Coursera reveals most popular courses in Middle East as it leans into machine learning


Kelsey Warner
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Coursera's enrolment numbers are up sevenfold in the Middle East compared to a year ago, exceeding the global average as the company positions itself to reap the benefits of a huge uptake in online learning.

Covid-19, coding language Python and mental health management were the three most popular subjects in the Middle East on one of the world's biggest online learning platforms, the California company told The National.

There were several reasons for the increase in online learning, Shravan Goli, the California company’s chief product officer, said.

There was “the bigger picture” of the 1.5 billion students Unesco estimated to have had their education disrupted by the global pandemic and now placed into “a forced period of experimentation” for learning.

Then there were those in the workforce, anxious to re-skill in a precarious global economy. This year, economies in the Middle East and Central Asia were forecast to shrink on average by 3.1 per cent, representing a loss of output of $425 billion, according to the International Monetary Fund.

“This has created a lot of uncertainty, fear and anxiety about the potential for job disruption and job loss,” Mr Goli said. “A lot of people are turning to education, and online education especially, to continue to learn”.

In addition to those two factors, comparing March 2020 to the same time last year, there was a more than 750 per cent increase in enrolments for “soft skill” disciplines like social science, the arts, and personal development content among learners in the Middle East on Coursera.

In 2020 so far, Yale University's The Science of Well-Being is the most popular course, both in the Middle East and globally, which is taught as a series of challenges designed to increase happiness and build more productive habits.

“There’s real thirst for information and knowledge that people are feeling safe and healthy from a mental health standpoint, and taking care of their own families as well,” Mr Goli said.

The nine-year-old company, founded by two Stanford University computer science professors, has 55 million users worldwide, 2.8 million of whom are in the Middle East, primarily in Egypt, Saudi Arabia and the UAE, according to Mr Goli.

Coursera is now setting itself up to play a major role in the future of education after Covid-19.

What started as a short-term response to this crisis will become an enduring long-term transformation of higher education.

As schools worldwide cobbled together remote learning curriculums, Coursera rolled out its Coronavirus Response Initiative in March, providing free access to the Coursera course catalogue through Coursera for Campus.

Universities were able to sign up and give their enrolled students access to some 4,000 courses from Coursera's 200 university and industry partners, which include University of London, University of Pennsylvania, Google and IBM.

So far, 2,600 programmes have been launched for universities and colleges, Mr Goli said.

As universities took up Coursera’s offerings, they needed a way to quickly match the courses in their own on-campus catalogues, without having to pour over thousands of courses.

To address this, the company’s data science team developed CourseMatch, and rolled it out in about a month. The solution uses natural language processing to find similarities between Coursera and university courses, generating up to five recommendations on Coursera for each on-campus course, along with a “relevance score”.

CourseMatch can generate recommendations for course catalogues in 100 languages, matching them to the most relevant courses into English or any of more than 50 other languages. If an institution’s catalogue is not yet among the 1,800 available, it can send the information directly to Coursera that will turn around results within two days, according to the company.

Mr Goli predicted that students will return to campus “no matter what”, but education will be a hybrid of classroom and online learning.

“What started as a short-term response to this crisis will become an enduring long-term transformation of higher education.”

UPI facts

More than 2.2 million Indian tourists arrived in UAE in 2023
More than 3.5 million Indians reside in UAE
Indian tourists can make purchases in UAE using rupee accounts in India through QR-code-based UPI real-time payment systems
Indian residents in UAE can use their non-resident NRO and NRE accounts held in Indian banks linked to a UAE mobile number for UPI transactions

The Year Earth Changed

Directed by:Tom Beard

Narrated by: Sir David Attenborough

Stars: 4

MATCH INFO

Rugby World Cup (all times UAE)

Final: England v South Africa, Saturday, 1pm

How to protect yourself when air quality drops

Install an air filter in your home.

Close your windows and turn on the AC.

Shower or bath after being outside.

Wear a face mask.

Stay indoors when conditions are particularly poor.

If driving, turn your engine off when stationary.

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2021 World Triathlon Championship Series

May 15: Yokohama, Japan
June 5: Leeds, UK
June 24: Montreal, Canada
July 10: Hamburg, Germany
Aug 17-22: Edmonton, Canada (World Triathlon Championship Final)
Nov 5-6 : Abu Dhabi, UAE
Date TBC: Chengdu, China

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Sinopharm vaccine explained

The Sinopharm vaccine was created using techniques that have been around for decades. 

