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Betteru Education Corp. $BTRU.ca – E-learning is changing #India’s mindscape #adtech $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 4:53 PM on Thursday, November 29th, 2018

SPONSOR: Betteru Education Corp. BTRU: TSX-V Connecting global leading educators to the mass population of India. BetterU Education has ability to reach 100 MILLION potential learners each week. Click here to learn more

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  • Vamsi Krishna, CEO & co-founder of Vedantu, told Mint that his Bangalore-based e-learning company had managed to raise  $11 million in a Series B funding round
  • Vedantu, an interactive online tutoring platform where teachers provide school tuitions to students over the internet, using a real-time virtual learning environment named WAVE, a technology built in-house

Moneycontrol News @moneycontrolcom

On November 24, 2018,  Vamsi Krishna, CEO & co-founder of Vedantu, told Mint that his Bangalore-based e-learning company had managed to raise  $11 million in a Series B funding round. Vedantu is of course  an interactive online tutoring platform where teachers provide school tuitions to students over the internet, using a real-time virtual learning environment named WAVE, a technology built in-house.

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Vedantu, which means ‘knowledge network,’ offers learning flexibility with group sessions costing Rs 50-150 and a private session priced at Rs300-600. The fresh repository of funding will help the company expand and penetrate tier 2 and tier 3 where their group sessions are already doing well. The app already services 80 cities including Bengaluru, Mumbai and Delhi, and also caters to students from 36 countries and 1,200 cities, Vedantu at present tutors students from 6th to 12th grade and visualises in the near future, its entry into the GMAT and GRE competitive space.

And in a technological development initiative that will truly push e-learning beyond the regular methodolgies, the company will aim to make the sessions more personalized by tracking the student’s attention span and concept understanding using machine learning, facial recognition etc.

In this Moneycontrol Deep Dive podcast, we will examine the boom in the e-learning business-scape in India.

According a joint study by Google and KPMG, the online education sector in India is estimated to grow at a compounded annual growth rate (CAGR) of 52 percent to $1.96 billion by 2021. But coming back to the Vedantu story.

Krishna is a graduate of the Indian Institute of Technology-Bombay and founded the company in 2014 with Anand Prakash and Pulkit Jain. Mint recalls how they had previously co-founded Lakshya where they also taught.

Even though, Lakshya mentored more than 10,000 students and trained more than 200 teachers, its brick-and-mortar coaching center, was sold to MT Educare Ltd in 2012.

Krishna told Mint, “Even though Vendantu is a four-year-old company, the idea was born while we were at Lakshya. We wanted to bring good teaching to every student, which would have taken a very long time in a brick-and-mortar setting. So we decided to sell Lakshya and develop the tech for our new company,”

The idea that brick and mortar structures are obsolete for expansive learning is at the core of the e-learning boom in India.

Learning without barriers

 Not just Vedantu, but most e-learning businesses including Byju’s (Think & Learn Pvt. Ltd) and Unacademy (Sorting Hat Technologies Pvt. Ltd) understand the limitations of conventional teaching and learning and the potential of technology driven educational models that can reinvent themselves to keep up with the evolving needs of the students.

Technology has undoubtedly a wider reach than brick and mortal structures and says Mint, “Investors are betting big on such content start-ups because they can reach the 200-300 million new internet users from tier 2 and tier 3 cities. More than a dozen content deals that together amount to over $400 million are expected to be closed before the end of the year.”

And Vedantu is not the only one to benefit from this boom. Unacademy has raised a neat $21 million in a Series C round and Byju’s is set to raise $200-300 million from private equity giant General Atlantic. Mint reported in September. We quote, “In addition, Byju’s is expected to be valued at $3.5 billion, which will make it India’s fourth most valuable start-up behind digital payments firm Paytm (One97 Communications Pvt. Ltd), cab-hailing service Ola, and budget hotel chain Oyo Rooms.”

Low investment, high returns

 The upsurge in e-learning enterprises could partly be attributed to inexpensive data costs and the increased access  to high-speed internet  and with half a billion more Indians expected to be online for the first time in the near future , there is no reason to think small.

Others big dreamers in this space apart from Vedantu, Byjus and Unacademy are Meritnation, Cuemath and Toppr. The numbers speak for themselves.

Post the reports in October that e-learning giant Byju’s may achieve 4th rank in India’s startups class, founder Byju Raveendran claimed his company was among the few profitable Indian unicorns. What is a unicorn in business terms?

Well, it is a privately held startup company valued at over $1 billion. The term was coined in 2013 by venture capitalist Aileen Lee, choosing the mythical animal to represent the statistical rarity of such successful ventures. And Raveendran was not being immodest because in June, the company  touched ₹100 crore in monthly revenue and raised its annual revenue target to ₹ 1,400 crore.

The brand’s burgeoning success is now a Harvard Business School case study.

Mint had first reported in July and September that Byju’s was in talks to raise fresh funds at a valuation of over $2 billion. Since then, investor demand has increased even more.

“Byju’s is part of a small but growing number of tech startups that have rapidly grown their businesses and consistently attracted blue-chip investors. In July 2017, Byju’s raised about $40 million from Tencent Holdings Ltd, months after raising $30 million from Verlinvest. S

ince starting out in 2008, Byju’s has raised over $240 million from Tencent, Verlinvest, Chan Zuckerberg Initiative, Sequoia Capital, Lightspeed Venture Partnersand Aarin Capital, among others,” said Mint.

Bridging the infrastructure and quality divide

 It goes without saying that that education in India has not dispersed quality in equal proportions.  As Roman Saini, co-­founder and chief educator of Unacademy wrote in the Hindustan Times on November 8, 2018 and we quote, “The education divide in India with respect to quality and accessibility has existed for far too long. It is difficult for the existing physical infrastructure to meet the learning needs of the burgeoning population of our country which will touch 1.5 billion by 2030 and 1.7 billion by 2050 (equal to the population of China and USA combined). Digital is gaining acceptance across numerous sectors and it is only right that the education sector too reaps benefits of this digital transformation.”

As he points out, there are barriers created by inadequate infrastructure, concentrated content and language issues that prevent large numbers of knowledge-hungry demographics from the benefits of a global education.

As he says, “It is impossible to have great teachers in each and every village/district in India. Similarly, the best teachers should not be restricted to certain institutes of the world. This is where e-learning comes in. It can level the playing field for all students. Students, in both rural and urban areas, can get access to the best learning resources, learn at their own pace and in the comfort of their own homes. Another key advantage with e-learning is that it is much easier to design courses with the latest online reference material than publishing crores of books.”

The possibility that online education could benefit India’s youth, that forms more than 50% of the population, is exciting for e-learning entrepreneurs, educators and potential learners.

