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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


  • Status: Preview
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    U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Social Studies, Social Impact, Systems Thinking, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    401 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    Infosec

    Technical Deep Dive with Incident Response Tools

    Skills you'll gain: Incident Response, Computer Security Incident Management, Endpoint Detection and Response, Cyber Threat Intelligence, Intrusion Detection and Prevention, Threat Detection, Cyber Attacks, Cybersecurity, Network Security, Digital Forensics, Network Monitoring, Data Security, Network Analysis, Exploitation techniques, Malware Protection, Memory Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    97 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Execution, persistence, privilege escalation and evasion

    Skills you'll gain: Cybersecurity, Cyber Operations, Data Persistence, Exploitation techniques, Persistence, Intrusion Detection and Prevention, Scripting, Python Programming, Scripting Languages

    4.6
    Rating, 4.6 out of 5 stars
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    98 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Infosec

    Python for Command-and-control, Exfiltration and Impact

    Skills you'll gain: Cyber Operations, Threat Management, Threat Detection, Cybersecurity, Exploitation techniques, Scripting, IT Automation, Python Programming, Scripting Languages

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Python for Active Defense

    Skills you'll gain: Threat Detection, Cyber Security Strategy, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages

    4.5
    Rating, 4.5 out of 5 stars
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    86 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Vulnerability Scanning with Nmap: Network Scanning

    Skills you'll gain: Vulnerability Scanning, Vulnerability Assessments, Penetration Testing, Security Testing, Network Security, Threat Detection, Network Monitoring, Network Analysis, Operating Systems

    4.5
    Rating, 4.5 out of 5 stars
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    83 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Classification Algorithms, Responsible AI, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Model Training, Machine Learning Software, Decision Tree Learning, Model Optimization, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Natural Language Processing in Microsoft Azure

    Skills you'll gain: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Unstructured Data, Analytics, Applied Machine Learning, Application Development

    4.7
    Rating, 4.7 out of 5 stars
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    128 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    2

    28DIGITAL

    AI for Cybersecurity

    Skills you'll gain: Cybersecurity, Cyber Attacks, AI Security, Information Systems Security, Data Ethics, Cyber Security Policies, Deep Learning, Responsible AI, Intrusion Detection and Prevention, Artificial Intelligence and Machine Learning (AI/ML), Malware Protection, Natural Language Processing, Artificial Intelligence, Machine Learning Methods, Threat Detection, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Model Training, Classification Algorithms

    3
    Rating, 3 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Cybersecurity Awareness

    Skills you'll gain: Computer Security Awareness Training, Security Awareness, Cybersecurity, Cyber Attacks, Cyber Threat Intelligence, Incident Response, Cyber Risk, Responsible AI, Data Ethics, Threat Management, Threat Detection, Malware Protection, Information Systems Security, Network Security, Security Controls, Data Security, Multi-Factor Authentication, AI Security, Personally Identifiable Information, Authentications

    4.9
    Rating, 4.9 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    S

    STARWEAVER

    Mastering Endpoint Security & Threat Defense

    Skills you'll gain: Endpoint Security, Endpoint Detection and Response, Threat Detection, Zero Trust Network Access, Cyber Threat Hunting, MITRE ATT&CK Framework, Cyber Threat Intelligence, Intrusion Detection and Prevention, Hardening, IT Security Architecture, Threat Management, Cybersecurity, Security Controls, Continuous Monitoring, Human Factors (Security), Event Monitoring, Anomaly Detection, System Monitoring, Authentications, Virtual Machines

    Intermediate · Course · 1 - 3 Months

  • I

    ISC2

    Incident Response and Recovery

    Skills you'll gain: Incident Response, Disaster Recovery, Incident Management, Computer Security Incident Management, Business Continuity, Business Continuity Planning, Intrusion Detection and Prevention, Cyber Attacks, Cyber Security Policies, Investigation, Threat Detection, Contingency Planning, Digital Forensics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    51 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Network Dynamics of Social Behavior: University of Pennsylvania
  • Technical Deep Dive with Incident Response Tools: Infosec
  • Execution, persistence, privilege escalation and evasion: Infosec
  • Python for Command-and-control, Exfiltration and Impact: Infosec
  • Python for Active Defense: Infosec
  • Vulnerability Scanning with Nmap: Network Scanning: Coursera
  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
  • Natural Language Processing in Microsoft Azure: Microsoft
  • AI for Cybersecurity: 28DIGITAL
  • Cybersecurity Awareness: SkillUp

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