Anomaly Detection Courses and Certifications

Intro to Artificial Intelligence on Microsoft Azure

20 ratings at Coursera

Explore AI concepts on Azure, including machine learning, computer vision, and NLP. Learn to build ethical AI solutions and prepare for the AI-900 certification exam.

• Coursera
• 3 hours 43 minutes
• On-Demand
• Paid Course

Network Traffic Analysis with Wireshark

16 ratings at Coursera

Master Wireshark for cybersecurity through hands-on network traffic analysis, learning to capture packets, detect threats, identify attack patterns, and create professional security reports for incident response.

• Coursera
• 12 hours 43 minutes
• On-Demand
• Paid Course

Advanced AI Techniques for the Supply Chain

15 ratings at Coursera

Explore advanced ML techniques for supply chain optimization, including neural networks for demand prediction and image classification for quality control.

• Coursera
• 22 hours 9 minutes
• On-Demand
• Paid Course

MathWorks

Advanced Deep Learning Techniques for Computer Vision

15 ratings at Coursera

Train anomaly detectors, generate synthetic images, use AI-assisted labeling, and create custom models for visual inspection and medical imaging applications. Overcome data challenges and explore model deployment options.

• Coursera
• 7 hours 29 minutes
• On-Demand
• Paid Course

Building Applications with Vector Databases

17 ratings at Coursera

Explore six innovative applications using vector databases, from semantic search to anomaly detection, enhancing your ability to build powerful AI-driven tools with minimal coding.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Manage Security Operations

12 ratings at Coursera

Learn to protect Azure resources using Azure Monitor, Microsoft Defender for Cloud, and Microsoft Sentinel. Configure metrics, logs, and alerts for enhanced security operations and threat detection.

• Coursera
• 17 hours 13 minutes
• On-Demand
• Paid Course

Introduction to Digital Twin and Applications

Digital twins are gaining popularity, as a simulation technique that integrates interdisciplinary, multi-physical quantity, multiscale, and multi-probability. Digital twins are used to monitor, examine, and analyze physical assets like buildings, process…

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Wireshark for Security: Detect Network Anomalies

Master network security analysis with Wireshark to detect anomalies, capture packets, and identify potential cyber threats through hands-on practice with real-time traffic monitoring and filtering techniques.

• Coursera
• 2 hours 5 minutes
• On-Demand
• Paid Course

Unsupervised Learning and Its Applications in Marketing

Explore unsupervised learning techniques in Python for marketing insights. Uncover customer segments, reduce data dimensions, detect anomalies, and build recommender systems to drive data-driven marketing strategies.

• Coursera
• 21 hours 43 minutes
• On-Demand
• Paid Course

Coursera

GenAI for Fraud Analysts: Improving Detection Efficiency

Master cutting-edge GenAI techniques to enhance fraud detection capabilities, automate compliance workflows, and stay ahead of sophisticated fraud schemes using tools like Python, ChatGPT, and data visualization.

• Coursera
• 2 hours 48 minutes
• On-Demand
• Paid Course

Coursera Microcredential

Agentic AI Performance & Reliability

Master MLOps lifecycle through hands-on training in AI system deployment, monitoring, anomaly detection, and performance optimization for enterprise-scale reliability.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 8 courses

Network and Security Optimization in Telecommunication

Master AI-driven automation, deep learning for anomaly detection, and predictive optimization in 5G and IoT telecom systems using Python, TensorFlow, and real-world case studies.

• Coursera
• 4 hours 31 minutes
• On-Demand
• Paid Course

GenAI for Cybersecurity: Blue Team

Discover how to leverage generative AI for blue team cybersecurity operations, from network traffic analysis to automated SOAR playbooks and advanced threat hunting techniques.

• Coursera
• 4 hours 39 minutes
• On-Demand
• Paid Course

MathWorks

Detecting Anomalies with Machine Learning

Advance your career with AI-driven engineering solutions. Gain practical skills to detect anomalies early and ensure system performance.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Paid Course