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Anomaly Detection Courses Online

Explore anomaly detection methods for identifying unusual patterns in data. Learn to use machine learning algorithms for fraud detection and network security.

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Explore the Anomaly Detection Course Catalog

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for Risk Managers: Advanced Risk Analysis Techniques

    Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Generative AI, Risk Management, Operational Risk, Data-Driven Decision-Making, Business Risk Management, Data Integration, Anomaly Detection, Threat Detection, Automation

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EC-Council

    In the Trenches: Security Operations Center

    Skills you'll gain: Incident Response, Computer Security Incident Management, Cyber Threat Hunting, Vulnerability Management, Event Monitoring, Threat Detection, Intrusion Detection and Prevention, Cybersecurity, Cyber Attacks, Security Controls, Security Information and Event Management (SIEM), Vulnerability Assessments, Threat Management, Exploitation techniques, Network Monitoring, Anomaly Detection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    DevOps and AI on AWS: AIOps

    Skills you'll gain: Amazon CloudWatch, DevOps, DevSecOps, Code Review, Amazon Web Services, CI/CD, MLOps (Machine Learning Operations), Application Performance Management, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Continuous Monitoring, System Monitoring, Vulnerability Scanning, Predictive Analytics

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Generative AI and its Impact on Cybersecurity

    Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Intelligence, Cyber Security Strategy, Cybersecurity, Threat Modeling, Cyber Attacks, Threat Detection, Responsible AI, Artificial Intelligence, Anomaly Detection, Innovation

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Michigan

    Data Mining in Python

    Skills you'll gain: Data Mining, Data Processing, Unsupervised Learning, Data Science, Anomaly Detection, Data Manipulation, Machine Learning Methods, Python Programming

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Exploratory Analytics Project Ideation

    Skills you'll gain: Exploratory Data Analysis, Project Design, Data Mining, Ideation, Design Thinking, Data Analysis, Analytics, Business Analytics, Business Analysis, Sprint Planning, Unsupervised Learning, Case Studies, Anomaly Detection, Tree Maps

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Pattern Discovery in Data Mining

    Skills you'll gain: Data Mining, Big Data, Anomaly Detection, Text Mining, Unstructured Data, Spatial Analysis, Advanced Analytics, Statistical Methods, Image Analysis, Algorithms, Information Privacy

    4.3
    Rating, 4.3 out of 5 stars
    ·
    326 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Machine Learning, Classification And Regression Tree (CART)

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Automated Financial Reporting

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Google Gemini, Generative AI, Financial Reporting, Anomaly Detection, AI Product Strategy, OpenAI, ChatGPT, Accounting and Finance Software, Business Process Automation, Financial Analysis, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    Automated Cyber Security Incident Response

    Skills you'll gain: Incident Response, Intrusion Detection and Prevention, Computer Security Incident Management, Incident Management, Threat Detection, Security Information and Event Management (SIEM), Automation, Event Monitoring, Cyber Threat Hunting, Continuous Monitoring, System Monitoring, Anomaly Detection, Cybersecurity, Data Analysis Software, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    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, IT Security Architecture, Threat Management, Cybersecurity, Security Controls, Continuous Monitoring, Anomaly Detection, System Monitoring, Identity and Access Management, Virtual Machines

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Building Applications with Vector Databases

    Skills you'll gain: Anomaly Detection, LLM Application, Database Application, Large Language Modeling, Generative AI, Semantic Web, Application Development, Natural Language Processing, Image Analysis, AI Personalization

    4.1
    Rating, 4.1 out of 5 stars
    ·
    15 reviews

    Beginner · Project · Less Than 2 Hours

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

  • GenAI for Risk Managers: Advanced Risk Analysis Techniques: Coursera
  • In the Trenches: Security Operations Center : EC-Council
  • DevOps and AI on AWS: AIOps: Amazon Web Services
  • Generative AI and its Impact on Cybersecurity: Packt
  • Data Mining in Python: University of Michigan
  • Exploratory Analytics Project Ideation: University of Minnesota
  • Pattern Discovery in Data Mining: University of Illinois Urbana-Champaign
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • GenAI for Automated Financial Reporting: Coursera
  • Automated Cyber Security Incident Response: EDUCBA

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