SlideShare a Scribd company logo
1 of 46
Download to read offline
The	Future	Value	of	Data
An	Initial	View	to	be	Challenged	
January	2018 The	world’s	leading	open	foresight	program
Context
This	is	an	initial	point	of	view	on	the	topic	of	the	future	value	of	data.	It	is	a	
perspective	to	be	shared,	challenged,	built	upon	and	enhanced via	a	series	
global	discussions	that	are	taking	place	throughout	the	first	half	of	2018.
Data	Politics
Data	politics	will	enter	mainstream	political	discourse	and	public	
conversation	as	more	people	come	to	understand	the	collection	and	
use	of	their	personal	data,	and	the	impacts	of	big	data	on	their	own	lives.
Polarized	Data	Debate
Data	debate	often	revolves	around	polarized	arguments	that	may	become	
increasingly	extreme,	with	many	protagonists	adopting	‘all	or	nothing’	
positions	with	regard	to	issues	such	as	privacy,	security	and	economic	freedom.
Shared	Data	Language
Data	is	difficult	to	define	and	its	roles	in	society	are	multifarious.	
A	shared	language	around	data	and	it’s	use	is	likely	to	emerge,	but	it	is	
not	yet	clear	which	voices	will	be	seen	as	credible	and	authoritative.
Coherent	Data	Value
Data	has	great	value but	to	whom?	Which	types	of	data?	In	which	contexts?	
Stakeholders	will	need	to	be	very	clear	about	the	value	of	specific	types	of	
data	to	them,	to	their	users	and	to	society	as	a	whole,	or	risk	losing	trust.
Talking	at	Cross-purposes
‘Data’	is	an	umbrella	for	many	different	things.	Different	stakeholders	may	
have	very	different	perspectives	on	(and	understandings	of)	data	that	are	
being	masked,	making	the	quest	for	common	ground	increasingly	difficult.
Data	is	the	New…
Data	can	fulfil	different	roles	in	the	economy,	in	society	and	for	individuals.	
Simplistic	views	(data	is	the	new	oil)	help	us	understand	some	roles,	but	also	
mislead	and	blind	us.	Data	may	be	something	completely	new	altogether.
Data	Liability	
Counter	to	the	prevailing	idea	of	data	being	always	an	asset,	storing	some	
kinds	of	data	could	come	to	be	seen	as	a	liability	as	it	erodes	user	trust,	
and	the	costs	of	securing	it	outweigh	the	costs	associated	with	losing	it.
From	Education	to	Confidence
We	should	work	to	educate	people	about	the	issues	that	really	matter,	in	ways	
that	help	them	learn	what	is	most	important.	This	involves	changing	how	we	
approach	issues	such	as	informing,	education,	transparency	and	choice.
From	Partial	to	Full	value
Value	exchanges	in	existing	data	relationships	should	be	reviewed:
We	need	to	explore	new	ways	of	using	data	to	add	personal	and	social	value,	
such	as	innovative	service	models	that	work	on	behalf	of	the	individual.
From	Restrictive to	Enabling
Policymakers	and	regulators	often	work	in	isolated	parallel	streams	(stimulating	
growth	on	one	hand,	minimising risk	on	the	other).	A	more	joined	up	approach	
that	unites	them	in	mutually	reinforcing	ways	is	possible	and	necessary.
From	Good	Intentions	to	Good	Outcomes
We	need	to	look	beyond	assumptions	focused	around	the	fictional	idea	
of	a	‘reasonable’	decision-maker	to	design	processes,	mechanisms	
and services	that	work	with	the	grain	of	actual	human	behaviour.
From	Compliance	to	Sustainable	Customer	Relationships
Organisations should	look	beyond	short-term	profit	opportunities	or	
compliance	to	build	long-term	trust-based	relationships	with	the	people	who	
use	their	services	and	create	a	broader	ecosystem	based	on	trust	and	value.
Value	of	Data
There	is	undoubtedly	a	huge	economic	incentive	to	generate	and	collect	data	
from	whatever	sources	it	becomes	available.	As	more	data	from	more	things	
becomes	available,	we	can	expect	to	see	a	data	“land	grab”	by	organisations.
Data	Marketplaces	
