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Half a Decadeand Giant Leapsfor Analytics
Half a Decadeand Giant Leapsfor Analytics
How AnalyticsChanged inFive Years
How AnalyticsChanged inFive Years
Big data and analyticshave undergone dramatic growthand evolution just in the five years thatAll Analytics has been documenting the changes.
Industry thought leaders andvendors strive to explain that new thing called "big data."
IDC projects big data technology will generate
Even Bigger Big Data
The greatest development in analyticsin the past five years?
Then and Now
Four Keys to Help Your AnalyticsTeam Succeed
The Technologies Advance
IoT transforms whole industries and makesbig data even bigger
Information is just as important,if not more important than informationtechnology
for a
2011
2015
$48.6B
by 201923.1%
CAGRSource: IDC
Source: SAS and Kellogg School of Management, Understanding the Mobile Consumer, Realizing the Opportunities with Analytics
Source: Gartner
Source: TDWI: Four Use Cases Show Real-World Impact of IoT
The size of the global big data hardware, software, and services market in 2011
new things are being connected using IoT concepts every day.
The same big data market in 2017$50.1 billion
$7.3 billion
Source: Wikibon
Source: MIT Sloan Management Review, Beyond the Hype: The Hard Work Behind Analytics Success
"Realization that analytics is neededeverywhere and that there are hugegaps that need filling every-where:talent, technologies, tools."
— Kirk Borne, Principal Data Scientistat Booz Allen Hamilton.
“Information is the oil of the 21st century. Enterprises are generating an unprecedented amount of informationof enormous variety and complexity.The need to leverage this data for greater business value is leading to a change in data management strategies known as ‘big data.’ ”
"The commoditization of platforms that allow analytics to be used by anyone. Cloud platforms, such as AWS, Azure, and others with pay-as-you-consume, elastic services that have a consumer-friendlyUI, have changed the game in analytics. They provide great opportunities for all to use data to benefit their business and society."
• Establish career advancement goals.
• Make continuous training a priority.
• Develop an incentive program
• Create liaisons between IT and the business.
The greatest development in analytics in the pastfive years?
— November 2011
— Experts echo those same thoughts today
From founding All Analytics Editor Beth Schultz's second blog, June 28, 2011
Principle No. 1in Gartner's New CIO Manifesto
Earliest talk of data lakes
Analytics and BI were oftenused interchangeably
Transactional data ruled
Data visualization was "promising" Predictive analytics in action was the exception 2011: Analytics grows as a source of competitive advantage.
Data lakes are real, not everywherebut not rare We strive to know and supportcustomers in an omnichannel world
Unstructured data extends our view farpast transactional boundaries Great visualizations let data tell a story Prescriptive analytics is the brass ring
2016: Analytics are used byorganizations to stay competitive..
2016 2011 2011
– Robert Plant, department vice chair, business technology, University of Miami.
Most people were still trying to figure out how to pronounceHadoop and understand what it was.
2011
Yahoo, where Hadoop first spread its roots, had 600 petabytes of dataspread among 40,000 Hadoop nodes.
• A twin-engine Boeing 737 aircraft produces 333 GB of data per minute per engine. For a flight from Los Angeles to New York, that aircraft will generate roughly 200 TB of data.
• In the oil and gas industry, an Industrial Internet of Things- ready drilling rig produces 7–8 TB of operational data per day.
• In the U.S., connected automobiles already generate over 1 petabyte (PB) of operational data per day. For context, 1 PB equals 1 million GB. That works out to about 62,500 16 GB iPhones.
2015
$5.5million
Five years ago mobile analytics were little more than monthly counts of phone apps. Today, pioneering retailers use web activity, phone apps, and in-store beacons to gain a single, omnichannel view of customer activity, and more than ¾ of consumers actively use mobile devices in interacting with businesses (including showrooming)
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