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What do we do with all this
BIG DATA??
INTRODUCTION
Since the dawn of
Agricultural
Revolution, we
have :
NUMBERS
That is 5500
years ago!!
Humans have come a long way since then, BUT…
Until recently, we were only COUNTING and STORING data
We have now
started Processing
the data
Discovering
patterns and
hidden meanings
from it
We can now have
Meaningful
Conversations
with data
And not just use it
passively
When the data has,
increasing amounts of :
 Volume
 Velocity
 Variety
We call it BIG DATA
CREATE
MEANING
FROM DATA
Data does
not
create
meaning.
We Do.
We need to
improve our
Critical
Thinking
Skills
Critical thinking, the ability to identify
and spot problems in arguments, is a
crucial skill to succeed in creating
meaning from Big Data.
Tendency to interpret data
such that it conforms one’s
beliefs.
Confirmation Biases
False Correlations
Emotional Appeal
Awareness of
our own
biases
When we wrongly pinpoint a
correlation to some other
factor.
When the result makes us
feel happy and successful.
We need to
use our
Human
Expertise
We need to be knowledgeable about
humanities and social subjects,
including Philosophy, Sociology,
Rhetoric, etc.
Understand Our
Methodology
Data Sources01
02
03
Will give us
Confidence in
our results
Methodologies
Hypothesis
Clarity on :
BIG DATA
CHALLENGES
Similar words have
different context.
Humans, talk about the same
thing in different ways
Factual data, is not
always correct
2
5
3
1
4
Our language and
interactions are fluid
Our biases, have an effect on
our interpretation of the data
References
• www.flickr.com/photos/jimkaskade/15871675688/
• www.flickr.com/photos/7728345@N06/4841959292/
• www.flickr.com/photos/7728345@N06/4841959292/
• www.flickr.com/photos/140442672@N04/26284600950/
• www.flickr.com/photos/86083886@N02/9570381016/
• www.flickr.com/photos/64588740@N00/59308573/
• www.flickr.com/photos/95222905@N02/10997835056
• http://sci2s.ugr.es/sites/default/files/files/TematicWebSites/BigData/v3
.png
• www.flickr.com/photos/torontoatheist/6044308539/
• www.flickr.com/photos/mikeion/8035916054/
• www.flickr.com/photos/44501831@N02/4191948275/
• www.flickr.com/photos/32723260@N00/283298853/
• www.flickr.com/photos/jwalsh_/2466239241/
• www.flickr.com/photos/perfect_photography/5661202986/
THANK YOU!!

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What do we do with all this big data

  • 1. What do we do with all this BIG DATA??
  • 3. Since the dawn of Agricultural Revolution, we have : NUMBERS That is 5500 years ago!!
  • 4. Humans have come a long way since then, BUT… Until recently, we were only COUNTING and STORING data
  • 5. We have now started Processing the data Discovering patterns and hidden meanings from it
  • 6. We can now have Meaningful Conversations with data And not just use it passively
  • 7. When the data has, increasing amounts of :  Volume  Velocity  Variety We call it BIG DATA
  • 10. We need to improve our Critical Thinking Skills Critical thinking, the ability to identify and spot problems in arguments, is a crucial skill to succeed in creating meaning from Big Data.
  • 11. Tendency to interpret data such that it conforms one’s beliefs. Confirmation Biases False Correlations Emotional Appeal Awareness of our own biases When we wrongly pinpoint a correlation to some other factor. When the result makes us feel happy and successful.
  • 12. We need to use our Human Expertise We need to be knowledgeable about humanities and social subjects, including Philosophy, Sociology, Rhetoric, etc.
  • 13. Understand Our Methodology Data Sources01 02 03 Will give us Confidence in our results Methodologies Hypothesis Clarity on :
  • 14. BIG DATA CHALLENGES Similar words have different context. Humans, talk about the same thing in different ways Factual data, is not always correct 2 5 3 1 4 Our language and interactions are fluid Our biases, have an effect on our interpretation of the data
  • 15. References • www.flickr.com/photos/jimkaskade/15871675688/ • www.flickr.com/photos/7728345@N06/4841959292/ • www.flickr.com/photos/7728345@N06/4841959292/ • www.flickr.com/photos/140442672@N04/26284600950/ • www.flickr.com/photos/86083886@N02/9570381016/ • www.flickr.com/photos/64588740@N00/59308573/ • www.flickr.com/photos/95222905@N02/10997835056 • http://sci2s.ugr.es/sites/default/files/files/TematicWebSites/BigData/v3 .png • www.flickr.com/photos/torontoatheist/6044308539/ • www.flickr.com/photos/mikeion/8035916054/ • www.flickr.com/photos/44501831@N02/4191948275/ • www.flickr.com/photos/32723260@N00/283298853/ • www.flickr.com/photos/jwalsh_/2466239241/ • www.flickr.com/photos/perfect_photography/5661202986/