Rethinking online education

[Music]

education

as a fundamental human right is an

inherently democratic ideal

the word democracy comes from the

ancient greek demos

meaning common people and kratos meaning

power

and throughout history it’s been a

pretty universally recognized concept

that knowledge is power it is precisely

our universal education system

and the free exchange of this knowledge

that has propelled our human society

forward

at a pace unimaginable to our ancestors

but the double-edged sword of this

accelerated pace of change

brought on by modern technologies is

that our modern world is leaving the

majority of people behind

creating a widening gap between the new

knowledge elites

and everyone else we’ve all seen the

news we’re in the middle of a

technological revolution

the internet is all around us and yet it

feels

untrustworthy millions and millions of

people

are being told that in the future of

work they need to re-skill

in order to remain relevant or that

robots might take their jobs

even those of us with university

educations now find ourselves in a

rapidly evolving and uncertain workplace

that we were not prepared for when

online courses debuted in 2011

they purported to be a solution to all

of these problems

by giving the keys to elite education to

anyone with an internet connection

massive open online courses or moocs

promise to democratize knowledge once

and for all

the only problem is nearly a decade

later

that hasn’t happened research compiled

by the international council for open

and distance learning

shows that of all the people who have

ever completed an online course

over 80 percent already hold a

university degree

that men outnumber women at 56 percent

and that amongst individual subjects

such as stem

the typical gender divide still exists

online

now for those of you who work in higher

education or online education

these statistics are nothing new but

when these topics are discussed blame is

typically placed on the very notion that

it’s impossible to reach

or engage with people off campus and

that any sort of

ed tech solution that purports to be

able to do this

should be met with skepticism but what i

would like to argue today

is that traditional institutions and

online course platforms

have actually not attempted to adapt

tertiary education

to the needs of our hectic modern

lifestyles let alone

on attracting typically marginalized

groups and that doing so

can make all the difference what i’m

working on now with my team at reactor

is to rethink online education using

human centered design thinking

that may sound like something a little

bit out of the box but actually

most of the products that we know and

use today were done with design thinking

so why not online education as a very

basic principle

design thinking means to understand

empathize with

and to find your end user ahead of

designing the concept and build of your

product

then everything about your product from

why it exists to what it consists of

to how it is delivered and how it adapts

to ongoing feedback

is centered around considering the needs

and experiences

of your users imagine for the moment the

background of a typical person

looking to upskill or re-skill online or

even somebody who’s just looking to gain

a general understanding of a topic that

they’ve had no prior background in

regardless as to their prior educational

attainment they are very likely to be

time poor

whether they’re job seeking working full

time or taking care of family

they also most likely belong to the 80

percent of europeans who access the

internet primarily on their mobile

phones

mostly using just a few of their

familiar applications

for this person online education needs

to be bite-sized

easily digestible approachable in tone

and feel

and most importantly mobile friendly it

also helps if it’s fun

bringing online education into where it

actually happens in most people’s lives

their free time the vast majority of

online courses today

were designed for full-time university

students

and they are delivered in tone and

format to those

already familiar with and majoring in

their subject areas

but what about the rest of us what about

the over 200 million people

between the ages of 25 and 65 in europe

and the us

alone who do not hold a university

degree

what about people like me with an

educational background in the humanities

a perspective so desperately needed in

technology today

where do we go to feel like there’s

content for us

and how can we all work together to

close the diversity gap in education in

areas like

gender socioeconomic background and

region

in recent years the knowledge gap in

technology especially

has grown even wider and faster than

ever before

we are starting to understand on a

societal level

the consequences that this can have on

everything from creating inclusive

technologies

to maintaining trust in our democracies

to future-proofing

our economies like many others my career

journey to work in tech

was not a linear narrative in my quest

to translate the world around me into a

language that i could understand

i had the great fortune to come across

and now join a project

that is redefining the space of online

learning

my team at reactor education teamed up

with the university of helsinki

to create a free online course called

elements

of ai and now two and a half years on

it’s become somewhat of a global

phenomenon

artificial intelligence is like

electricity

it will shape our world in ways that we

are just now imagining

so our idea was a simple democratic one

if ai like knowledge is power

then it should not be left in the hands

of a few elite coders

but how do you go about taking a subject

at the cutting edge of computer science

and putting it in the hands of citizens

just coming to terms

with digital literacy working with

professor tamuruz

at the university of helsinki we

combined world-class education

with design thinking to create a course

on the basics of ai

specifically aimed at people who are

typically left out of technology

discussions

we gathered focus groups from our target

demographics

and asked them how they felt about the

subject and the way in which it is

delivered

we were told that ai is elitist

confusing

and intimidating that they were over

saturated by information

and they didn’t know where to go to get

clear concise

explanations with practical real world

examples that

anyone could understand understanding

not just the subject

but the delivery we were able to build a

product with a user experience that is

intuitive

just like the other apps and websites

that people are familiar with in their

daily lives

we did all of this with a mobile first

build so that our students could take

the course on their bus ride to work

we worked with copy editors and

designers to make sure that our content

was conversational

and that our graphics are inviting and

approachable

and as anyone who’s ever created a

digital product will tell you

it’s not enough just to create something

and put it online

expecting people to find it the same

goes with online education

particularly if you are trying to

attract typically marginalized groups

who feel left out of that space ahead of

launching the course

we set a public challenge for ourselves

and anyone who would join us

to educate one percent of finland’s

population on the basics of ai

it started with a local social media

campaign called the ai challenge

that grew after we threw a public

ceremony for all of our first graduates

hosted by the president of finland our

growth since

has been completely organic spurred on

by grassroots movements

amongst our students and our global

partners

all aiming to educate people in their

areas who would otherwise

be left out of the ai conversation

with our course we have reached everyone

from presidents

to prisoners to retirees for

us inclusivity means building online

education

for students that other classrooms leave

behind

now featured in over 500 media outlets

around the world

the oecd has cited elements of ai

as one of the reasons finland will

succeed in the 21st century

we are working now to expand this model

globally

with local partners and hope to

encourage others

through our success to form similar

collaborations connecting people

and technology after exceeding our goal

of educating one percent of finland’s

population on the basics of ai

we partnered with the finnish office of

the european presidency

and the european commission to translate

elements of ai

into every official european language

the first course online to do so

we are now currently rolling this course

out to every eu country

forming partnerships on the ground with

governments universities and local

organizations to make sure that this

course gets in the hands of the people

who need it most

and now over two years later we have

over 540 000 students globally

but most importantly over 40 percent of

those students are women

more than double the average of every

other computer science course online

looking back the partnership that we

formed between a private sector

technology firm and a public sector

university

was an important catalyst in helping us

to rethink online education

and the relationships that we have

formed since with our local partners

have shown us that truly democratizing

learning is a collaborative effort both

on

and offline it may seem like a daunting

task

but there are so many groups of people

under represented in the space of online

education

that it is enough to just get started by

listening to those

you want to reach most if you were able

to consider

the daily realities of your target

students how might you

rethink your approach there’s clearly no

one-size-fits-all silver bullet here but

if knowledge

is power how and with whom we choose to

share it

will be the defining feature of our

future society

i hope today at least that i’ve inspired

some of you to join us

in designing for a truly democratic one

thank you

[音乐]

