Machine Learning Fundamentals for Cybersecurity Professionals

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Techchannel
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Artificial intelligence (AI) is an increasingly used component within our cybersecurity arsenal, to defend, detect, and automate incident response. Equip yourself to critically evaluate the underpinnings of next generation AI powered cybersecurity tools by understanding key machine learning (ML) algorithms, training methodologies, development options, and ML examples for attacker behaviour detection. Cut through the hyperbole and empower yourself to ask insightful and probing questions that validate or expose vendor claims around AI cybersecurity solutions.

Learning Outcomes:
Understand the principle operations and security applications of key ML algorithms
Learn how to select appropriate ML algorithm training approaches
Examine a security threat detection and ML algorithms development lifecycle
Evaluate make vs buy decisions for ML in cybersecurity
Learn probing questions on AI and ML that will draw out insight or demonstrate weaknesses from vendors of AI security solution
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Tech Education Channel
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