Preparation for Cybersecurity Data Science Course
45 minutes
Course description
This course is all about preparing you for fluent and safe handling of malware and employment of Machine Learning to analyze it. You will set up a lab environment for handling and analyzing malware and acquire a basic toolkit of Machine Learning techniques to enable you to tackle the vast majority of Cybersecurity Data Science problems.![](/contentassets/d65de3a5bb034993b7cf1ea5e1eab9f3/prerequisites-graphic.png)
Syllabus
Welcome to Cybersecurity Data Science!
Video - 00:03:00
Generating Text Using Machine Learning
Video - 00:04:00
Hyperparameter Tuning
Video - 00:07:00
Anomaly Detection with Isolation Forest
Video - 00:06:00
Natural Language Processing
Video - 00:04:00
Structured Learning with XGBoost
Video - 00:03:00
Basic Model Assessment
Video - 00:06:00
Working with Virtual Python Environments
Video - 00:04:00
Setting Up a Virtual Lab
Video - 00:08:00
Overview
Video - 00:02:00
Unlock 7 days of free training
- 1,400+ hands-on courses and labs
- Certification practice exams
- Skill assessments
Associated NICE Work Roles
All Infosec training maps directly to the NICE Workforce Framework for Cybersecurity to guide you from beginner to expert across 52 Work Roles.
- All-Source Analyst
- Mission Assessment Specialist
- Multi-Disciplined Language Analyst
Plans & pricing
Infosec Skills Personal
$299 / year
- 190+ role-guided learning paths (e.g., Ethical Hacking, Threat Hunting)
- 100s of hands-on labs in cloud-hosted cyber ranges
- Custom certification practice exams (e.g., CISSP, Security+)
- Skill assessments
- Infosec peer community support
Infosec Skills Teams
$799 per license / year
- Team administration and reporting
- Dedicated client success manager
-
Single sign-on (SSO)
Easily authenticate and manage your learners by connecting to any identity provider that supports the SAML 2.0 standard.
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Integrations via API
Retrieve training performance and engagement metrics and integrate learner data into your existing LMS or HRS.
- 190+ role-guided learning paths and assessments (e.g., Incident Response)
- 100s of hands-on labs in cloud-hosted cyber ranges
- Create and assign custom learning paths
- Custom certification practice exams (e.g., CISSP, CISA)
- Optional upgrade: Guarantee team certification with live boot camps
Award-winning training you can trust
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