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PRODID:-//vBulletin 6//EN
VERSION:2.0
CALSCALE:GREGORIAN
BEGIN:VEVENT
UID:3c2808b9-0094-4d29-afb2-250cf6d4e6bf
DTSTAMP:20260420T164641Z
SUMMARY:(Beginner) Data Analysis for Detection Research Through Jupyter Not
 ebooks 101
DESCRIPTION:Title: (Beginner) Data Analysis for Detection Research Through 
 Jupyter Notebooks 101\n\nDescription:\nPlease see https://cfc.blueteamvill
 age.org/call-for-content-2020/talk/GCUYNN/ for pre-reqs.\n\nFrom a detecti
 on research perspective\, even after learning how to simulate a threat act
 or technique and generate some data in your lab environment\, you might st
 ill struggle to know what to do with it. In some cases\, you might need to
  filter\, transform\, correlate and visualize your data to come up with th
 e right detection logic. In this workshop\, we will walk you through a few
  basic data analysis techniques using open source and SIEM agnostic tools 
 such as Jupyter Notebooks which are not only used by large organizations\,
  but also can be deployed at home for free.\nPre Requirements\n\nBasics of
  Python\n(optional) A computer with Docker Installed.\nIf you are planning
  on deploying Jupyter in your own system\, we will show you how to deploy 
 it via Docker. It is not necessary since we are going to use BinderHub to 
 interact with Jupyter Notebooks throughout the whole workshop.\n\nOutline\
 n\nIntroduction to Jupyter Notebooks (10 mins)\n* Deployment Options\n* Bi
 nder Project\n\nIntroduction to Apache Spark (5 mins)\n* Spark Engine\n* S
 park SQL & DataFrames\n\nData Analysis Process 101 (10 mins)\n\nWe need da
 ta! (Mordor Project) (5 mins)\n* Download Datasets\n* Raw Data -> DataFram
 e\n\nA few data analysis techniques: (1 hour)\n* filter\n* transform\n* co
 rrelate\n* visualize\n\nSpeaker(s): Roberto Rodriguez\, Jose Rodriguez\n\n
 Location: Blue Team Vlg / Blue Team Vlg - Workshop Track 2\n\nDiscord: htt
 ps://discord.com/channels/708208267699945503/732454317658734613\n\nEvent s
 tarts: 2020-08-07 18:00 (06:00 PM) PDT (UTC -07:00)\n\nEvent ends: 2020-08
 -07 19:30 (07:30 PM) PDT (UTC -07:00)\n\nFor the most up-to-date informati
 on\, please either visit https://info.defcon.org\, or use HackerTracker\, 
 which is available for iOS and Android. This is an automated message\, and
  this data was last modified 2020-08-03T01:19 (UTC).
URL:https://forum.defcon.org/node/234376
DTSTART:20200808T020000Z
DTEND:20200808T033001Z
LOCATION:Blue Team Vlg / Blue Team Vlg - Workshop Track 2
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