Cybersecurity
GSANS SNS595: Applied Data Science & AI/Machine Learning for CyberSurity (GMLE)
This course delivers advanced, hands-on training in applying data science and machine learning techniques to real-world cybersecurity challenges.
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Included with Skilldacity Membership
About This Course
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This course delivers advanced, hands-on training in applying data science and machine learning techniques to real-world cybersecurity challenges. This course equips learners with the skills to transform large-scale security data into actionable intelligence using Python, automation, and analytics. Participants learn how to engineer data pipelines, train and evaluate machine learning models, detect anomalies, and apply AI-driven techniques to strengthen security operations.
The course emphasizes practical implementation, enabling teams to predict threats, automate complex security workflows, and enhance defensive decision-making.
What You’ll Learn
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Applying data science workflows to cybersecurity use cases
Data engineering and feature extraction for security analytics
Building, training, and validating machine learning models
Anomaly detection techniques for threat identification
Using supervised and unsupervised learning for security insights
Applying deep learning methods to security data
Automating security analytics and response workflows
Deploying and operationalizing models for cyber defense
Skills You’ll Gain
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Career Path
Cybersecurity
Provider
Vendor Reference
Level
Advanced
Certification
Certification Reference
Access
Included with eligible Skilldacity subscription
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