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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: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Applied Machine Learning: Techniques and Applications

    Skills you'll gain: Computer Vision, Supervised Learning, Image Analysis, Applied Machine Learning, Feature Engineering, Machine Learning Algorithms, Data Processing, Predictive Modeling, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Integration, Data Transformation, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis

    3.7
    Rating, 3.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Cybersecurity Fundamentals with Cisco Tools

    Skills you'll gain: Business Continuity Planning, Incident Response, Risk Mitigation, Cyber Threat Hunting, Risk Management Framework, Risk Management, Cyber Risk, Computer Security Incident Management, Risk Analysis, Threat Management, Cybersecurity, IT Management, Vulnerability Management, Security Management, Enterprise Risk Management (ERM), Network Security, Cyber Security Policies, Business Risk Management, Cyber Threat Intelligence, Disaster Recovery

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    TOTAL - CompTIA CySA+ Cybersecurity Analyst (CS0-003)

    Skills you'll gain: Cyber Threat Intelligence, Vulnerability Assessments, Incident Response, Vulnerability Scanning, Cybersecurity, Threat Modeling, Threat Detection, Application Security, Security Management, Intrusion Detection and Prevention, Security Engineering, Security Controls, Malware Protection, Network Analysis

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Introduction to Ethical Hacking and Recon Techniques

    Skills you'll gain: MITRE ATT&CK Framework, Threat Modeling, Cyber Threat Intelligence, Penetration Testing, Threat Detection, Cybersecurity, Cyber Security Strategy, Vulnerability Scanning, Cyber Attacks, Vulnerability Assessments, Network Security, Network Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Penetration Techniques

    Skills you'll gain: Penetration Testing, Cyber Security Assessment, Exploitation techniques, Vulnerability Assessments, Intrusion Detection and Prevention, Application Security, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Virtual Local Area Network (VLAN), Cloud Security, Wireless Networks, Application Programming Interface (API)

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    Visual Perception

    Skills you'll gain: Computer Vision, Image Analysis, Dimensionality Reduction, Artificial Neural Networks, Unsupervised Learning, Deep Learning, Graph Theory, Machine Learning Algorithms, Machine Learning, Linear Algebra

    4.6
    Rating, 4.6 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Alteryx Advanced

    Skills you'll gain: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Data Wrangling, Fraud detection, Data Transformation, Predictive Modeling, Data Processing, Machine Learning, Machine Learning Algorithms, Sampling (Statistics), Data Mining, Data Integration, Database Management, Workflow Management, Complex Problem Solving

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Secure your Cloud Data

    Skills you'll gain: Microsoft Azure, Cloud Security, Data Security, Network Security, Cloud Applications, Role-Based Access Control (RBAC), Application Security, Microsoft SQL Servers, Web Applications, Database Application, Cloud Development, Azure Active Directory, Firewall, Relational Databases, Cloud Management, Cloud Storage, Key Management, Identity and Access Management, Threat Detection, Encryption

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    CompTIA Cybersecurity Analyst (CySA+) CS0-003: Unit 3

    Skills you'll gain: Computer Security Incident Management, Security Management, Data Security, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud Packet Mirroring with OpenSource IDS

    Skills you'll gain: Google Cloud Platform, Intrusion Detection and Prevention, Network Monitoring, Network Security, Virtual Machines, Security Information and Event Management (SIEM), Cloud Infrastructure, General Networking, Threat Detection, Network Infrastructure, Load Balancing, System Configuration, Network Analysis

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Certified Kubernetes Security Specialist (CKS) Course

    Skills you'll gain: Kubernetes, Role-Based Access Control (RBAC), DevSecOps, Infrastructure Security, Application Security, Hardening, Cloud Security, Network Security, Containerization, Security Testing, Security Controls, Docker (Software), Cyber Security Policies, Secure Coding, Identity and Access Management, Threat Detection, Encryption, Authentications, Verification And Validation

    Advanced · Course · 3 - 6 Months

  • Status: Preview
    Preview
    C

    Coursera

    Demystifying Oracle Cloud Infrastructure (OCI) Security

    Skills you'll gain: Cloud Security, Oracle Cloud, Identity and Access Management, Encryption, Infrastructure Security, Network Security, Data Security, Continuous Monitoring, Security Controls, Cloud Computing, Security Strategy, Threat Detection, Data Encryption Standard, Cloud Computing Architecture, Authorization (Computing), Authentications

    Intermediate · Course · 1 - 4 Weeks

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

  • Applied Machine Learning: Techniques and Applications: Johns Hopkins University
  • Cybersecurity Fundamentals with Cisco Tools: Board Infinity
  • TOTAL - CompTIA CySA+ Cybersecurity Analyst (CS0-003): Packt
  • Introduction to Ethical Hacking and Recon Techniques: Packt
  • Advanced Penetration Techniques: Packt
  • Visual Perception: Columbia University
  • Alteryx Advanced: Packt
  • Secure your Cloud Data: Microsoft
  • CompTIA Cybersecurity Analyst (CySA+) CS0-003: Unit 3: Pearson
  • Google Cloud Packet Mirroring with OpenSource IDS: Google Cloud

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