Data Science Tutorial
Data Science Tutorial
Eliezer Kanal ? Technical Manager, CERT Daniel DeCapria ? Data Scientist, ETC
Software Engineering Institute Carnegie Mellon University Pittsburgh, PA 15213
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About us
Eliezer Kanal
Daniel DeCapria
Technical Manager, CERT
Data Scientist, ETC
Recent projects:
Recent projects:
? ML-based Malware Classifier
? Network traffic analysis
? Cybersecurity questionnaire optimization
? Cyber risk situational dashboard
? Big Learning benchmarks
Data Science Tutorial August 10, 2017 ? 2017 Carnegie Mellon University
2017 SEI Data Science in Cybersecurity Symposium
Approved for Public Release; Distribution is Unlimited
2
Today's presentation ? a tale of two roles
The call center manager
Introduction to data science capabilities
The master carpenter
Overview of the data science toolkit
Data Science Tutorial August 10, 2017 ? 2017 Carnegie Mellon University
2017 SEI Data Science in Cybersecurity Symposium
Approved for Public Release; Distribution is Unlimited
3
Call center manager
First day on job... welcome!
Goal: Reduce costs Task: Keep calls short! Data:
Average call time: Number of employees: Average calls per day:
5.14 minutes (5:08)... very long! 300 ~28,000
Data Science Tutorial August 10, 2017 ? 2017 Carnegie Mellon University
2017 SEI Data Science in Cybersecurity Symposium
Approved for Public Release; Distribution is Unlimited
4
Call center manager ? Gather data
Get the data! ? Where is it? ? What will you use to analyze it? ? How accurate it is? ? How complete is it? ? Is it too big to easily read?
Data Science Tutorial August 10, 2017 ? 2017 Carnegie Mellon University
2017 SEI Data Science in Cybersecurity Symposium
Approved for Public Release; Distribution is Unlimited
5
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