New methods of teaching

 Class room learning has its benefits and drawbacks but e-learning expands the scope, depth and reach of information with tools like gamification, that Roman says will ensure in the future that the learning process is more interactive and fulfilling.

And e-learning does not have to be impersonal because live online interaction between the students and educators can offer attention and connection that is not just virtual.

Roman says, “The role of AI and technology in all of this will be huge. AI Bots can act as study assistants that will accompany you along your learning journey. It will know your strengths and weakness inside out and will even recommend what you should read on a given day to maximise your learning outcomes.”

Byju Raveendran, of Byju’s believes e-learning can develop and inculcate personal initiative in students and that bodes well for their future success as opposed to the “spoon feeding” that conventional education dispenses.

He is a living example of personal initiative and told Mint in April 2017, that even when he was not an education entrepreneur, he was known for pre-exam hacks and short cuts that made him an exceptional student.

And good students more often than not turn out to be good educators.

After nailing a perfect score in CAT twice and after turning down interview calls from all the Indian Institutes of Management (IIMs), and working abroad for a couple of years, he decided to take six months out to see what would happen if  what he had learnt was taught with a structure.

So successful was his module, recalls Mint, that Raveendran started conducting workshops on the weekend, with the classes growing in popularity. When one classroom wasn’t enough to accommodate students, he booked an auditorium with a seating capacity of 1,200. From jetsetting across India to teach, he decided to take his modules to students and a success story was born in 2011.

At the core of his teaching module and business model is not derivation but independence, logic and life skills.  Soon he started using a video format. Today as Mint informed, his high-production-value videos and content caters to the K-12 (kindergarten-Class XII) segment, with more than 500 members in the research and development team.

Big numbers that keep getting bigger

 The e-learning entrepreneurs know that they are on to something. As Mint reported, “There are about 20 million children between Classes VI and XII in India who have access to the Internet and take private coaching classes, which translates to an addressable market opportunity of about $2.5 billion, according to research by consulting firm RedSeer Consulting.”

Not surprising then that since launching in 2015, the Byju’s app has had more than six million downloads. It had 3,20,000 active users as of November last year. The number of people who buy its premium service is growing every month, claims the firm.

The paper also quotes Kunal Walia, founder and managing partner at Khetal Advisors, a Bengaluru-based investment bank that has worked with multiple education start-ups, “A great company will be converting anywhere around 8-12 percent of people who try out their app. 8-12 percent is a fairly high number given the fact that in education your ticket sizes are larger as well. You’re no longer selling a Rs500-product or a Rs 200-product, you’re selling a product which runs into thousands of rupees. Also, with education, unlike most of the sectors, the repeat rates are very high. For example, a student would start with Byju’s in the sixth standard or seventh, so Byju’s is looking at a four-year or seven-year timeline in certain cases, where they can continue to tap into the same user.”

The B2C gameplan

 Not just Byju’s, but many successful e- learning initiatives have gauged the business-to-consumer (B2C) market effectively by making their services user and cost friendly so that both children and parents are convinced by the apps ability to deliver and engage.

Personalising virtual learning is a big part of that. Byju’s for instance has designed personalized learning through what it calls a “knowledge graph”. Mint informs that with this, the app learns which concepts a student may need more practice at, and adjusts learning plans accordingly.

Raveendran also told Mint and we quote, “Our product and go-to-market are both targeted at students. B2C is our only channel. We’re not trying to change the system. It can easily coexist with the system. It’s not a replacement of teachers.”

Byju’s offline presence also helped in gaining parents’ trust in the brand, according to Walia of Khetal Advisors.Byju’s dream is to take education deeper and try and bridge India’s rural and urban divide and to create a learning culture where students learn and not just memorize. And develop a life-long thirst for knowledge that was earlier restricted by the fear of exams.  The Byju’s smartphone app—and portal apart from offering study material for classes 4-12, also offers help to succeed at competitive exams like JEE, NEET, CAT, IAS, GRE and GMAT.

The positively disruptive force of e-learning

 In August this year, Priya Singh wrote in Sunday Guardian just how digital technology has proved to be a disruptive force for the education sector, changing the old paradigms of teaching and helping create the climate for more personalised forms of learning.

The reason why e-learning apps are growing popular in India is because they are challenging one dimensional teaching and  emphasising “method” over the expertise of teachers, she wrote and added, “According to this new model of education, driven for the most part by digital technology, the teacher is sidelined, as content—as learning—takes centre stage.”

She also cites Byju’s success to prove her point, she cites the numbers that deserve to be repeated here. The platform now has over 22 million registered users, 1.4 million paid subscribers, an addition of 1.5 million registered users every month, more than 100% growth and the pride of becoming the first Asian company to get investment from the Chan Zuckerberg Initiative, the philanthropic organisation founded by Facebook’s boss Mark Zuckerberg and his wife Priscilla Chan. And all this was achieved in just three years.

The article informs also how the disruptive presence of technology has also educated teachers to adapt to the changing learning environment.

Not surprisingly then some platforms are not content with offering supplementary modules but also short-term degree courses.

We quote, “One such example is Simplilearn, an online certification and training platform with offices in Bangalore. They offer online courses in cyber security, cloud computing, project management, digital marketing and data science among other subjects. “

The possibilities of learning online are inexhaustible and  Coursera, a California-based online learning platform that offers certified courses from the world’s best universities—including Yale, Princeton and Stanford—has been adding rapidly to its subscriber base in India, informs the piece.

Raghav Gupta, Director, India and APAC, Coursera told the Sunday Guardian, “India has a lot to gain from online learning. About one million people enter the workforce every month with no guarantee that they will have the competencies to succeed in jobs of the future. Even as technology renders many skills obsolete, online learning will be the transformative force that empowers millions to acquire new skills. We see this trend reflected in our growth in India. We now have 3.3 million Indian learners on the platform, while adding 60,000 new users every month. Our platform is giving employers and professionals the much-needed opportunity to access the best and most relevant content the world has to offer and learn the skills needed to compete in the new economy.” Unquote.

Another big player, says the piece, is edX, a “massive open online course” (MOOC) platform, founded by the Massachusetts Institute of Technology and Harvard University. It offers courses on subjects like artificial intelligence, machine learning, data science, business and management, leadership, soft skills, and so on.

We quote Amit Goyal, Head, India and South East Asia, edX, “Lack of employer recognition and academic credits are the sonic barriers of online learning in India and the world. Companies like edX are now offering university credits for their online programmes. For example, edX credit-backed MicroMasters programs can be taken completely online, and every programme leads to an on-campus master’s level credential at an accelerated and cost-efficient manner. Students can save approximately 20-50% of their on-campus degree time and money after completing edX MicroMasters programme.”