Data	is	a	currency,	it	has	a	value	and	a	price,	and	so	requires	a	marketplace.	
Ecosystems	for	trading	data	are	emerging	and	soon	both	personal	and	
machine	data	will	be	represented	in	new	data	marketplaces.
Ethical	Machines
Automation	spreads	beyond	trading	and	managing	systemic	risk.	
As	we	approach	technology	singularity,	autonomous	robots	and	
smarter	algorithms	make	ethical	judgments	that	impact	life	or	death.
Data	Ethics	and	Trust
As	trust	increasingly	drives	success,	organisations	will	seek	to	make	data	ethics	
a	focus.	In	order	to	engage	and	gain	buy-in	from	governments	and	consumers	
alike,	trust	in	data	usage	will	become	a	core	platform	for	differentiation.
Personally	Curated	Data
‘Personally	curated’	sources	of	data	will	have	higher	value	simply	due	to	the	
fact	that	they	will	represent	the	actual	wishes	and	desires	of	an	individual,	
rather	than	the	presumed	wishes	and	desires	based	on	derived	data.
Masters	of	Our	Data
In	2025	there	will	be	a	seamless	border	between	digital	and	real	where
the	digital	truth	becomes	the	real	truth.	We	should	increase	awareness	
of	our	digital	shadow	becoming	‘masters	of	our	data’.
Rising	Cyber	Security
Greater	interconnectivity	and	the	Internet	of	Things	creates	new	
vulnerabilities	for	governments	and	corporations	- as	the	unscrupulous	and	
the	criminal	increasingly	seek	to	exploit	weakness	and	destroy	systems.
Broader	Cyber	Terrorism
Cyber	attacks	move	from	the	virtual	world	to	the	physical	- attacking	planes,	
utilities	and	industrial	systems.	Some	see	a	corresponding	slow	down	in	
the	adoption	of	sensors	and	wider	use	of	private	encryption	technologies.
The	Rise	of	Machines
The	growth in	the	intelligence	and	capabilities	of	machines	presents	both	a	
threat	and	an	opportunity: Greater	AI	and	automation	free	up	time,	but	also	
threaten	jobs	- both	low	skilled	and	managerial	/	administrative	roles.
Sharing	Secrets
In	exchange	for	better	service	or	an	improved	quality	of	life,	
we	increasingly	recognise exactly	what	personal	information	
we	are	prepared	to	share	and	who	to	share	it	with.
Linkability of	Open	Data
No	data	will	be	truly	anonymous:	Current	open	data	practice	assumes	that	
technology	will	be	not	be	able	to	relink	it	to	its	source.	This	is	not	the
case	and	so,	by	2025,	we	will	see	different	levels	of	de-identification.
Global	vs.	Local
Technology	is	by	its	very	nature	global	and	data	does	not	respect	national	
boundaries.	Nation	states	try	to	set	the	rules	but	tensions	in	global	
interoperability	drive	us	to	design	for	global	standards,	but	with	localised	use.
Data	and	Democracy
Many	question	whether	privacy	will	enable	the	democratic	process:	
Is	there	democracy	without	privacy?	Citizen	data	is	increasingly	publicly	
used	and	shared	by	governments	as	an	instrument	of	social	change.
Living	in	Glass	Houses
If	we	get	it	right,	we	will	be	more	comfortable	to	metaphorically	‘live	in	a	glass	
house’,	allowing	our	personal	information	to	be	widely	accessible	in	return	for	
the	understanding	that	this	enables	a	richer,	more	‘attuned’	life	as	a	result.
Informed	Consent
Given	complex	data	flows,	informed	consent	is	increasingly	challenging	–
so	an	alternative	is	needed:	An	accountability	governance	model	incorporating	
ethics	and	respectful	data	use	is	a	compelling	substitute	or	complement.
India	Setting	Global	Standards
India	is	demonstrating	an	innovative	approach	to	many	challenges	and	has	
proven	design	solutions	for	low-income	populations.	These	solutions	will	be	
applied	to	higher	income	economies	with	even	greater	efficiency	benefits.
The	Privacy	Illusion
There	is	a	rising	general	belief	in	the	right	to	data	privacy	and	the	right	
