Data Science using R, Minitab & XLMiner
R, Minitab XLMiner forForecasting
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AGENDA
Data
Visualization
usingTableau
Data Mining–
Supervised &
Unsupervised
(Machine
Learning)
TextMining &
NLP
AGENDA
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What does it take to be a DATA
SCIENTIST?
Successful Data Scientist
AllAgenda
Topics
Domain
Knowledge
Practice
Statistical
Analysis
Data
Minin
g
Forecasting
Data
Visualizatio
n
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Welcome to the Information Age …
… drowning in data and starving for Knowledge
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BIG DATA!
500million tweetsevery day, 1.3billionaccounts
YouTubeusersupload100hours ofvideoevery minute
306items arepurchasedevery second
26.6Million transactionsperday
100terabytes ofdatauploadeddaily
http://www.dnaindia.com/scitech/report-facebook-saw- one-
billion-simultaneous-users-on-aug-24-2119428
Processing100petabytes a day (1petabyte
=1000 terabytes)
Morethan1million customertransactionsevery hour
https://www.techinasia.com/alibaba-crushes-records-brings-143-billion-singles-day
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Why Tableau?
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Why Tableau?
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Why Tableau?
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Why Tableau?
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Data Types – Continuous & Discrete
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Data Types – Preliminaries
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Random Variable
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Probability
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Probability Distribution
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Probability Applications
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Population
SamplingFrame
SRS
Sample
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Sampling Funnel
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Data science course