India incidentally forms the second largest learner base for edX, after the USA.

And Goyal believes, e-learning is going to bridge the digital divide in India and that educational institutes who may not afford high-quality teachers can increase their teaching standards by referring to online courses taught by world-class professors and adopt flip-learning pedagogy.

Observers and most e-learning businesses know that classroom learning cannot be replaced but it can be updated.

The piece quotes Divya Gokulnath of Byju’s, “Technology has played a key role in disrupting this sector and will continue to shape the teacher-student relationship by offering better accessibility, distribution and formats of delivery.” The combined power of artificial intelligence, machine learning and data analytics, she says will reshape learning.

The potential for growth is endless

 A piece published in India Today by Varun Saxena, Founder, Career Anna another online learning platform cited a report by KPMG, that the Indian online education industry will register a 6X growth in 2021. From 1.6 million users in 2016, it will grow to 9.6 million users by 2021. It will also be worth $1.96 billion.

“Projections show that the e-learning market worldwide is forecast to surpass 243 billion US dollars by 2022. It clearly shows that e-learning has become a global trend, and more and more people are preferring it over traditional classrooms,” said the article.

One reason for this shift, according to Varun is that the number of jobs involving routine skills — both physical and cognitive — is shrinking, and with increasing automation, newer opportunities are being created every day.

We quote, “Co-branded courses with corporates and educational institutes having live industry projects, real-time mentoring and peer to peer interactions on an online platform, with an exposure to connect with anyone across the globe interested in a same skill set is another main reason to help online learning score a brownie point over traditional learning which limits one to brick and mortar, or to a particular location and city.”

The dream of learning from a Harvard professor in a small Indian town, no longer seems impossible.

Varun sums it up, “Online learning is hence, steadily disrupting the hackneyed chalk and talk’ education system in India because of the immense benefits it has to offer.” Unquote.

The need to connect the unconnected

 Digital education however must expand beyond eager urban markets to regions that do not have ready internet accessibility.

As YourStory stated in a November piece this year, “The Internet has helped us in many ways – from education to entertainment. But what about areas that cannot connect to the internet?”

The answer, the piece informs is Chhota Internet – a Content Access Management Device (CAMD) that can help make education accessible to all.

“In a district of Ghaziabad in Uttar Pradesh, 197 upper primary schools will adopt Chhota Internet to increase learning opportunities for their students. Using this, the schools will be able to access better quality educational material over a WiFi network without using the internet. This digital initiative will also allow schools to focus on each student’s progress and help them design custom-based programmes to further enhance a student’s performance. Digital literacy, when harnessed in a controlled and responsible environment, can help schools find, evaluate, utilise, share and create content using information technologies and the internet.”

Inventions like Chhota Internet thus  can serve as a shot in the arm of  traditional educational system in the rural area and work past issues like lack of internet penetration, shortage of quality teachers etc.

The piece quotes Sandeep Arya, CEO and Chairman of Chhota Internet, “As rural India prepares for a tectonic change in education with the launch of digital classrooms, we need to ensure consistent implementation of digital literacy on a large-scale to ensure quality education. More of this can happen when corporations direct their CSR funds to this cause instead of solely depending upon government funding. Chhota Internet will achieve this by bringing students in rural India abreast with the rest of the world, in terms of providing access to a more advanced system of education that is loaded with the latest technological aids, paving the way for future growth via innovative technology.”

A revolution indeed is not a revolution unless it benefits the ones with the least amount of privilege and hopefully initiatives like Chhota Internet will take e-learning to the farthest reaches of a demographically and geographically diverse country like India.

Source: https://www.moneycontrol.com/news/business/podcast-digging-deeper-e-learning-is-changing-indias-mindscape-3235601.html

 

Betteru Education Corp. $BTRU.ca The Power of Digital Learning #adtech $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 10:22 AM on Monday, November 26th, 2018

SPONSOR: Betteru Education Corp.  BTRU: TSX-V Connecting global leading educators to the mass population of India. BetterU Education has ability to reach 100 MILLION potential learners each week. Click here for more information

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  • According to a joint Whitepaper on the Digital Learning Market in India by Technopak and Simplilearn, the online professional education market in India is expected to grow at a CAGR of 30% to reach US$5.7bn by 2020, from the current US$2bn.
Parinita Gohil
Co-Founder, Learning Delight
November 23, 2018 4 min read
Opinions expressed by Entrepreneur contributors are their own.

You’re reading Entrepreneur India, an international franchise of Entrepreneur Media.

Meet Nisha. A 13-year old student from a small village near Ahmedabad. She was recently introduced to computers and digital learning concepts at the government school she attends, and it piqued her interest. So much so, that it inspired her to create an app of her own, which opened up a whole new set of opportunities for her.

That is the power of digital learning.

In layman terms, digital learning is learning that’s assisted by computers, laptops, tablets and smartphones. While traditional methods of teaching are still in practice, digital learning can help make concepts easier to grasp and implement. This is in no way a tool to replace teachers, but instead to assist them in imparting their knowledge to a larger number of students who have limited access.

In other words, digital learning not only educates, but it also enables; and it empowers all the young lives it touches.

Growth of Digital Learning

The Indian education system, especially that in rural areas is rigged with problems ranging from infrastructural difficulties to a lack of teachers, and orthodox methods of teaching resulting in a high rate of dropouts. With the government’s impetus on Digital India initiatives, however, schools and educational institutions in the country are adopting digital learning tools to their repository. That, combined with the significant rise in internet penetration and the drop in the prices of smartphones in India, access to online learning resources is becoming ubiquitous.

According to a joint Whitepaper on the Digital Learning Market in India by Technopak and Simplilearn, the online professional education market in India is expected to grow at a CAGR of 30% to reach US$5.7bn by 2020, from the current US$2bn. This is setting the foundation for the increasing number of IT jobs that will open up in the next few decades, in fields we cannot even imagine today. Digital learning is definitely a game-changer for education in India but the key to success in this industry will be scalable growth that is based on sound engineering and technology benefits.

Leveraging the Power of Digital Learning

The teaching methodology in most Indian schools today consists of rote learning. In today’s hyper-competitive environment, however, rote learning without comprehension won’t take students far. If we digitize education, there are several ways we can revolutionize the current education system, making learning more effective. Here’s why:

It’s more engaging: Tools such as online assignments and video lectures to digital learning tools makes learning fun and engaging. For teachers as well, evaluation becomes easy through automation of mundane tasks like record keeping, lesson planning and so on. Moreover, with online access to individual student records, educators can offer personalized coaching and advice, or communicate specifics with parents.