to	data	security.	Both	are	illusions:	Security	is	impossible	without	
increased	monitoring - and	so	true	privacy	is	also	impossible.
Machine	Learning	Driving	Accuracy
It	will	become	common	for	people	to	chat	with	‘AI’	advisers	through	apps.
As	more	people	use	these	services,	more	data	is	collected,	machine	learning	
improves	significantly	and	therefore	the	more	accurate	advice	can	be.
Data	Ownership
The	data	we	create	about	ourselves	should	be	owned	by	each	of	us,	not	by	the	
large	companies	that	harvest	it.	Users	should	own	their	own	data	and	be	free	
to	merge	it	with	other	sets	as	and	when	it	could	provide	them	useful	insight.
Individual	Custodians
As	more	information	is	available	to	the	individual,	many	people	are	
able	to	make	more	informed	decisions	about	their	lives	because	
they	can	become	custodians	of	their	own	health	and	financial	records.
Blockchain for	Trust
Distrust	between	parties	in	many	sectors	drives	the	adoption	of	block-chain	
which	offers	a	universal	set	of	tools	for	cryptographic	assurance	of	data	
integrity,	standardized	auditing	and	formalized	contracts	for	data	access.
Conservative	Regulators
As	legislators	tend	to	be	risk	averse,	there	is	a	regulatory	desire	for	certainty	
with	a	continuous	concern	about	unintended	consequences	of	change.	
Regulators	may	therefore	slow	adoption	of	new	technologies	and	approaches.
A	Public	Good
Broader	use	of	data	requires	not	only	fostering	data	system	reliability	
and	interoperability	but	also	addressing	individual	data	ownership	
and	the	extent	to	which	data	should	constitute	a	public	good.
Public	Benefit	vs.	Personal	Risk
In	linking	and	sharing	more	data	we	will	increasingly	weigh	public	benefits	
against	personal	risk.	The	potential	harm	from	unauthorized	release	of	
confidential	data	will	be	a	conundrum	for	many	in	the	some	key	sectors.
Decentralized	Secure	Data
We	need	to	decentralize	key	personal	data	because	the	more	it’s	amassed,	
the	more	likely	it’s	going	to	be	hacked. Centralized	ownership	of	
medical	records,	for	example,	is	increasingly	seen	as	a	security	risk.
Too	Much	Information
As	more	data	is	available,	some	seek	to	restrict	the	total	information	being	
shared	with	consumers.	Fear	of	data	overload	exceeding	the	individuals’	
capacity	to	see	things	in	perspective	leads	platforms	to	filter	what	is	shared.
Ulterior	Motives
Some	organisations	use	personal	data	to	screen	customers	
and	employees: Employers	recruit	only	the	healthiest	and	insurance	
companies	increasingly	refuse	cover	to	those	with	unacceptable	risks.
Data	Sovereignty
Sensitivity	over	the	ownership	of	personal	information	will	constrain	
the	sharing	of	data	across	some	national	boundaries.	In	particular,	growing	
resistance	to	a	US-based	concentration	of	population	data	builds.
Global	Privacy	Standards
Global	standards	will	eventually	be	created	for	each	country	to	sign	up	to	
and	use	as	a	basis	going	ahead:	However	garnering	agreement	will	be	
difficult	as	each	region has	a	different	approach	to	patient	data.
Humans	in	the	Network
The	next	generation	of	implanted	devices	and	additional	sensors	within	
the	body	increasingly	make	humans	part	of	the	network.	Safety	concerns	
around	hacking	and	privacy	issues	on	tracking	challenge	some	systems.
Questions
As	we	share	and	build	on	this	view	we	would	like	to	know	what	you	agree	
with,	what	you	don’t,	what	is	missing	and,	most	importantly,	what	will	
be	some	of	the	key	impacts	and	implications	– both	globally	and	regionally.
Future	Agenda
84	Brook	Street
London
W1K	5EH
+44	203	0088	141
futureagenda.org
The	world’s	leading	open	foresight	program
What	do	you	think?
Join	In	|	Add	your	views	into	the	mix
www.futureagenda.org
@futureagenda

