Certificate in Data Analytics for Security Management
-- ViewingNowThe Certificate in Data Analytics for Security Management is a comprehensive course designed to equip learners with essential skills in data analysis for enhancing security management. This course highlights the importance of data-driven decision-making in the security industry and covers key topics such as data visualization, statistical analysis, and predictive modeling.
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โข Introduction to Data Analytics: Fundamentals of data analytics, data collection, data cleaning, data preprocessing, data visualization
โข Data Security Fundamentals: Overview of security concepts, confidentiality, integrity, availability, security policies, security controls
โข Data Privacy and Compliance: Data protection regulations, GDPR, HIPAA, PCI DSS, data privacy best practices
โข Security Risk Analysis: Threat modeling, risk assessment, risk management, security metrics
โข Data Analysis Techniques for Security: Descriptive analysis, diagnostic analysis, predictive analysis, prescriptive analysis
โข Incident Detection and Response: Security incident management, threat intelligence, security information and event management (SIEM)
โข Machine Learning for Security: Supervised learning, unsupervised learning, reinforcement learning, machine learning applications in security
โข Data Analytics Tools and Platforms: R, Python, SQL, Tableau, Power BI, Apache Hadoop, Apache Spark
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