It’s inclusive: Digital brings the world closer, even in the classroom. Interaction and collaboration between teachers, students and parents become seamless, as all teaching material and assessments can be brought on an open platform. Not only does this approach promote competency, but it also keeps students more motivated and engaged.

It goes beyond the classroom: Digital education transcends not just the classroom, but borders as well. As education becomes more interactive, students are free to discover exciting prospects in studies and collaborate with faculty beyond their institution. Teachers, on the other hand, can impart knowledge remotely, addressing the concern of lack of qualified educators in the country.

The future of education is digital. Going forward, this field will witness newer developments such as unconventional methods of learning, Gamification of the learning process, the live online interaction between the students and educators, and more, thanks to advancements in AI and technology. Those who seek to learn will find plenty of opportunities to do so, in a manner that is efficient and convenient at the same time.

Source: https://www.entrepreneur.com/article/323708

#India needs reforms in higher #education system to address #tech-induced challenges $BTRU.ca $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 4:30 PM on Tuesday, November 13th, 2018

The institutes of higher learning should shun dated teaching methodologies and redesign the course curriculum by understanding key market transitions amidst the technological advancements.

Amit Kapoor

  • As the world stands on the brink of the Fourth Industrial Revolution, powered by a wide range of new technology breakthroughs such as Artificial Intelligence (AI), Machine Learning (ML), advanced robotics, Internet of Things IoT), Cloud computing and 3D printing, major changes are expected in the labour market globally.
  • There will be reduced demand for middle-skilled workers doing repetitive tasks and increased demand for more highly-skilled workers — and also low-skilled workers doing non-routine work.
  • While many developed countries, such as the US and Japan, as also several European economies, are already experiencing this polarisation, the labour market is also hollowing out in many developing countries, although at a rate slower than the developed world.

In the case of India, this polarisation can be seen in the organised manufacturing sector, where the share of high-skilled occupations in total manufacturing employment increased by more than three percentage points, while the share of middle-skilled jobs decreased by 6.3 percentage points from 1993-94 to 2011-12. Looking at the impact of technological progress on various manufacturing industries, the capital-intensive industries, such as automobile manufacturers, have a greater probability of adopting advanced automation and robotic technologies, compared to labour-intensive manufacturing industries such as textile, apparel, leather and footwear, and paper manufacturers.

Further, in the services sector, particularly in the IT sector, e-commerce, banking and financial services and health care services, there is a huge potential for automation technologies, which would increase the demand for skilled workers and reduce the demand for middle-skilled workers.

However, in India, over 80 per cent of the working population is engaged in low-skilled jobs in the unorganised sector. These low-skilled workers aspire to join the middle-skilled workforce in the organised sector to raise themselves from poverty. However, the changing nature of work due to technology advancements in the organised sector prevents their upward labour mobility and any improvement in their incomes.

Addressing these challenges requires reforms in India’s higher education system. The institutes of higher learning should shun dated teaching methodologies and redesign the course curriculum by understanding key market transitions amidst the technological advancements. This would enable the country to create a workforce which could be placed in the positions demanded by the companies in the digital era and thus bridge the skill gap in the labour market.

However, looking at the current state of higher education in India, one can see that it is not just the quality of the system which needs to be improved. There is also much to be done in terms of the number of students enrolled in the institutes of higher learning.The Gross Enrollment Ratio (GER) in tertiary education in India is 26.9 per cent, which is lower than that of China (48.4 per cent), Indonesia (27.9 per cent) and the Philippines (35.3 per cent), among others.

Further, India’s GER for the male population is 26.3 per cent and 25.4 per cent for females. The GER also varies across different social groups — 21.8 per cent for the Scheduled Castes and 15.9 per cent for the Scheduled Tribes.

There are also wide variations in the number of colleges for higher education across different states in India, with the lowest number of seven colleges in Bihar for every 0.1 million of eligible population to 51 in Telangana and Karnataka. The top eight states in terms of highest number of colleges are Uttar Pradesh, Maharashtra, Karnataka, Rajasthan, Andhra Pradesh, Tamil Nadu, Gujarat, and Madhya Pradesh, which have 28 or more colleges per 0.1 million of the population. The disparity in the distribution of the colleges is also seen across different districts in these states, with the top 50 districts having about 32.6 per cent of the colleges.

In addition to the inequalities existing in the access to institutions for higher education, another issue is that a majority of the students are enrolled in undergraduate level programmes, compared to the Masters and the Doctoral programmes. Moreover, at the undergraduate level, there is a low pass-out rate — out of 2,90,16,350 students enrolled at undergraduate level, only 6,419,639 passed-out in 2017.

It is imperative for the country to address these issues given that the Indian system of higher education faces multiple challenges of low gross enrollment in its colleges and universities, with predominance of students settling on undergraduate studies, along with various socio-economic inequalities existing in access to higher learning. Further, emphasis must be placed on increasing the number of students who pass out of the colleges/universities, along with increasing enrollment numbers.

The technology-induced skill gap which the Indian economy is facing across different sectors is bound to widen with the current higher education system. Change has to be brought from outside the existing constructs. Improvement in the teaching methodology from the traditional lecture courses, accreditation of online courses, along with redesigning the course curriculum to be more industry relevant are some of the ways the technology-led changes in the labour market can be dealt with.

Source: https://www.devdiscourse.com/Article/education/251444–india-needs-reforms-in-higher-education-system-to-address-tech-induced-challenges

Mapping the growth of digital learning in #India #edtech $BTRU.ca $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 10:58 AM on Monday, November 12th, 2018

In a country as diverse as India, along with overcoming the infrastructure barrier, there needs to be a focus on overcoming the barriers of language and content.

 

  • The education divide in India with respect to quality and accessibility has existed for far too long
  • Indian education system has remained more or less the same, since last 150 years.
  • It is difficult for the existing physical infrastructure to meet the learning needs of the burgeoning population of our country which will touch 1.5B by 2030 and 1.7B by 2050 (equal to the population of China and USA combined)

Roman Saini

The education divide in India with respect to quality and accessibility has existed for far too long. The Indian education system has remained more or less the same, since last 150 years. It is difficult for the existing physical infrastructure to meet the learning needs of the burgeoning population of our country which will touch 1.5B by 2030 and 1.7B by 2050 (equal to the population of China and USA combined). Digital is gaining acceptance across numerous sectors and it is only right that the education sector too reaps benefits of this digital transformation.

