Data Science for Business Leaders Executive Program
PPT For Project done by Jitendra Ratilal Mistry
For Educational purpose Only
The content given in the PPT does not belong to me, Content belong to it's original Creator, for Education purpose it has been used in PPT.
2. Definition :
• Executive or management development is a planned, systematic
and continuous process of learning and growth by which
managers develop their conceptual and analytical abilities to
manage.
• This program — designed in partnership with Alteryx, a leading
provider of an end-to-end data science and analytics platform —
prepares managers and executives to implement data science
initiatives across their businesses.
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3. Why Data Science is Important for Business
Leaders :
• Invaluable investment in the long run as it helps managers to
acquire requisite knowledge, skills and abilities needed to handle
complex situations in business
• Enables executives to realize their own career goals and aspirations
• Helps executives to step into superior positions easily
• Assists executives in enhancing their people management skills,
taking a holistic view of various problems.
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4. Learn With the Best :
Methods
Decision-
making skills
•(a) In-basket
•(b) Business game
•(c) Case study
Interpersonal
skills
•(a) Role play
•(b) Sensitivity
training
•(c ) Behaviour
Modelling
Job knowledge
•(a) On-the-job
experiences
•(b) Coaching
•(c) Understudy
Organisational
knowledge
•(a) Job rotation
•(b) Multiple
management
General
knowledge
•(a) Special
courses
•(b) Special
meetings
•(c) Specific
readings
Specific
individual
needs
•(a) Special
projects
•(b) Committee
assignments
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2015
1
Zettabyte
1 Exabyte
1 Petabyte
1 Petabyte == 1000 TB 2002 2009
2006 2011
5 EB
161 EB
800 EB
1.8 ZB 8.0 ZB
14 PB
60 PB
Data produced each year
100-years of HD video + audio
Human brain's capacity
1 TB = 1000 GB
120 PB
logarithmic
scale
Data, data everywhere…
7. How Much Data Do We have?
• Google processes 20 PB a day (2008)
• Facebook has 60 TB of daily logs
• eBay has 6.5 PB of user data + 50 TB/day (5/2009)
• 1000 genomes project: 200 TB
• Cost of 1 TB of disk: $35
• Time to read 1 TB disk: 3 hrs
(100 MB/s)
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8. Big Data
Big Data is any data that is expensive to manage and hard to extract value
from
• Volume
• The size of the data
• Velocity
• The latency of data processing relative to the growing demand for
interactivity
• Variety and Complexity
• the diversity of sources, formats, quality, structures.
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9. What To Do With These Data?
• Aggregation and Statistics
• Data warehousing and OLAP
• Indexing, Searching, and Querying
• Keyword based search
• Pattern matching (XML/RDF)
• Knowledge discovery
• Data Mining
• Statistical Modeling
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14. 2016 Data: Trend Reverses?
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35%
57%
69%
63% 61%
50%
58%
0%
10%
20%
30%
40%
50%
60%
70%
80%
2010 2011 2012 2013 2014 2015 2016
Percent believing
that business
analytics creates a
competitive
advantages for
their organization
Axis Title
Trend
Trend Linear (Trend)
15. Netflix
Prize
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Bob Bell, winner of the "Netflix prize"
Napoleon Dynamite =
Batman Begins =
Finding Nemo =
Lord of the Rings =
1.22
.75
.67
.42
Some films are difficult to predict… and others are easier!
16. What We Have Learned:
• Manager commitment to training time required
• Learning must be applied & practical
• Instructors &internal support required for applied project work
• Faculty need to engage in applied learning –real use cases –real data
• Structured work groups remove organizational barriers
• Managers want a hands on technical perspectives –getting taxonomy
• Advanced Mastery can be supported by asynchronous continuous learning
• Collaboration between educators & industry leaders brings insights
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17. THANK YOU
• Best Regards
• Jitendra Ratilal Mistry
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