move from hands-on dental assisting, into a more communications-based role, Melissa was drawn to Curtin University’s Graduate Certificate in Health Promotion. The course has helped Melissa to better understand health motivations and behaviours – what drives patients to neglect their oral health, and what techniques/habits can help them get back on track.

Melissa studying with coffee

Studying online through OUA has afforded Melissa the freedom to keep working, and caring for her two children. Initially, she was worried she wouldn’t be able to manage the workload, but she took it slowly one subject at a time, and found that she could load on more as she grew more confident. If life ever gets too hectic, Melissa feels at ease knowing she can put study on hold, and resume when she’s ready.

Melissa sees a master’s degree in her future, but for now, she’s got her sights set on finishing her degree, raising her young children, while doing her part to help people in need achieve the good health they deserve.

Gain knowledge, do good.

If you’re aching to make positive change in the world, set yourself up with knowledge, and get yourself out there. There’s no need to give up your day job to get started, because with Open Universities Australia, you’re free to study online in your own time and space.

Through Open Universities Australia (OUA), you can:

  • Find the right course – Choose from over 270 degrees and 1600 single subjects from universities across Australia.
  • Earn the same degree as on-campus – Enrol through us, then study online with your chosen uni (and graduate with them too).
  • Study, regardless of your history – Start with single undergraduate subjects without any entry requirements.
  • Gain credit towards your degree – Apply for credit for past study or work experience, and finish faster.
  • Feel supported from start to finish – Get help from a friendly student advisor, right through to graduation.

To express your interest in this course, or any that we offer – fill out the form on this page, and we’ll put you in touch with a friendly student advisor. If you’re keen to explore on your own, simply head over to our website to browse the extensive catalogue of courses from universities across Australia.

Related courses through OUA:

Bachelor of Community Health – University of South Australia

Graduate Certificate in Clinical Leadership – Griffith University

Master of Health Care Management – Murdoch University

Master of Leadership and Management in Health Care – Australian Catholic University

5 essential L&D themes from Coursera Partner Conference

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5 essential L&D themes from Coursera Partner Conference

I recently had the pleasure of attending the 2019 Coursera Partners Conference in London, where we brought together academic, business and tech pioneers in a two-day celebration of learning. Amongst guest speakers were Thomas Friedman, Yale University, the Abu Dhabi Dhabi School of Government, AXA, Novartis, Coursera Co-Founder Andrew Ng, and many more.

Throughout the event, I met with over 40 Coursera business customers who exchanged insights with executive leaders in our enterprise track. The experience and results were truly inspirational, and worth sharing in the spirit of learning.

Here are my five key takeaways:

1. Technological change is outpacing human adaptability, and not just jobs are at stake.

As a result of global competition, AI and technological acceleration, it’s no longer viable to simply do what we did before. Virtually every job is undergoing change and is at risk of being outsourced or automated out (in full or part). We need to adapt to the changes around us or risk being left behind. To do so, we need to engage in smarter learning, collaboration, creativity, and critical thinking. Wherever you are, you need to invest in developing and transforming skills at an increasingly sophisticated rate, as the useful lifetime for a skill continues to diminish over time. Where previous generations could look forward to a future of learn, work, retire, the current world of work is far more cyclical. For many employees the pattern is a more continual flow of learn, work, change, learn, work, change – and with longer life expectancy, this pattern will take us through a longer work journey than ever before.  The concept of lifelong learning has been around for some time, but we’re seeing more and more organizations embracing this philosophy and building a social contract where employees who invest in self-development will have greater opportunities for longevity in the workplace.

2. To stay in the game, L&D leaders must foster a self-learning organization.

Empower your teams to be lifelong learners and you empower lifelong employees. During one of our classroom breakouts, Stephanie Ricci, Chief Learning Officer at Axa, explained, “If you can build a lifelong learning journey that can improve daily work and lifelong engagement, you unlock the secret to success.”

How can we build on our existing foundations to become a self-learning culture?

