Security Threat Detection with Databricks

May 24, 2021 10:00 AM (PT)

Role: Data Engineer, Security Engineer, Threat Hunter, Security Analyst, Security Data Scientist, Detection Engineer

Duration: Half-day

Labs: Yes

Abstract: Are you a security practitioner? Are you looking for better ways of threat detection, contextualization, threat hunting? Are you a data scientist wanting to work more closely with security ops teams? In this hands on course, you will learn how easy it is to ingest data into Delta Lake, analyze DNS data, enrich it using threat intel, create detections using ML models and detect cyber criminals. You will use Databricks notebooks to collaborate and MLFlow to deploy your models for automated, future use. Not familiar with data science or Databricks? Not to worry. The course’s live-support staff has decades of security operations and data science experience.

Prerequisites: 

  • Familiarity with Python programming
  • Familiarity with SQL
  • Familiarity with security concepts of threat intelligence, ransomware, phishing
  • Familiarity with security operations concepts of threat detection, threat hunting