“This is an inactivated vaccine. Simply what it means is that the virus is taken, cultured and inactivated," said Dr Nawal Al Kaabi, chair of the UAE's National Covid-19 Clinical Management Committee.

"What is left is a skeleton of the virus so it looks like a virus, but it is not live."

This is then injected into the body.

"The body will recognise it and form antibodies but because it is inactive, we will need more than one dose. The body will not develop immunity with one dose," she said.

"You have to be exposed more than one time to what we call the antigen."

The vaccine should offer protection for at least months, but no one knows how long beyond that.

Dr Al Kaabi said early vaccine volunteers in China were given shots last spring and still have antibodies today.

“Since it is inactivated, it will not last forever," she said.

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Bert van Marwijk factfile

Born: May 19 1952
Place of birth: Deventer, Netherlands
Playing position: Midfielder

Teams managed:
1998-2000 Fortuna Sittard
2000-2004 Feyenoord
2004-2006 Borussia Dortmund
2007-2008 Feyenoord
2008-2012 Netherlands
2013-2014 Hamburg
2015-2017 Saudi Arabia
2018 Australia

Major honours (manager):
2001/02 Uefa Cup, Feyenoord
2007/08 KNVB Cup, Feyenoord
World Cup runner-up, Netherlands

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  • Be wary of other embeds lengthy fact boxes could crash into 
  • That's about it
DEADPOOL & WOLVERINE

Starring: Ryan Reynolds, Hugh Jackman, Emma Corrin

Director: Shawn Levy

Rating: 3/5

GIANT REVIEW

Starring: Amir El-Masry, Pierce Brosnan

Director: Athale

Rating: 4/5

MATCH INFO

Uefa Champions League final:

Who: Real Madrid v Liverpool
Where: NSC Olimpiyskiy Stadium, Kiev, Ukraine
When: Saturday, May 26, 10.45pm (UAE)
TV: Match on BeIN Sports

UAE currency: the story behind the money in your pockets
UAE currency: the story behind the money in your pockets
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Vidaamuyarchi

Director: Magizh Thirumeni

Stars: Ajith Kumar, Arjun Sarja, Trisha Krishnan, Regina Cassandra

Rating: 4/5

 

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Silent Hill f

Publisher: Konami

Platforms: PlayStation 5, Xbox Series X/S, PC

Rating: 4.5/5

UAE players with central contracts

Rohan Mustafa, Ashfaq Ahmed, Chirag Suri, Rameez Shahzad, Shaiman Anwar, Adnan Mufti, Mohammed Usman, Ghulam Shabbir, Ahmed Raza, Qadeer Ahmed, Amir Hayat, Mohammed Naveed and Imran Haider.

UAE currency: the story behind the money in your pockets

Top 5 concerns globally:

1. Unemployment

2. Spread of infectious diseases

3. Fiscal crises

4. Cyber attacks

5. Profound social instability

Top 5 concerns in the Mena region

1. Energy price shock

2. Fiscal crises

3. Spread of infectious diseases

4. Unmanageable inflation

5. Cyber attacks

Source: World Economic Foundation

Teachers' pay - what you need to know

Pay varies significantly depending on the school, its rating and the curriculum. Here's a rough guide as of January 2021:

- top end schools tend to pay Dh16,000-17,000 a month - plus a monthly housing allowance of up to Dh6,000. These tend to be British curriculum schools rated 'outstanding' or 'very good', followed by American schools

- average salary across curriculums and skill levels is about Dh10,000, recruiters say

- it is becoming more common for schools to provide accommodation, sometimes in an apartment block with other teachers, rather than hand teachers a cash housing allowance

- some strong performing schools have cut back on salaries since the pandemic began, sometimes offering Dh16,000 including the housing allowance, which reflects the slump in rental costs, and sheer demand for jobs

- maths and science teachers are most in demand and some schools will pay up to Dh3,000 more than other teachers in recognition of their technical skills

- at the other end of the market, teachers in some Indian schools, where fees are lower and competition among applicants is intense, can be paid as low as Dh3,000 per month

- in Indian schools, it has also become common for teachers to share residential accommodation, living in a block with colleagues

Who's who in Yemen conflict

Houthis: Iran-backed rebels who occupy Sanaa and run unrecognised government

Yemeni government: Exiled government in Aden led by eight-member Presidential Leadership Council

Southern Transitional Council: Faction in Yemeni government that seeks autonomy for the south

Habrish 'rebels': Tribal-backed forces feuding with STC over control of oil in government territory