  • Start with a learner-first mindset, and personalize your employee’s learning paths to their unique needs and career aspirations.
  • Allow them to access their program anywhere, anytime, and try pairing video lessons with interactive assessments, quizzes, and peer-reviewed assignments to offer an intuitive experience.

This is not a simple goal to achieve. Fostering a self-learning culture in many organisations involves cultural change, and learners need guidance, support and encouragement. An individual employee needs both the ability to learn (the right tools, capabilities and environment) as well as the desire to learn. Desire is fundamentally a function of “What’s in it for me?” Why should the employee learn? Identifying motivation is key and there are many reasons that could apply (including job security, internal mobility, longevity, opening up new career paths, greater pay and promotional opportunities).

Linking the value of self-development for the employee in terms they recognise to the value for the business that can be derived from transforming skills creates a powerful connection between intent and outcome. It links employees endeavours to business outcomes, helping individuals to feel their work and their learning is meaningful to their organisation.

Companies who are successful in fostering a self-learning culture will reap considerable benefits. Improvements in staff retention arise from staff feeling their employer is investing in their development and providing options for career growth and change within the organisation. Talent acquisition costs can fall as hard-to-find skills can be grown internally rather than acquired externally. The potential for improvement in business outcomes is also huge — improvements in customer service, leadership, productivity, time to market or market competitiveness — translate to the bottom line driving increased revenue growth and margins.

Watch how Telenor fostered a culture of self-learning here.

3. Transformative learning will close the skills gap more sustainably than micro learning.

Micro learning is a growing trend in the world of L&D, principally intended as an approach to learning to combat the minimal amount of time we have as employees to invest in our own development and ever shortening attention spans. Micro learning is usually associated with foundation content that supports the current operation skills of the organisation. Employees needing a reminder or refresher on a topic relevant to their current role may well access micro learning content on how to build a pivot table or tips for presenting skills (or more likely simply search for relevant content on YouTube).

However, such learning is going to close the skills gap where what is required is entirely new skills or a significant change to the existing skill set of employees. You can’t teach someone how to be a data scientist by watching a 10-minute video. It requires a significant investment of time — multiple hours of learning, assessments, application of learning through peer reviews and practical application. This is the domain of transformational learning. While at face value it seems a more daunting challenge, many companies are not just embracing transformation learning, they are succeeding in driving a transformational learning culture where employees see learning as part of work, not separate to it. When this is done well, engagement levels can be very high, because the value to the employee of transformational learning is commensurately higher than simply supporting the role they do today. By definition, if learning is not transformative, then neither the individual nor the business is adapting to technological change and the risk of failure increases exponentially over time.

Find out more on identifying and investing in your skills gap with the Global Skills Index, here.

4. Hit pause.

As eloquently articulated by Thomas Friedman, “When we hit pause on a computer, it shuts down.” When we hit pause on a human being, that person starts. Navigating today’s business and personal landscape requires businesses, not just individuals, to reflect, reimagine and re-engineer our skills, and connect with a higher purpose. When we’re engaged with our day-to-day activities at work, there is little opportunity to do this. It’s only by creating space for ourselves within our working time that we establish an opportunity to reflect, to invest in our development, to consider the changing world around us and how we should respond to it. For many organisations this requires a shift in culture and mindset, but building capabilities around adaptability, critical thinking, and application of evolving technology is critical to our survival, both as an individual looking forward to the future of work, and for organisations facing ever increasing global competition and disruptive new entrants to the market.

Build your team’s capability with our AI for Everyone course.

As eloquently articulated by Thomas Friedman at Partners Conference, when we hit pause on a computer, it shuts down. When we hit pause on a human being, that person starts. Navigating today’s business and personal landscape requires businesses, not just individuals, to reflect, reimagine and re-engineer our skills, and connect with a higher purpose. When we’re engaged with our day-to-day activities at work, there is little opportunity to do this. It’s only by creating space for ourselves within our working time that we establish an opportunity to reflect, to invest in our development, to consider the changing world around us and how we should respond to it. For many organisations this requires a shift in culture and mindset, but building capabilities around adaptability, critical thinking, application of evolving technology and skills evolution is critical to our survival, both as an individual looking forward to the future of work, and for organisations facing ever increasing global competition and disruptive new entrants to the market.