作为一项基本人权的教育是一种

内在的民主理想

民主这个词来自

古希腊demos,

意思是普通人,kratos 意思是

权力

,在整个历史上,它是一个

相当普遍的概念

,知识就是力量,这正是

我们的普遍教育 系统

和知识的自由交流

推动了我们的人类社会

以我们祖先无法想象的速度向前发展,

但是现代技术带来的这种加速变化的双刃剑

是我们的现代世界正在离开

大多数人 在

新知识精英和其他所有人之间造成越来越大差距的背后

我们都看到了

我们正处于

技术革命之中

的消息 互联网就在我们身边,但

感觉

不可信 数以百万计的

被告知 在未来的

工作中,他们需要重新掌握技能

以保持相关性,否则

机器人可能会 接受他们的工作,

即使是我们这些受过大学

教育的人现在也发现自己处于一个

快速发展且充满不确定性的工作场所

,当在线课程于 2011 年首次推出时,我们还没有做好准备。

他们声称

通过提供精英教育的钥匙来解决所有这些问题 对

任何有互联网连接的人来说,

大规模开放在线课程或 moocs

承诺一劳永逸地使知识民主化

唯一的问题是近十年

后还没有发生

国际开放和远程学习理事会编制的研究

表明,在所有人中

曾经完成过在线课程

的人 80% 以上已经拥有

大学学位

,男性比例为 56%

,在诸如stem 等个别科目

中,对于从事高等教育或在线教育工作的人来说,典型的性别差异现在仍然存在在线

这些统计数据并不是什么新鲜事,但是

当讨论这些话题时,指责

通常是无稽之谈 ed 认为

不可能接触到

校外的人或与他们接触

,任何

声称能够做到这一点的 ed 技术解决方案

应该受到怀疑,但我

今天想说的

是,传统机构和

在线课程

平台实际上并没有试图让

高等教育

适应我们忙碌的现代生活方式的需求,

更不用说吸引通常被边缘化的

群体了

使用

以人为中心的设计思维的在线教育

听起来可能

有点开箱即用,但实际上

我们

今天所知道和使用的大多数产品都是用设计思维完成的,

所以为什么不将在线教育作为一种非常

基本的

设计思维原理

在设计概念和构建您的产品之前了解并找到您的最终用户,

然后了解您的一切 产品,从

它存在的原因到它的组成,

再到它的交付方式以及它如何

适应持续的反馈,

都集中在考虑用户

的需求和体验上 在线或

什至只是希望对他们以前没有背景

的主题有一个总体了解的人

无论他们以前的教育程度如何

照顾家人

他们也很可能属于 80

% 的欧洲人,他们

主要通过手机

访问互联网

最重要的是移动友好,

如果

将在线教育带入

大多数人实际发生的地方很有趣,它也会有所帮助 过着

他们的空闲时间今天的绝大多数

在线课程

都是为全日制

大学生设计的

,它们以语气和

格式提供给那些

已经熟悉并主修

其学科领域的人,

但是我们其他人

呢,超过 200 仅欧洲和美国就有 100 万

25 至 65 岁之间

没有大学

学位的人,像我这样有

人文教育背景

的人呢

为我们提供的内容以及

我们如何共同努力

缩小

性别社会经济背景和

地区等

领域的教育多样性差距 近年来,

尤其是技术

方面的知识差距比

以往任何时候都更广泛和更快,直到

我们开始了解

社会

层面这可能对

从创造包容性

技术

到维持对 o 像许多其他国家一样,我们的民主国家

要确保

我们的经济面向未来 我

在科技行业的职业生涯

并不是一个线性叙述,我寻求

将我周围的世界翻译成

一种我能理解的语言

我有幸遇到

并现在加入 一个