More Related Content

Similar to Future of value of data an initial view to be challenged - january 2018

Delivering value through data future agenda 2019
Delivering value through data   future agenda 2019Delivering value through data   future agenda 2019
Delivering value through data future agenda 2019Future Agenda
 
Future of value of data singapore.compressed
Future of value of data   singapore.compressedFuture of value of data   singapore.compressed
Future of value of data singapore.compressedFuture Agenda
 
Invasion Of Privacy In Canadian Media
Invasion Of Privacy In Canadian MediaInvasion Of Privacy In Canadian Media
Invasion Of Privacy In Canadian MediaKelly Ratkovic
 
Future of data - Insights from Discussions Building on an Initial Perspective...
Future of data - Insights from Discussions Building on an Initial Perspective...Future of data - Insights from Discussions Building on an Initial Perspective...
Future of data - Insights from Discussions Building on an Initial Perspective...Future Agenda
 
Future of value of data interim summary aug 2018-compressed
Future of value of data   interim summary aug 2018-compressedFuture of value of data   interim summary aug 2018-compressed
Future of value of data interim summary aug 2018-compressedFuture Agenda
 
Future of value of data asia iot-asia presentation - 22 march 2018
Future of value of data asia   iot-asia presentation - 22 march 2018Future of value of data asia   iot-asia presentation - 22 march 2018
Future of value of data asia iot-asia presentation - 22 march 2018Future Agenda
 
The future of data risk sept 2020
The future of data risk   sept 2020The future of data risk   sept 2020
The future of data risk sept 2020Future Agenda
 
Outhwaite turner chp44_final (1)
Outhwaite turner chp44_final (1)Outhwaite turner chp44_final (1)
Outhwaite turner chp44_final (1)Rohanbhatkal2
 
Guidance for Incorporating Big Data into Humanitarian Operations - 2015 - web...
Guidance for Incorporating Big Data into Humanitarian Operations - 2015 - web...Guidance for Incorporating Big Data into Humanitarian Operations - 2015 - web...
Guidance for Incorporating Big Data into Humanitarian Operations - 2015 - web...Katie Whipkey
 
Social Justice & Black Twitter
Social Justice & Black TwitterSocial Justice & Black Twitter
Social Justice & Black TwitterAyodele Odubela
 
The future value of data initial perspective
The future value of data   initial perspectiveThe future value of data   initial perspective
The future value of data initial perspectiveFuture Agenda
 
The Politics of Open Data: Past, Present and Future
The Politics of Open Data: Past, Present and FutureThe Politics of Open Data: Past, Present and Future
The Politics of Open Data: Past, Present and FutureJonathan Gray
 
Open Data & Open Gov
Open Data & Open GovOpen Data & Open Gov
Open Data & Open GovChris Zota
 
Delivering value through data final ppt 2019
Delivering value through data final ppt 2019Delivering value through data final ppt 2019
Delivering value through data final ppt 2019Future Agenda
 
Accessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science KnowledgeAccessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science KnowledgeJosh Cowls
 
Privacy vs personalization: advisory for brand and comms practitioners into 2...
Privacy vs personalization: advisory for brand and comms practitioners into 2...Privacy vs personalization: advisory for brand and comms practitioners into 2...
Privacy vs personalization: advisory for brand and comms practitioners into 2...Dave Holland
 
June 2015 (142) MIS Quarterly Executive 67The Big Dat.docx
June 2015 (142)  MIS Quarterly Executive   67The Big Dat.docxJune 2015 (142)  MIS Quarterly Executive   67The Big Dat.docx
June 2015 (142) MIS Quarterly Executive 67The Big Dat.docxcroysierkathey
 
Big Data, Communities and Ethical Resilience: A Framework for Action
Big Data, Communities and Ethical Resilience: A Framework for ActionBig Data, Communities and Ethical Resilience: A Framework for Action
Big Data, Communities and Ethical Resilience: A Framework for ActionThe Rockefeller Foundation
 

Similar to Future of value of data an initial view to be challenged - january 2018 (20)

Delivering value through data future agenda 2019
Delivering value through data   future agenda 2019Delivering value through data   future agenda 2019
Delivering value through data future agenda 2019
 
Future of value of data singapore.compressed
Future of value of data   singapore.compressedFuture of value of data   singapore.compressed
Future of value of data singapore.compressed
 
Invasion Of Privacy In Canadian Media
Invasion Of Privacy In Canadian MediaInvasion Of Privacy In Canadian Media
Invasion Of Privacy In Canadian Media
 
Future of data - Insights from Discussions Building on an Initial Perspective...
Future of data - Insights from Discussions Building on an Initial Perspective...Future of data - Insights from Discussions Building on an Initial Perspective...
Future of data - Insights from Discussions Building on an Initial Perspective...
 
