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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


  • P

    Packt

    ChatGPT for SOC Analyst - Master Cyber Security with AI

    Skills you'll gain: Security Information and Event Management (SIEM), Prompt Engineering, ChatGPT, AI Workflows, Agentic Workflows, Cyber Threat Intelligence, Incident Response, AI Security, Generative AI Agents, AI Integrations, Vulnerability Assessments, Vulnerability Scanning, Cloud Security, Threat Detection, Continuous Monitoring, Microsoft Azure, Event Monitoring, OpenAI, Incident Management, Code Review

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Big Data, Real Time Data, Data-Driven Decision-Making, Data Science, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze and Defend Against GenAI Social Engineering Attacks

    Skills you'll gain: AI literacy, Cybersecurity, Computer Security Awareness Training, AI Personalization, Incident Response, Mitigation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Wireshark for Security: Detect Network Anomalies

    Skills you'll gain: Threat Detection, Cyber Threat Hunting, Anomaly Detection, Network Security, General Networking, Network Monitoring, Real Time Data, Security Strategy, Network Analysis, Network Protocols, Data Capture

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    AppDynamics Monitoring

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Continuous Monitoring, AI Integrations, Performance Tuning, Anomaly Detection, Machine Learning, Dependency Analysis

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Generative AI and its Impact on Cybersecurity

    Skills you'll gain: MITRE ATT&CK Framework, AI Security, Cyber Security Strategy, Cybersecurity, Generative Model Architectures, Generative Adversarial Networks (GANs), Threat Detection, Responsible AI, Artificial Intelligence, Anomaly Detection

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Cybersecurity Prevention and Detection: Unit 3

    Skills you'll gain: Incident Response, Threat Detection, Computer Security Incident Management, Threat Management, Malware Protection, Cybersecurity, Cyber Attacks, Data Persistence, Network Analysis, Virtual Environment, Network Protocols

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Balance and Analyze Image Segmentation

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Model Training, AI Workflows, Model Optimization, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Network Analysis and Incident Response

    Skills you'll gain: Incident Response, Computer Security Incident Management, Intrusion Detection and Prevention, Cybersecurity, Anomaly Detection, Incident Management, Threat Detection, Cyber Security Policies, Network Analysis, AI Security, Network Security, Network Monitoring, NIST 800-53, Cloud Security

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Detecting and Mitigating Cyber Threats and Attacks

    Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Incident Response, Computer Security Incident Management, Cybersecurity, Threat Management, Data Security, Cyber Attacks, Endpoint Detection and Response, Incident Management, Endpoint Security, Network Security, Firewall, Security Software, Anomaly Detection, System Monitoring

    4.7
    Rating, 4.7 out of 5 stars
    ·
    459 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Trace and Fix Data Anomalies

    Skills you'll gain: Data Quality, Extract, Transform, Load, Anomaly Detection, Data Pipelines, Data Maintenance, Data Validation, Analysis, Data Integrity, Dependency Analysis, Dataflow, Data Transformation, Dashboard, SQL

    Beginner · Course · 1 - 4 Weeks

1…789…80

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

  • ChatGPT for SOC Analyst - Master Cyber Security with AI: Packt
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Analyze and Defend Against GenAI Social Engineering Attacks: EDUCBA
  • Wireshark for Security: Detect Network Anomalies: Coursera
  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera
  • AppDynamics Monitoring: Coursera
  • Generative AI and its Impact on Cybersecurity: Packt
  • Cybersecurity Prevention and Detection: Unit 3: Pearson
  • Balance and Analyze Image Segmentation: Coursera
  • Advanced Network Analysis and Incident Response: Johns Hopkins University

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