Anomaly Detection Courses and Certifications

Defending Against AI-Driven Phishing and Social Engineering

Master AI-driven phishing defense through hands-on simulation tools like SniperPhish and PentestGPT, plus network anomaly detection using machine learning techniques.

• Coursera
• 3 hours 30 minutes
• Self-Paced
• Paid Course

Packt

Microsoft Sentinel Skills

Master Microsoft Sentinel's cloud-native SIEM capabilities through architecture, deployment, and hands-on security operations including threat intelligence and custom analytics rules.

• Coursera
• 7 hours 23 minutes
• Self-Paced
• Paid Course

MathWorks

AI for Engineering: An Overview

Explore how AI enhances engineering workflows—from simulation and virtual sensors to predictive maintenance and digital twins—while applying responsible AI principles like explainability and observability.

• Coursera
• 1 hour 11 minutes
• Self-Paced
• Paid Course

Packt

Artificial Intelligence for Cybersecurity

Explore how AI revolutionizes cybersecurity through hands-on implementation of ML algorithms, threat detection, anomaly analysis, and adversarial defense strategies for building intelligent security systems.

• Coursera
• 1 day 15 minutes
• Self-Paced
• Paid Course

Coursera

Clean, Analyze, and Visualize Your Data

Master systematic data cleaning, validation, and visualization techniques using Python and Pandera to transform complex datasets into reliable, interpretable insights for AI development.

• Coursera
• 2 hours 16 minutes
• Self-Paced
• Paid Course

Starweaver

Threat Hunting Techniques

Master advanced threat hunting by combining data science with cybersecurity to detect sophisticated attacks using ML algorithms, Splunk, and Jupyter Notebooks.

• Coursera
• 8 hours 37 minutes
• Self-Paced
• Paid Course

Coursera

Validate LLM Embeddings for Production Use

Master validation and deployment of embedding models for production semantic search systems using FAISS, UMAP, and systematic evaluation techniques.

• Coursera
• 4 hours 18 minutes
• Self-Paced
• Paid Course

Coursera

SQL Data Quality, Security, and Governance

Explore SQL-based frameworks for data quality, security, and governance—build monitoring dashboards, conduct security audits, and develop cost-benefit models to ensure reliable, compliant data systems.

• Coursera
• 14 hours 44 minutes
• Self-Paced
• Paid Course

Packt

Getting Started with Vector Databases and AI Embeddings

Unlock vector databases and AI embeddings to build smarter AI systems with semantic search, recommendation engines, and RAG applications through hands-on practice.

• Coursera
• 4 hours 24 minutes
• Self-Paced
• Paid Course

Coursera

Secure Data: Mask, Monitor, and Audit

Master column-level data masking, audit log analysis, and security compliance evaluation to protect enterprise data assets and detect threats effectively.

• Coursera
• 2 hours 24 minutes
• Self-Paced
• Paid Course

Computer Science 330: Critical Infrastructure Security

Explore industrial network security, design, and protocols. Learn risk assessment, threat detection, and protection strategies for critical infrastructure and SCADA systems.

• Study.com
• 11 hours 36 minutes
• Self-Paced
• Paid Course

Packt

Kibana 8.x – A Quick Start Guide to Data Analysis

Master Kibana 8.x for data exploration, visualization, and dashboard creation with hands-on ML analytics, real-time updates, and advanced querying techniques.

• Coursera
• 12 hours 48 minutes
• Self-Paced
• Paid Course

Coursera

AppDynamics (Advanced)

Master advanced AppDynamics capabilities for performance tuning, anomaly detection, and intelligent alerting in mission-critical enterprise environments.

• Coursera
• 3 hours 13 minutes
• Self-Paced
• Paid Course

AI Applications and Challenges for Auditors (Live Online)

Explore how AI can support and challenge audit practices, from data analysis to reporting.

• CourseHorse
• 8 hours
• Self-Paced
• $649.00

AI-900 Course Azure AI Fundamentals with Virtual Simulations

873 ratings at Udemy

Get prepared for the AI-900 exam with instructor led labs and hands on simulations available 24/7

• Udemy
• 5 hours 35 minutes
• Self-Paced
• Paid Course