5. The journey is greater than ourselves.

Many business executives I spoke with at Conference expressed a shared sense of mission and purpose with the attending universities. I received feedback that spending time with the education and tech partners of Coursera was inspiring and helped them step back as business leaders, and realize that beyond trying to improve individual companies, we are all on a much greater journey together to transform lives and build a future model for workforce development.

For me, it was inspiring to see how many of our partners share our vision of providing universal access to the world’s best education. At Coursera, we seek to provide life transforming learning to anyone, wherever they are in the world, and are in a unique and privileged position to work with so many leading educational providers and provide access to their incredible training content to consumers, governments, companies and organisations around the world. It is the connection between education partners, learners and customers that drives the greatest change, as each empowers the other.

It’s an incredibly exciting period to be engaged in the world of learning and there has never been a better time to be involved in L&D. Skills development combined with digital transformation are the key drivers for success within the fourth industrial revolution. By focusing on creating a self-learning culture within our organisations, we are also contributing to a global focus on education and lifelong learning which quite simply has the power to make the world a better place.

About the author
Leah Belsky is the Vice President of Enterprise at Coursera, where she runs the company’s business solution team.  She has served on President Obama’s Technology Policy Committee and is a member of the Council on Foreign Relations. She also sits on the Boards of Engine Advocacy and Public Knowledge, leading technology and startup policy organizations that promote freedom of expression, innovation, and access to knowledge. Leah is a graduate of Yale Law School and received her undergraduate degree from Brown University. She loves building, identifying, and scaling amazing teams and products and has served as a GM and leader of teams in sales/BD/revenue, operations, new product development, GTM, engineering, professional services, and international. Leah is based in Mountain View, California.

Leah Belsky is the Vice President of Enterprise at Coursera and runs the company’s business solutions team globally. She is based in Mountain View, California.

 

Coursera and FutureLearn Raise Big Rounds from the Same Investor

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Coursera and FutureLearn Raise Big Rounds from the Same Investor

Last week, Coursera announced their Series E round of $103M, led by Australia’s SEEK group. And this week FutureLearn announced that they raised £50M ($65M) from the same investor. In the case of FutureLearn, SEEK was the sole investor and took a 50% stake in the company.

SEEK group is Australia’s number 1 job matching site and also owns a number of different job related properties around the world. With these investments in two of the largest global MOOC platforms, SEEK is moving aggressively into the global online education space.

Coursera

With this new round of funding, Coursera is now worth more than $1 billion, achieving so-called “unicorn” status. The total amount raised by Coursera now is $313.1 million. The last time the company raised funds was back in June 2017, with a $64 million Series D.

Just a few weeks after the Series D, Coursera announced that Jeff Maggioncalda would become the new CEO, taking over the reins from Rick Levin. Since taking over, Jeff has solidified Coursera’s strategy, while finding a balance between its free-to-audit courses and its paid offerings. In 2018, Coursera reportedly made over $140 million dollars in revenue.

According to Jeff, “The additional funding gives us the resources and flexibility to further expand internationally and to accelerate the development of a learning platform that currently serves 40 million learners, 1,800 businesses, and over 150 top universities.”

To learn more about Coursera’s evolution, check out Class Central’s  Year in Review series.

FutureLearn

Last year, according to the Financial Times, FutureLearn, the UK-based MOOC provider wholly owned by the Open University, was looking to raise £40M. It had hired IBIS Capital to help with the raise, and the Open University had pledged to chip in £10M.

With the £50M investment, SEEK Group has become the joint owner  of FutureLearn along with Open University. The new partnership with SEEK will include contractual arrangements to protect the University’s academic independence, teaching methods and curriculum.

FutureLearn’s revenue touched £8.2M in the last fiscal year (to the end of July).  The last reported investment in the platform was  £13M by Open University, at the end of 2015.

To learn more about FutureLearn’s evolution, check out Class Central’s year in reviews.