4 modules: Threat Detection & Response, Vulnerability Management, Security Frameworks, Cybersecurity Operations.Each module: ~1 week at a ...
Prepares for roles like Cybersecurity Analyst, Threat Hunter, and SOC team member.Strong alignment with CompTIA CySA+ exam objectives....
Introduction to NIST Cybersecurity Framework and MITRE ATT&CK.Apply frameworks to assess vulnerabilities and risks.Learn CIS Controls ...
Analyze logs, traffic, and artifacts to identify threats.Hands-on exercises in threat detection and response.Learn behavioral analytics and ...
Basic understanding of networking and security recommended.No advanced experience in cybersecurity needed.Focuses on practical skills for ...
4 modules: Clustering, PCA, Recommender Systems, Reinforcement Learning.Each module designed to take ~1 week.Self-paced with lifetime ...
Covers Markov Decision Processes (MDPs) and Bellman equations.Teaches Q-learning for decision-making scenarios.Hands-on exercises in ...
Explains content-based and collaborative filtering.Covers low-rank matrix factorization methods.Hands-on project: building a movie ...
Covers k-means clustering, elbow method, and cluster selection.Introduces Principal Component Analysis (PCA) for dimensionality reduction....
Requires familiarity with supervised learning concepts.Basic knowledge of Python and linear algebra recommended.Ideal for students or ...