In a country as diverse as India, along with overcoming the infrastructure barrier, there needs to be a focus on overcoming the barriers of language and content. It is impossible to have great teachers in each and every village/district in India. Similarly, the best teachers should not be restricted to certain institutes of the world. This is where e-learning comes in. It can level the playing field for all students. Students, in both rural and urban areas, can get access to the best learning resources, learn at their own pace and in the comfort of their own homes. Another key advantage with e-learning is that it is much easier to design courses with the latest online reference material than publishing crores of books. With the significant rise in internet penetration and the drop in the prices of smartphones in India, access to online learning resources will soon become ubiquitous.

Today, whether it is finding a new word on Google, or watching a photography video, without realising it, we are already using the internet to constantly learn. A major chunk of learning is already happening on the internet, with the government’s push we can expect it to grow to exponential levels.

The launch of the second phase of the Digital India campaign with a renewed focus on education is a welcome step towards the faster development of the education sector. Online education is also receiving its due importance in the New Education Policy drafted by the Kasturirangan Committee. Massive Open Online Courses (MOOCs) under the government’s SWAYAM initiative have the tremendous potential to make higher education accessible to India’s youth, that forms more than 50% of our population.

The government’s push for e-learning reinforces the efforts of online education providers to empower both learners and educators, create more engaging learning experiences and foster personal development. With the push, students will also realise that the accessibility to great teachers can take their learning to the next level.

Going forward, the e-learning space will witness new developments with respect to unconventional methods of learning. Availability of unique courses across categories will encourage students to expand the breadth of the content they consume. Gamification will ensure that the learning process is more interactive and fulfilling. Students will be able to set goals, measure their progress and celebrate their learning achievements. Live online interaction between the students and educators can offer personalised learning that will benefit students in remote areas as well as overcrowded schools. The role of AI and technology in all of this will be huge. AI Bots can act as Study Assistants, that will accompany you along your learning journey. It will know your strengths and weakness inside out and will even recommend what you should read on a given day to maximise your learning outcomes.

The future of e-learning in India is promising. Location, language and financial resources will no longer be a barrier to a great education.

Source: https://www.hindustantimes.com/education/mapping-the-growth-of-digital-learning-in-india/story-7xNIM3M9yZTwurCt80d6cP.html

Online Education Vs Traditional Degrees: Students Armed With #AI / ML Skills Have An Edge Over The Others #edtech $BTRU.ca

Posted by AGORACOM-JC at 10:41 AM on Thursday, November 8th, 2018

  • In the last few years, India has witnessed rapid changes in the educational technology landscape
  • The spurt of jobs in emerging technologies
  • Artificial intelligence and machine learning has spurred the growth of EdTech companies which are at the forefront of providing cutting-edge skills to young college professionals and undergraduates keen to upskill and re-learn

Bharat Adibhatla

In the last few years, India has witnessed rapid changes in the educational technology landscape. The spurt of jobs in emerging technologies — artificial intelligence and machine learning has spurred the growth of EdTech companies which are at the forefront of providing cutting-edge skills to young college professionals and undergraduates keen to upskill and re-learn. In addition to this, India is also implementing a strategic approach to skills development, aimed for the digital era. There is an increased emphasis on strengthening core competencies in 21st-century skills, digital skills and robotics

So, where does this leave the standard University education which is increasingly being challenged with the rise of MOOCs from EdTech platform? Besides, enterprises have taken it upon themselves to bridge the skill-gap with industry-created programs targeted at programmers and graduates to level up keeping in view the current industry’s demands.

In the face of this ever-changing digital transformation in India, is University education playing catch-up and churning out job-ready students who can compete on the global stage. Currently, India needs to implement skills development plan in a wide range of industry-demand topics such as artificial intelligence, Internet of Things, big data, robotics, material sciences, semiconductors, smart cities/societies, digital competencies, open source learning and intellectual property rights, et al.

In this article, we list down how traditional University education differs from online schools which focus on imparting the digital skills of the future.

Outdated Curriculum

It is not just that the curricula isn’t keeping up with the skills required for the students to be job-ready, many institutes in India are still dependent on the old school, theory-based syllabus. This is one of the key reasons why the freshers’ status quo is a poor match given how certain job types and industries will soon be made redundant by automation.

Budding Technologies

At this moment we are at the pinnacle of technology, we are modelling, building and inventing things which are leaving the past generations spellbound. Technologies such as data analytics, machine learning, user experience designs and artificial intelligence, which were in the sci-fi relm a few decades ago, have actually become a part of our life. But they have not become a part of our education system yet.

Lack of Mentorship

In an earlier article, we spoke about the need for mentorship and its role in shaping life and career of a new data scientist or a budding AI expert. In contrast, traditional university education focuses on merit, grades and bookish knowledge. More modern methods of education, on the other hand, focus on reasoning, questioning and analysing skills — which are much needed in the current scenario.

Transform, Don’t Reform

When there is change, there is only a slim chance where everyone can emerge as a winner. Many jobs in the IT sector are becoming obsolete and so are numerous technologies. On the brighter side, scores of career options are being created in the fields of big data, machine learning, artificial learning and other new tech, and the demand for people with the knowledge of these technologies is only increasing.

Students Lean Towards Byte-Sized Learning Models And Upskilling

For most learners, it is now possible to download smartphone apps that turn complicated subjects into games or squeeze zettabyte-sized lessons in everything from rhymes to coding into ten-minute talks or even quantify various non-curriculum activities as work-related training. Applications and programmes such as Coursera, Udemy, Lynda, Alison, Bright storm, Howcast, Code Academy, TED, Big think, Open education Consortium and Edx, among others, are the leading platforms for online learning.

These websites and programmes give a scope for a wide range of subjects, technologies and career options for the people who are having the zeal to learn through digital mode. While these technologies are effective tools to acquire specific skills, there’s another pressing and universal issue: The future is digital, and anyone whose skills are outmoded, will be left behind. In a survey conducted by Deloitte US, the results showcased that 75 percent of school-going children wanted to learn outside the classroom. They preferred smartphones, tablets and personal computers to learn, rather than traditional methods.

Enterprises Forge Partnerships With Edtech Companies

Large global organisations are already struggling with the lack of talented employees with the right types of skills to keep up with the competition. At the same time, digitisation is affecting traditional teaching system in ways so rapid and profound that it could be described as an extinction event. Daphne Koller, one of the founders of Coursera, stressed this point in one of her TED talk. She highlighted how Coursera gave chance to millions around the world a platform to learn technologies from their home and brought a great success in their lives and transformed their careers. These drastic changes in the educational system are hollowing out the middle class and creating a need that cannot be filled by our current systems of learning. Instead, we must work together to address them at a systemic level.

For the last 3 decades, India has been a land of engineers, with budding technical colleges and demand for the service sector. In total india has around 6,300 technical institutions which are approved by AICTE. But the question that most employers till face is: Are these engineers prepared for future challenges?