Future of value of data interim summary aug 2018-compressed
Future of value of data   interim summary aug 2018-compressedFuture of value of data   interim summary aug 2018-compressed
Future of value of data interim summary aug 2018-compressed
 
Future of value of data asia iot-asia presentation - 22 march 2018
Future of value of data asia   iot-asia presentation - 22 march 2018Future of value of data asia   iot-asia presentation - 22 march 2018
Future of value of data asia iot-asia presentation - 22 march 2018
 
The future of data risk sept 2020
The future of data risk   sept 2020The future of data risk   sept 2020
The future of data risk sept 2020
 
Outhwaite turner chp44_final (1)
Outhwaite turner chp44_final (1)Outhwaite turner chp44_final (1)
Outhwaite turner chp44_final (1)
 
Information is knowledge
Information is knowledgeInformation is knowledge
Information is knowledge
 
Guidance for Incorporating Big Data into Humanitarian Operations - 2015 - web...
Guidance for Incorporating Big Data into Humanitarian Operations - 2015 - web...Guidance for Incorporating Big Data into Humanitarian Operations - 2015 - web...
Guidance for Incorporating Big Data into Humanitarian Operations - 2015 - web...
 
Social Justice & Black Twitter
Social Justice & Black TwitterSocial Justice & Black Twitter
Social Justice & Black Twitter
 
The future value of data initial perspective
The future value of data   initial perspectiveThe future value of data   initial perspective
The future value of data initial perspective
 
The Politics of Open Data: Past, Present and Future
The Politics of Open Data: Past, Present and FutureThe Politics of Open Data: Past, Present and Future
The Politics of Open Data: Past, Present and Future
 
Open Data & Open Gov
Open Data & Open GovOpen Data & Open Gov
Open Data & Open Gov
 
Delivering value through data final ppt 2019
Delivering value through data final ppt 2019Delivering value through data final ppt 2019
Delivering value through data final ppt 2019
 
Accessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science KnowledgeAccessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science Knowledge
 
Privacy vs personalization: advisory for brand and comms practitioners into 2...
Privacy vs personalization: advisory for brand and comms practitioners into 2...Privacy vs personalization: advisory for brand and comms practitioners into 2...
Privacy vs personalization: advisory for brand and comms practitioners into 2...
 
June 2015 (142) MIS Quarterly Executive 67The Big Dat.docx
June 2015 (142)  MIS Quarterly Executive   67The Big Dat.docxJune 2015 (142)  MIS Quarterly Executive   67The Big Dat.docx
June 2015 (142) MIS Quarterly Executive 67The Big Dat.docx
 
Social Technology Quarterly 08
Social Technology Quarterly 08Social Technology Quarterly 08
Social Technology Quarterly 08
 
Big Data, Communities and Ethical Resilience: A Framework for Action
Big Data, Communities and Ethical Resilience: A Framework for ActionBig Data, Communities and Ethical Resilience: A Framework for Action
Big Data, Communities and Ethical Resilience: A Framework for Action
 

More from Future Agenda

Future of Off-Premise Dining - Emerging View.pdf
Future of Off-Premise Dining - Emerging View.pdfFuture of Off-Premise Dining - Emerging View.pdf
Future of Off-Premise Dining - Emerging View.pdfFuture Agenda
 
Future of off premise dining an initial perspective - 01 03 22
Future of off premise dining   an initial perspective - 01 03 22 Future of off premise dining   an initial perspective - 01 03 22
Future of off premise dining an initial perspective - 01 03 22 Future Agenda
 
The future of work in europe
The future of work in europeThe future of work in europe
The future of work in europeFuture Agenda
 
Future of asthma care a global expert view - summary - august 2021
Future of asthma care   a global expert view - summary - august 2021Future of asthma care   a global expert view - summary - august 2021
Future of asthma care a global expert view - summary - august 2021Future Agenda
 
Future of work employability and digital skills march 2021
Future of work employability and digital skills   march 2021Future of work employability and digital skills   march 2021
Future of work employability and digital skills march 2021Future Agenda
 
The UK in 2030 - An expert informed view on some key trends
The UK in 2030 - An expert informed view on some key trendsThe UK in 2030 - An expert informed view on some key trends
The UK in 2030 - An expert informed view on some key trendsFuture Agenda
 
Future of retail - Five key future trends - 9 Dec 2020
Future of retail - Five key future trends - 9 Dec 2020Future of retail - Five key future trends - 9 Dec 2020
Future of retail - Five key future trends - 9 Dec 2020Future Agenda
 
Ten major global trends for 2030
Ten major global trends for 2030Ten major global trends for 2030
Ten major global trends for 2030Future Agenda
 