重新定义在线学习空间的项目

我在 reactor Education 的团队

与赫尔辛基大学

合作创建了一个名为 Elements of AI 的免费在线课程

,现在两年半的时间里,人工智能已经

成为一种全球

现象 就像电力一样

,它将以我们刚刚想象的方式塑造我们的世界,

所以我们的想法是一个简单的民主

想法 一门

处于计算机科学前沿的学科

,并将其交到

刚刚

接受数字素养的公民手中,与

大学

的 tamuruz 教授合作 在赫尔辛基,我们

将世界一流的教育

与设计思维相结合

专门针对

通常被排除在技术

讨论之外

的人开设了一门关于人工智能基础知识的

课程 以及它的交付方式,

我们被告知,人工智能是精英主义者,

令人困惑

和恐吓,他们

被信息过度饱和

,他们不知道该去哪里获得

清晰简洁的

解释以及

任何人都可以理解的实际示例

只是主题,

但交付我们能够构建

具有直观用户体验的产品,

就像人们在日常生活中熟悉的其他应用程序和网站

一样,

我们通过移动优先构建完成了所有这一切,

以便我们的学生 可以

在他们乘公共汽车上班的路上参加课程

我们与文案编辑和

设计师合作,以确保我们的

内容 作为对话

式,我们的图形很吸引人,

平易近人

,任何曾经创建过

数字产品的人都会告诉你

,仅仅创造一些东西并把它放在网上是不够的,

希望人们能找到它

,在线教育也是如此,

特别是如果你想

吸引通常被边缘化的群体

,他们在开设课程之前感到被排除在这个空间之外

在我们

为所有第一届毕业生

举办由芬兰总统主持的公开仪式后,人工智能挑战随之而来,我们的

成长完全是

我们的学生和我们的全球

合作伙伴之间的草根运动推动的,所有这些运动

都旨在教育他们所在

地区的人们 否则谁会

被排除在

与我们的课程的人工智能对话之外,我们已经接触到每个人 e

从总统

到囚犯再到退休人员 对

我们来说,包容性意味着为学生建立在线

教育

,其他教室已经

落后,

现在全世界 500 多家媒体都在报道

经合组织将人工智能元素

列为芬兰

在 21 世纪取得成功的原因之一

我们现在正努力

与当地合作伙伴一起在全球范围内扩展这种模式,并希望

通过我们的成功来鼓励其他

在超越我们与芬兰办事处合作的目标

是让 1% 的芬兰

人口了解人工智能的基础知识后,形成将人与技术联系起来的类似合作

欧洲轮值主席国

和欧盟委员会将

人工智能元素翻译

成每一种官方欧洲语言

的第一门在线课程

我们目前正在

向每个欧盟国家推广该课程,

政府大学和当地

组织建立合作伙伴关系 确保这

门课程掌握在 t 的手中 他

是最需要它的人

,现在两年多后,我们

在全球拥有超过 540,000 名学生,

但最重要的

是,这些学生中有超过 40% 是女性

,是其他所有在线计算机科学课程平均水平的两倍多,

回顾我们之间建立的伙伴

关系 一家私营

技术公司和一所公立

大学

是帮助我们

重新思考在线教育的重要催化剂

我们与当地合作伙伴建立的关系

向我们表明,真正的

学习民主化是

线上

和线下的合作努力 似乎是一项艰巨的

任务,

在在线教育领域有太多的人代表

不足,

如果您能够考虑目标的日常现实,只需倾听您最想接触的人

就足够

学生们,您如何

重新考虑您的方法?这里显然

没有万能的灵丹妙药,但

如果知道的话 边缘

就是力量,我们选择如何以及与谁

分享

它将成为我们未来社会的决定性特征

我希望至少今天我已经激发

了你们中的一些人加入

我们设计一个真正民主的人

谢谢