MOOCs allow the ease of customising education

The biggest advantage of online learning is that it gives us choices to pick a course that interests or impress us. Rather than confining to only one or two, this makes one to use their capabilities of understanding and decision making.

Source: https://www.analyticsindiamag.com/online-education-vs-traditional-university-degrees-ai-ml/

UpGrad acquires job skilling startup Acadview #India #edtech $BTRU.ca $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 2:22 PM on Wednesday, October 31st, 2018

UpGrad, promoted by entrepreneur Ronnie Screwvala, aims to extend its online learning platform to the undergraduate level through the Acadview acquisition

  • Acadview marks Upgrad’s second acquisition in two years
  • Recent transaction marks Upgrad’s second acquisition in two years. It is looking to capture a large chunk of the $20 billion education market in India
Ronnie Screvwala. Acadview marks Upgrad’s second acquisition in two years. It is looking to capture a large chunk of the $20 billion education market in India. Photo: Abhijit Bhatlekar/Mint

New Delhi: Online education startup UpGrad has acquired job skilling platform Acadview Software Pvt. Ltd for an undisclosed sum, UpGrad said in a statement on Monday. UpGrad, promoted by entrepreneur Ronnie Screwvala, aims to extend its online learning platform to the undergraduate level through the acquisition.

Founded in early 2015, Acadview seeks to upskill graduates with in-demand technologies through live online courses and industry projects, enabling better employment opportunities. It claims to have trained more than 3,000 students in 2017.

“UpGrad’s highly engaging online learning solution along with Acadview’s solid presence within the college space in India will allow us to deploy learning solution for college students at a massive scale,” said Screwvala and Mayank Kumar, co-founders at UpGrad, in a joint statement.

Gurugram-based Acadview had raised an undisclosed amount of funding from angel investors in India and the Silicon Valley. It has also partnered with over 80 universities and colleges in north India.

“Equipping students with engaging content, personalized coaching, hands-on experience with real world projects and guidance from subject matter experts in the industry can bring a step change in the quality of workforce available to employers.We believe in UpGrad’s vision, and feel that we have found a perfect cultural fit for our mission,” said Himanshu Batra, founder and chief executive at Acadview.

The recent transaction marks Upgrad’s second acquisition in two years. It is looking to capture a large chunk of the $20 billion education market in India.

Founded by Screwvala, Kumar, Phalgun Kompalli and Ravijot Chugh, UpGrad offers online courses in entrepreneurship, digital marketing and data analytics, among others, for working professionals.

UpGrad competes with foreign online education start-ups, including Coursera and Udacity, and home-grown ventures such as EduReka and Simplilearn.

Mint reported in October 2017 that UpGrad is also looking at to enter foreign markets in West Asia and South East Asia, and had committed ₹300 crore to fund the expansion. The corpus is three times the amount it had invested in the Indian market.

Source: https://www.livemint.com/Companies/If8GzLkcRMUwA5W0D0r1CL/UpGrad-acquires-job-skilling-startup-Acadview.html

betterU Education Corporation $BTRU.ca provides update on US$100M Equity Investment Amendment $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 2:28 PM on Tuesday, October 30th, 2018

Betteru large

  • Announced that it has received an update from GDS Holdings Ltd indicating that they have completed the Amendment as described in a new release issued by the Company on September 26th, 2018
  • According to a written update provided to betterU on October 28th, 2018 by Mr. Kenny Ho, CFO and Chairman of TUC Co. Ltd.,
  • Mr. Ho indicated that he arrived in Tokyo, Japan to review the amendments on Wednesday, October 17th and that they completed the required documents on Friday, October 19th.

OTTAWA, Oct. 30, 2018 — betterU Education Corp. (TSX VENTURE: BTRU, Frankfurt: 5OG) (the “Company”) announces that it has received an update from GDS Holdings Ltd indicating that they have completed the Amendment as described in a new release issued by the Company on September 26th, 2018.

According to a written update provided to betterU on October 28th, 2018 by Mr. Kenny Ho, CFO and Chairman of TUC Co. Ltd., (“TUC”) Mr. Ho indicated that he arrived in Tokyo, Japan to review the amendments on Wednesday, October 17th and that they completed the required documents on Friday, October 19th.  Mr. Ho further indicated in writing to betterU that he has decided to remain in Tokyo until the funds have been released. Mr. Ho expects there will be no further delays yet has not provided betterU with definitive timelines for the release of funds. While Mr. Ho also indicated that he expects the funds to be released shortly, betterU is reluctant to commit to any dates having experienced many previous delays. “While we remain confident in this opportunity, the ongoing delays and missed timelines provided by TUC have proven to be difficult in managing market expectations. Our focus has been and continues to be on the development and growth of betterU,” said Brad Loiselle, President/CEO of betterU.

As previously announced on October 15th, 2018, betterU entered into an agreement with AIP Asset Management Inc., (AIP) for an investment of $2.5 million to support ongoing operations and growth until the TUC funding is received. AIP and betterU are currently working through all the definitive agreements in connection with this.

NEITHER THE TSX VENTURE EXCHANGE NOR ITS REGULATION SERVICES PROVIDER (AS THAT TERM IS DEFINED IN THE POLICIES OF THE TSX VENTURE EXCHANGE) ACCEPTS RESPONSIBILITY FOR THE ADEQUACY OR ACCURACY OF THIS NEWS RELEASE.

About betterU

betterU, a global education to employment platform, aims to provide access to quality education from around the world to foster growth and opportunity to those who want to better their lives. The company plans to bridge the prevailing gap in the education and job industry and enhance the lives of its prospective learners by developing an integrated education-to-employment ecosystem. betterU’s offerings can be categorized into several broad functions: to compliment school programs with flexible KG-12 programs preparing children for next stage of education, to provide access to global educational opportunities from leading educators, to foster an exceptional educational environment by providing befitting skills that lead to a better career, to bridge the gap between one’s existing education and prospective job requirement by training them and lastly, to connect the end user to various job opportunities.

www.betterU.ca and www.betterU.in

Neither TSX Venture Exchange nor its Regulation Services Provider (as that term is defined in policies of the TSX Venture Exchange) accepts responsibility for the adequacy or accuracy of this release.

This press release may contain forward-looking statements and information, which may involve risks and uncertainties. The results or events predicted in these statements may differ materially from actual results or events. Factors that might cause a difference include, but are not limited to, competitive developments, risks associated with betterU’s growth, the state of the financial markets, regulatory risks and other factors. There can be no assurance or guarantees that any statements of forward-looking information contained in this release will prove to be accurate. Actual results and future events could differ materially from those anticipated in such statements. These and all subsequent written and oral statements containing forward-looking information are based on the estimates and opinions of management on the dates they are made and expressly qualified in their entirety by this notice. Unless otherwise required by applicable securities laws, betterU disclaims any intention or obligation to update or revise any forward-looking statements, whether because of new information, future events or otherwise. Readers should not place undue reliance on any statements of forward-looking information that speak only as of the date of this release. Further information on betterU’s public filings, including their most recent audited consolidated financial statements, are available at www.sedar.com.