Future of work employability and digital skills nov 2020
Future of work employability and digital skills   nov 2020Future of work employability and digital skills   nov 2020
Future of work employability and digital skills nov 2020Future Agenda
 
Future of retail global trends summary nov 2020
Future of retail   global trends summary nov 2020Future of retail   global trends summary nov 2020
Future of retail global trends summary nov 2020Future Agenda
 
The uk in 2030 initial views
The uk in 2030   initial viewsThe uk in 2030   initial views
The uk in 2030 initial viewsFuture Agenda
 
The world's most innovative cities past present future - oct 2020
The world's most innovative cities   past present future - oct 2020The world's most innovative cities   past present future - oct 2020
The world's most innovative cities past present future - oct 2020Future Agenda
 
The future of work and skills development
The future of work and skills developmentThe future of work and skills development
The future of work and skills developmentFuture Agenda
 
Moving water world in 2030
Moving water   world in 2030Moving water   world in 2030
Moving water world in 2030Future Agenda
 
Future of hospital design initial perspective - sept 2020
Future of hospital design   initial perspective - sept 2020Future of hospital design   initial perspective - sept 2020
Future of hospital design initial perspective - sept 2020Future Agenda
 
Future Risk: 12 Key Issues for Insurance in the Next Decade
Future Risk: 12 Key Issues for Insurance in the Next DecadeFuture Risk: 12 Key Issues for Insurance in the Next Decade
Future Risk: 12 Key Issues for Insurance in the Next DecadeFuture Agenda
 
Porous organisations 2020
Porous organisations 2020Porous organisations 2020
Porous organisations 2020Future Agenda
 
Future of retail emerging trends 2020
Future of retail   emerging trends 2020Future of retail   emerging trends 2020
Future of retail emerging trends 2020Future Agenda
 

More from Future Agenda (20)

Future of Off-Premise Dining - Emerging View.pdf
Future of Off-Premise Dining - Emerging View.pdfFuture of Off-Premise Dining - Emerging View.pdf
Future of Off-Premise Dining - Emerging View.pdf
 
Future of off premise dining an initial perspective - 01 03 22
Future of off premise dining   an initial perspective - 01 03 22 Future of off premise dining   an initial perspective - 01 03 22
Future of off premise dining an initial perspective - 01 03 22
 
The future of work in europe
The future of work in europeThe future of work in europe
The future of work in europe
 
Future of asthma care a global expert view - summary - august 2021
Future of asthma care   a global expert view - summary - august 2021Future of asthma care   a global expert view - summary - august 2021
Future of asthma care a global expert view - summary - august 2021
 
Future of work employability and digital skills march 2021
Future of work employability and digital skills   march 2021Future of work employability and digital skills   march 2021
Future of work employability and digital skills march 2021
 
The UK in 2030 - An expert informed view on some key trends
The UK in 2030 - An expert informed view on some key trendsThe UK in 2030 - An expert informed view on some key trends
The UK in 2030 - An expert informed view on some key trends
 
Future of retail - Five key future trends - 9 Dec 2020
Future of retail - Five key future trends - 9 Dec 2020Future of retail - Five key future trends - 9 Dec 2020
Future of retail - Five key future trends - 9 Dec 2020
 
Ten major global trends for 2030
Ten major global trends for 2030Ten major global trends for 2030
Ten major global trends for 2030
 
Future of work employability and digital skills nov 2020
Future of work employability and digital skills   nov 2020Future of work employability and digital skills   nov 2020
Future of work employability and digital skills nov 2020
 
Future of retail global trends summary nov 2020
Future of retail   global trends summary nov 2020Future of retail   global trends summary nov 2020
Future of retail global trends summary nov 2020
 
The uk in 2030 initial views
The uk in 2030   initial viewsThe uk in 2030   initial views
The uk in 2030 initial views
 
The world's most innovative cities past present future - oct 2020
The world's most innovative cities   past present future - oct 2020The world's most innovative cities   past present future - oct 2020
The world's most innovative cities past present future - oct 2020
 
The future of work and skills development
The future of work and skills developmentThe future of work and skills development
The future of work and skills development
 
Moving water world in 2030
Moving water   world in 2030Moving water   world in 2030
Moving water world in 2030
 
Future of hospital design initial perspective - sept 2020
Future of hospital design   initial perspective - sept 2020Future of hospital design   initial perspective - sept 2020
Future of hospital design initial perspective - sept 2020
 
