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  • Anomaly Detection

Anomaly Detection Courses

Anomaly detection courses can help you learn statistical methods, machine learning techniques, and data preprocessing strategies. You can build skills in identifying outliers, implementing clustering algorithms, and applying time series analysis. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, as well as software for data visualization, which enhance your ability to analyze and interpret complex datasets.


Popular Anomaly Detection Courses and Certifications


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    IBM

    Ethical Hacking Capstone Project: Breach, Response, AI

    Skills you'll gain: Vulnerability Assessments, Cyber Threat Intelligence, Vulnerability Management, Cybersecurity, Hardening, Risk Analysis

    Advanced · Course · 1 - 3 Months

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    MathWorks

    Advanced Deep Learning Techniques for Computer Vision

    Skills you'll gain: Anomaly Detection, Image Analysis, Computer Vision, Matlab, Unsupervised Learning, Deep Learning, Application Deployment, PyTorch (Machine Learning Library), Data Synthesis, Medical Imaging

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google

    Introduction to Detection and Incident Response

    Skills you'll gain: Incident Response, Computer Security Incident Management, Incident Management, Threat Detection, Event Monitoring, Threat Management, Security Information and Event Management (SIEM), Security Management, Continuous Monitoring, Document Management, NIST 800-53

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    TensorFlow: Build & Deploy Face Mask Detection

    Skills you'll gain: Tensorflow, Computer Vision, Deep Learning, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Software Installation, System Requirements

    Mixed · Course · 1 - 4 Weeks

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    SkillUp

    Network Traffic Analysis with Wireshark

    Skills you'll gain: Network Monitoring, Network Troubleshooting, Network Security, Incident Response, Anomaly Detection, Network Analysis, Cyber Security Assessment, Network Protocols, Threat Detection, Technical Communication, Distributed Denial-Of-Service (DDoS) Attacks, Computer Security, Cybersecurity, Vulnerability Assessments

    5
    Rating, 5 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

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    Google

    Network Monitoring and Analysis

    Skills you'll gain: Intrusion Detection and Prevention, Continuous Monitoring

    Beginner · Course · 1 - 4 Weeks

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    Macquarie University

    Cyber Security: Digital Forensics

    Skills you'll gain: Criminal Investigation and Forensics, Investigation, File Systems, Mobile Security, Cybersecurity, Data Security, Threat Detection, Data Integrity, Graphical Tools, Digital Communications, Malware Protection, File Management, Computer Security Incident Management, Incident Response, Mobile Development Tools, Data Storage, Real Time Data, Disaster Recovery, Network Analysis, Regulation and Legal Compliance

    4.4
    Rating, 4.4 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

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    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Real Time Data, Data Science, Verification And Validation, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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    Google

    Network Traffic and Logs Using IDS and SIEM Tools

    Skills you'll gain: System Monitoring, Computer Security Incident Management, Network Analysis, Data Integrity

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Fraud Analysts: Improving Detection Efficiency

    Skills you'll gain: Anomaly Detection, Fraud detection, Data Visualization, Generative AI, Risk Management, ChatGPT, Data Synthesis, Compliance Management, Unsupervised Learning, Test Data, Data Pipelines, Automation, Predictive Analytics, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Cybersecurity Prevention and Detection: Unit 3

    Skills you'll gain: Incident Response, Threat Modeling, Threat Detection, Computer Security Incident Management, Malware Protection, Cybersecurity, Cyber Attacks, Network Analysis, Operating Systems, Virtual Environment

    Beginner · Course · 1 - 4 Weeks

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    ISC2

    Risk Identification, Monitoring, and Analysis

    Skills you'll gain: Vulnerability Assessments, Risk Management, Continuous Monitoring, Operational Risk, Threat Management, Intrusion Detection and Prevention, Business Risk Management, Cyber Risk, Vulnerability Management, Security Controls, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Compliance Management, Security Information and Event Management (SIEM), Technical Communication, Network Monitoring, Network Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular anomaly detection courses

  • Ethical Hacking Capstone Project: Breach, Response, AI: IBM
  • Advanced Deep Learning Techniques for Computer Vision: MathWorks
  • Introduction to Detection and Incident Response: Google
  • TensorFlow: Build & Deploy Face Mask Detection: EDUCBA
  • Network Traffic Analysis with Wireshark: SkillUp
  • Network Monitoring and Analysis : Google
  • Cyber Security: Digital Forensics: Macquarie University
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Network Traffic and Logs Using IDS and SIEM Tools: Google
  • GenAI for Fraud Analysts: Improving Detection Efficiency: Coursera

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