For further information, please visit  https://ir.betteru.ca/investor-overview/press-releases/

On behalf of the Board of Director,

better Education Corp.
Brad Loiselle, CEO
For further information:
Investor Relations
1-613-695-4100 Ext. 233
Email: [email protected]

#Edtech Startup #Eupheus Learning Raises Investment From Sixth Sense Ventures #India $BTRU.ca $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 10:17 AM on Tuesday, October 30th, 2018

Edtech Market In India

  • According to a report by the India Didactics Association, the online education industry in India is projected to grow almost eight times to hit $1.96 Bn by 2021.
  • The industry is currently valued at $100 Bn.
  • Report also stated that the number of paid users in the segment is expected to grow six-fold to reach 9.6 Bn by 2021.

Mumbai-based venture capital firm Sixth Sense Ventures has reportedly invested an undisclosed amount in Delhi-based edtech startup Eupheus Learning.

According to reports, the venture capital firm had also invested in the startup earlier this year, in March. With this, Sixth Sense Ventures, which focuses on early-stage consumer-focused companies, has become the owner of an about 44% stake in the startup.

Including this investment, Sixth Sense’s total investment in Eupheus is at present pegged to be between $2.04 Mn and $2.45 Mn (INR 15 Cr–INR 18 Cr).

The startup is also aiming to expand over 4000 schools across India by March 2019.

Eupheus: Bridging The Classroom-Home Learning Gap

Eupheus Learning was founded in 2017 by Sarvesh Shrivastava, Rohit Dhar, Ved Prakash Khatri, and Amit Kapoor.

The company aims to close the gap between classroom and home learning by offering  technology-led solutions in the Pre-K to Class XII market.

According to reports, Eupheus has already partnered with publishers and edtech firms to provide differentiated tech-enabled solutions to more than 1,500 ICSE and CBSE board schools in India. Some of the schools it has been working with include the Narayana Group of Educational Institutions, the GD Goenka Group, and the Delhi Public School Society, among others.

While speaking with ET, Sixth Sense Ventures’ founder Nikhil Vora said that the startup is also planning to introduce global programmes in schools across boards and classes as it seeks to partner with  the board which administers the Test of English as a Foreign Language (TOEFL) examination.

The platform had also raised an undisclosed amount of funding in March from Sixth Sense with an aim to expand its presence to south India.

Edtech Market In India

According to a report by the India Didactics Association, the online education industry in India is projected to grow almost eight times to hit $1.96 Bn by 2021. The industry is currently valued at $100 Bn.

The report also stated that the number of paid users in the segment is expected to grow six-fold to reach 9.6 Bn by 2021.

Edtech companies use technology to solve problems with the help of artificial intelligence (AI), machine learning (ML), and big data. With the projected growth in this segment, several edtech startups have come up and are trying to make their presence felt in the space.

What makes Eupheus Learning different is the audience that it caters to. While most other such startups offer technical courses, Eupheus focuses on school students.

However, it is not the only player catering to the K-12 learning space. There are others such as LogicRoots, BYJU’s, IMAX Program, and Vedantu as well.

In March,  BYJU’S was announced as the 13th Indian startup to join the unicorn club. Further, BYJU’s was reportedly in talks with SoftBank and other investors to raise a funding of $200-250 Mn for global expansion.

As a part of its expansion plans, it also acquired maths learning startup, Math Adventures for an undisclosed amount, this year.

With an increasing number of startups developing technology-enabled offerings and looking to scale up their presence in India, one can expect positive growth in the edtech market in the coming years.

Source: https://inc42.com/buzz/eupheus-learning-raises-investment-from-sixth-sense-ventures/

Emerging trends in #EdTech- A look at the EdTech landscape #betterU $BTRU.ca $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 10:07 AM on Friday, October 12th, 2018
  • EdTech market is expected to touch $1.96 Bn by 2021, with close to 9.6 Mn users, from $247 Mn and over 1.6 Mn users in 2016
  • New innovative technologies are triggering a wave of transformation in the Indian education and learning sector – both regarding the content and the delivery
By: Anushree Sharma

For long, learning has been administered by traditional pedagogical techniques. However, the continuous changes in technology have changed the entire paradigm of learning and development at corporates. The rapid integration of technology in learning has made the educational technology sector (EdTech) as a promising market not only in the world but India too. A recent report by KPMG and Google highlights that the EdTech market is expected to touch $1.96 Bn by 2021, with close to 9.6 Mn users, from $247 Mn and over 1.6 Mn users in 2016.

 

 

For several years now, innovations in EdTech have impacted how business professionals want to learn. EdTechs such as virtual classrooms, mobile devices, digital readers, on-demand video, online gaming, and cloud-based LMSs have fed the market that has been, and continues to be hungry for innovation. Traditionally, most investments for product innovation in EdTech were focused on the higher education market. But recently, investors have looked across the traditional market boundaries beyond higher education and toward corporate training.  In fact, according to a study, the global investments in educational EdTech in 2017 crossed $9 Bn, a 30 percent jump from 2016. It was also reported that 813 different EdTech companies received funding last in 2017. One of the critical drivers for rising interest in EdTech can be the adoption rate of new technologies by the millennial community. Millennials entering the job market bring a new set of expectations on how to learn and collaborate. Hence, investment is flowing into the EdTech market at an unprecedented level.

 

                                        According to Metaari advanced learning technology report 2017, over $3.79 Bn was invested in corporate-facing educational technology companies in 2017, trailing consumer-facing companies by $60 Mn. Corporate training and education buyers across the globe are migrating rapidly away from legacy products like self-paced courseware and are now avid buyers of psychometric Game-based Learning, AI-based Learning, Cognitive Learning, and Mixed Reality Learning (that includes both VR and AR-based products).

People Matters reached out to the leaders in the EdTech industry and understood the evolution, trends, and challenges in EdTech. Here are the key findings:

Evolution of Learning Technology

“Competency development and reskilling have become a way of life, not a stage in life.”

 

Raghav Gupta, Director – India and APAC at Coursera

Online learning has evolved significantly beyond its previous reputation for low-quality learning experiences from low tier institutions. The flexible, high quality and affordable nature of the content provided by online learning platforms today are changing the way people learn.

“From a one-for-all approach to the ability to construct one’s learning path.”