Future Risk: 12 Key Issues for Insurance in the Next Decade
Future Risk: 12 Key Issues for Insurance in the Next DecadeFuture Risk: 12 Key Issues for Insurance in the Next Decade
Future Risk: 12 Key Issues for Insurance in the Next Decade
 
Porous organisations 2020
Porous organisations 2020Porous organisations 2020
Porous organisations 2020
 
Better batteries
Better batteriesBetter batteries
Better batteries
 
Peak soil
Peak soilPeak soil
Peak soil
 
Future of retail emerging trends 2020
Future of retail   emerging trends 2020Future of retail   emerging trends 2020
Future of retail emerging trends 2020
 

Recently uploaded

Advanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsAdvanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsVICTOR MAESTRE RAMIREZ
 
科罗拉多大学波尔得分校毕业证学位证成绩单-可办理
科罗拉多大学波尔得分校毕业证学位证成绩单-可办理科罗拉多大学波尔得分校毕业证学位证成绩单-可办理
科罗拉多大学波尔得分校毕业证学位证成绩单-可办理e4aez8ss
 
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样vhwb25kk
 
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degreeyuu sss
 
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Boston Institute of Analytics
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfJohn Sterrett
 
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...Thomas Poetter
 
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档208367051
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanMYRABACSAFRA2
 
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default  Presentation : Data Analysis Project PPTPredictive Analysis for Loan Default  Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTBoston Institute of Analytics
 
Defining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryDefining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryJeremy Anderson
 
Business Analytics using Microsoft Excel
Business Analytics using Microsoft ExcelBusiness Analytics using Microsoft Excel
Business Analytics using Microsoft Excelysmaelreyes
 
IMA MSN - Medical Students Network (2).pptx
IMA MSN - Medical Students Network (2).pptxIMA MSN - Medical Students Network (2).pptx
IMA MSN - Medical Students Network (2).pptxdolaknnilon
 
Learn How Data Science Changes Our World
Learn How Data Science Changes Our WorldLearn How Data Science Changes Our World
Learn How Data Science Changes Our WorldEduminds Learning
 
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhThiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhYasamin16
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degreeyuu sss
 
LLMs, LMMs, their Improvement Suggestions and the Path towards AGI
LLMs, LMMs, their Improvement Suggestions and the Path towards AGILLMs, LMMs, their Improvement Suggestions and the Path towards AGI
LLMs, LMMs, their Improvement Suggestions and the Path towards AGIThomas Poetter
 
Semantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxSemantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxMike Bennett
 
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...ttt fff
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Cantervoginip
 

Recently uploaded (20)

Advanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsAdvanced Machine Learning for Business Professionals
Advanced Machine Learning for Business Professionals
 
科罗拉多大学波尔得分校毕业证学位证成绩单-可办理
科罗拉多大学波尔得分校毕业证学位证成绩单-可办理科罗拉多大学波尔得分校毕业证学位证成绩单-可办理
科罗拉多大学波尔得分校毕业证学位证成绩单-可办理
 
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
1:1定制(UQ毕业证)昆士兰大学毕业证成绩单修改留信学历认证原版一模一样
 
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
 
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdf
 
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
 
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population Mean
 
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default  Presentation : Data Analysis Project PPTPredictive Analysis for Loan Default  Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
 
Defining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryDefining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data Story
 
Business Analytics using Microsoft Excel
Business Analytics using Microsoft ExcelBusiness Analytics using Microsoft Excel
Business Analytics using Microsoft Excel
 
IMA MSN - Medical Students Network (2).pptx
IMA MSN - Medical Students Network (2).pptxIMA MSN - Medical Students Network (2).pptx
IMA MSN - Medical Students Network (2).pptx
 
Learn How Data Science Changes Our World
Learn How Data Science Changes Our WorldLearn How Data Science Changes Our World
Learn How Data Science Changes Our World
 
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhThiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
 
LLMs, LMMs, their Improvement Suggestions and the Path towards AGI
LLMs, LMMs, their Improvement Suggestions and the Path towards AGILLMs, LMMs, their Improvement Suggestions and the Path towards AGI
LLMs, LMMs, their Improvement Suggestions and the Path towards AGI
 
Semantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxSemantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptx
 
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Canter
 

Future of value of data an initial view to be challenged - january 2018