Evaluate, Create, and Analyze App Security

Overview

Master the critical application security skills that protect enterprise systems from evolving cyber threats. This course transforms you into a security-savvy professional who can systematically evaluate security postures, establish development guardrails, and manage software supply chain risks. This short course was created to help Machine Learning and AI professionals accomplish comprehensive application security assessment and governance. By completing this course, you'll be able to interpret complex threat models and penetration test findings to make informed security decisions, establish secure coding standards that development teams can actually follow, and transform overwhelming vulnerability scan data into actionable remediation plans that protect your organization's most critical assets By the end of this course, you will be able to: • Evaluate system security postures using threat modeling and penetration testing results • Create secure coding guidelines and review checklists for development teams • Analyze dependency vulnerability scan reports to prioritize remediation efforts This course is unique because it bridges the gap between security theory and practical implementation, focusing on real-world scenarios that ML and AI professionals face when securing complex systems and managing development workflows. To be successful in this course, you should have a background in basic cybersecurity concepts, software development practices, and familiarity with enterprise risk management principles.

Syllabus

Module 1: Evaluate Security Posture Using Threat Modeling

Learners will master systematic security assessment by analyzing threat modeling outputs and penetration testing findings to make informed security decisions for AI systems.

Module 2: Create Secure Coding Guidelines for Development Teams

Learners will develop comprehensive secure coding frameworks that bridge security requirements with developer workflow realities, providing actionable guidance that scales across development teams.

Module 3: Analyze Dependency Vulnerability Reports

Learners will master contextual risk analysis of dependency vulnerabilities, transforming overwhelming vulnerability scan data into actionable remediation plans that protect organization's most critical assets.