What You Will Learn

• Gain a deep understanding of pattern recognition concepts, techniques, and mathematical foundations, enabling you to recognize patterns and regularities in complex data.
• Apply pattern recognition methods to real-world computer security scenarios, such as verifying identities, classifying unknown patterns, and assessing system security, is a key practical learning outcome.
• Learn feature selection and extraction techniques enhances the accuracy and efficiency of pattern recognition systems by selecting relevant features and extracting meaningful information from data.
• Compare and evaluate different classifiers and visualization techniques equips students with the skills to choose the most suitable approach for specific security applications.
• Conduct security assessments using pattern recognition enables students to identify potential vulnerabilities and strengthen security measures within their organization.