 

Nikhil Barshikar, Founder and MD at Imarticus Learning

Over the next few years, EdTech will experience a rapid change in its consumption pattern. From a one-for-all approach, EdTech is now on the brink of personalization to the extent where individual consumers will have the ability to construct their learning paths. AI and Machine Learning will play a significant role in defining this new approach with meaningful recommendations and customized learning journeys.

“EdTech has reinvented the way of delivering learning.”

 

Krishna Kumar, Founder & CEO, Simplilearn

Innovation in technology is changing the way we deliver online education. EdTech is not only making learning affordable and accessible to the deepest roots of the country but has also triggered the upskilling and reskilling phenomena among students and professionals. With the impact of online learning becoming evident, EdTech has gained credibility among the government, industry, and academia which is spurring further mass adoption of this medium of learning.

Emerging trends in EdTech Sector:

In an interview with Coursera, Imarticus Learning, and Simplilearn we found that new innovative technologies are triggering a wave of transformation in the Indian education and learning sector – both regarding the content and the delivery. Here are the key trends in the EdTech sector:

  • Use of emerging technologies like AI, ML, AR, VR:

AR/VR/AI and other emerging technologies will redefine the EdTech space and the online learning experience.

“With an emphasis on skill building across industries and professionals proactively upskilling themselves, trends like hands-on learning, byte-sized learning coupled with gamification, virtual reality, and AI are changing the online learning landscape. EdTech companies need to adopt these trends seamlessly into their learning programs to ensure learners are motivated and engaged to complete their courses targeted with specific outcomes,” says Kumar

Raghav shares, “With the integration of new age technologies like  AI, VR, ML, the learning experience will be more interactive and personalized; resulting in improved access and enhanced learner outcomes.”

  •  Bite-sized or micro-learning modules:

Nikhil shares, bite-sized or micro-learning modules which cater specifically to the content consumption habits of young digital consumers are increasingly gaining traction in the EdTech space. Also, mobile is the preferred channel among young students and professionals to consume online learning courses. Also, mobile is the favorite channel among young students and professionals to consume online learning courses. This is because it allows them the flexibility to access content anytime and anywhere through easy-to-use app interfaces.

  • Personalization: 

Personalization remains a top trend among EdTech firms offering their online learning platforms since it helps to drive maximum user engagement and deliver specially curated content to learners on a variety of subjects and topics.

No doubt, the EdTech industry is brimming with opportunities, but at the same, it is rife with challenges. The most common challenges faced by the EdTech companies and startups are:

Acquisition Cost – Since online training is not bound by geography, neither are its customers which means, the same set of training providers try to attract a specific set of candidates.  This increases the cost of acquiring leads, and therefore, acquisition becomes a significant challenge. “Maintaining a healthy bottom line is EdTech’s Holy Grail,” says Nikhil.

Engagement Rates – MOOCs typically have completion rates of less than 10%. A big challenge faced by all EdTech providers is keeping its learners engaged in the learning lifecycle. Several values added services like projects, coaching and mentoring and gamification techniques are used these days to ensure higher completion.

However, Raghav is of the view that the challenges with engagement rates are diminishing. Raghav says, “Introducing credible degrees continue to be the most transformative credential for career and economic mobility globally. Constantly broadening the portfolio to bring full-fledged online degrees in domains across Business, Data Science, Entrepreneurship, Public Health, and Computer Science would help in elevating the engagement among users.”

Kumar believes that this is the best time for players like them as EdTech is proliferating globally and in India. He shares that EdTech companies need to harness the potential of technology to close the skill gap by delivering training in the latest digital technologies with product excellence and a customer-centric approach.

Source: https://www.peoplematters.in/article/pmlnd/emerging-trends-in-edtech-a-look-at-the-edtech-landscape-19411?utm_source=peoplematters&utm_medium=interstitial&utm_campaign=learnings-of-the-day

This is how online education #edtech websites can make you learn ‘deeply’ $BTRU.ca $ARCL $CPLA $BPI $FC.ca

Posted by AGORACOM-JC at 10:49 AM on Wednesday, October 10th, 2018
What is deep learning? This is how online education websites can make you learn ‘deeply’

Deep Learning has been hailed by businesses across the globe as the next big technology in the realm of data science and artificial intelligence, and rightly so.

Widely used to facilitate automated hearing, image recognition, speech translation and recognition, Deep Learning is the same technology that powers driverless cars, teaching them to recognise signs like ‘stop’ and ‘go’, or to distinguish between a pedestrian and a lamppost.

It also powers voice-controlled functions in electronic devices like smartphones, tablets, or smart televisions.

In an increasingly technology-driven ecosystem, Deep Learning systems can have massive implications for any business, enabling them to take advantage of the massive volume of data they possess to enhance their overall operational efficiency, as well as develop new monetisation models.

What is Deep Learning?

Deep Learning is a machine learning technique which instructs computer show to learn by example, almost exactly like humans do.

Benefits of deep learning:

  • Through Deep Learning models, a computer is taught how to collect and classify information directly from images, text, or sound; these models themselves are guided by neural network architectures and large data sets, which enable algorithms to learn new information through multi-layered processing
  • Although Deep Learning is a specialised subset of Machine Learning, unlike the latter, it can automatically extract relevant information from raw data and perform classifications without any manual intervention
  • Since Deep Learning models run on neural network architectures, they are also usually referred to as deep neural networks
  • The word ‘deep’ separates them from conventional neural networks, which have two to three hidden layers at most. On the other hand, deep neural networks can have as many as 150 layers
  • Deep Learning methods based on neural networks can also perform natural language tasks such as language modelling and processing, part-of-speech tagging, named entity recognition, sentiment analysis, and paraphrase detection, much more efficiently
  • Thus, a key advantage of a deep network is that it can perform tasks with only a single end-to-end model, and without traditional, task-specific feature engineering.

Deep Learning for online learning platforms:

For online education or skilling platforms which own massive databases of visual content, categorising and managing them efficiently is difficult, thereby making all the data unusable.

However, machine learning techniques like Deep Learning help solve this problem, allowing these platforms to organise and classify their database of images.

Thus, by eliminating the need to spend numerous hours on sorting and tagging data manually, deep learning models allow online educational platforms to monetise their visual content and develop comprehensive learning modules.

Considering its wide potential use cases, knowledge of Deep Learning is currently one of the most sought-after skills for digital businesses.

More importantly, though, the demand for this technology presents a massive opportunity for young graduates and professionals to upskill and enhance their career prospects through industry-backed data science courses.

Source: https://www.indiatoday.in/education-today/featurephilia/story/what-is-deep-learning-this-is-how-online-education-websites-can-make-you-learn-deeply-1157476-2018-01-30