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    • Anomaly Detection

    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: Free Trial
      Free Trial
      L

      LearnQuest

      Mastering Security Management with CDO

      Skills you'll gain: Event Monitoring, Incident Response, Computer Security Incident Management, Security Management, Cyber Security Policies, Firewall, Security Information and Event Management (SIEM), Command-Line Interface, System Monitoring, Configuration Management, Continuous Monitoring, Object Oriented Design, User Interface (UI), Threat Detection, Computer Displays, UI Components, Simulations

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Cyber Security Projects for Your Dream Job

      Skills you'll gain: Security Information and Event Management (SIEM), Cloud Security, Cybersecurity, Network Security, Cloud Computing, Threat Detection, Vulnerability Scanning, Intrusion Detection and Prevention, Cyber Security Assessment, Amazon Web Services, Microsoft Azure, Incident Management, ChatGPT, Virtual Machines

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Writing Clean Code: 20 Code Smells & How to Avoid Them

      Skills you'll gain: Software Design, Maintainability, Software Design Patterns, Object Oriented Design, Software Architecture, Code Review, Programming Principles, Debugging, Scalability

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      G

      Google Cloud

      Getting Started with Security Command Center Enterprise

      Skills you'll gain: Threat Detection, Vulnerability Management, Cyber Threat Hunting, Vulnerability Assessments, Cloud Security, Multi-Cloud, Intrusion Detection and Prevention, Threat Management, Google Cloud Platform, Enterprise Security

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      Creating Impactful Data Visualizations with Generative AI

      Skills you'll gain: Data Storytelling, Data Presentation, Generative AI, Data Ethics, Prompt Engineering, Interactive Data Visualization, Plotly, Data Visualization Software, Data-Driven Decision-Making, Matplotlib, Seaborn, Artificial Intelligence, Automation, Data Integrity

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Designing Software-Defined Branch Infrastructures

      Skills you'll gain: Threat Management, Threat Detection, Software-Defined Networking, Network Architecture, Network Planning And Design, Network Security, Cloud-Based Integration, Cloud Computing Architecture, Network Infrastructure, Internet Of Things, Multi-Cloud, Wide Area Networks, Technical Consulting, Scalability, Technology Solutions

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google Cloud

      Evaluate Your Cloud Next Generation Firewall Needs

      Skills you'll gain: Firewall, Network Security, Cloud Security, Cloud Infrastructure, Google Cloud Platform, Network Infrastructure, Threat Detection

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Palo Alto Networks Cybersecurity Fundamentals

      Skills you'll gain: Cybersecurity, TCP/IP, Network Security, Cyber Attacks, Endpoint Security, Infrastructure Security, Network Routing, Threat Detection, Firewall, Computer Networking, Wireless Networks, Cloud Security, Cloud Computing, Information Technology Infrastructure Library, Vulnerability Assessments

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Mitigating Security Vulnerabilities on GC - Português

      Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Data Loss Prevention, Threat Management, Cloud Security, Threat Detection, Google Cloud Platform, Application Security, IT Security Architecture, Continuous Monitoring, Malware Protection, Security Controls, Data Security, Personally Identifiable Information, Vulnerability Scanning, Identity and Access Management, Security Management, Information Privacy

      Intermediate · Course · 1 - 3 Months

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

      Packt

      Advanced Web Exploits, Python Scripting & Network Attacks

      Skills you'll gain: Penetration Testing, OSI Models, Open Web Application Security Project (OWASP), TCP/IP, Network Security, General Networking, Cybersecurity, Prompt Engineering, Large Language Modeling, Vulnerability Assessments, Web Applications, Scripting, Generative AI, Python Programming, SQL, MySQL

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      NLP – Machine Learning Models in Python

      Skills you'll gain: Dimensionality Reduction, Natural Language Processing, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Supervised Learning, Unsupervised Learning, Python Programming, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Linear Algebra, Algorithms

      Intermediate · Course · 1 - 3 Months

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

      Packt

      Network Security, Troubleshooting, & Certification Prep

      Skills you'll gain: Network Troubleshooting, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Hardening, Network Administration, Network Monitoring, Intrusion Detection and Prevention, Threat Modeling, Network Protocols, Cybersecurity, Information Systems Security, Firewall, Network Infrastructure, General Networking, Authentications, Identity and Access Management, Local Area Networks, Networking Hardware, Encryption, Virtual Local Area Network (VLAN)

      Intermediate · Course · 1 - 3 Months

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

    • Mastering Security Management with CDO: LearnQuest
    • Cyber Security Projects for Your Dream Job: Packt
    • Writing Clean Code: 20 Code Smells & How to Avoid Them: Packt
    • Getting Started with Security Command Center Enterprise: Google Cloud
    • Creating Impactful Data Visualizations with Generative AI: Coursera Instructor Network
    • Designing Software-Defined Branch Infrastructures: LearnQuest
    • Evaluate Your Cloud Next Generation Firewall Needs: Google Cloud
    • Palo Alto Networks Cybersecurity Fundamentals: Packt
    • Mitigating Security Vulnerabilities on GC - Português: Google Cloud
    • Advanced Web Exploits, Python Scripting & Network Attacks: Packt

    Frequently Asked Questions about Anomaly Detection

    Anomaly detection is an important process in data mining that pinpoints complex, non-conforming patterns and outliers in a specific dataset. The process can identify events that deviate from the normal behavior expected from that dataset. The process can pick out everything from small software or hardware errors or glitches and hacks to serious machine vulnerabilities and critical zero-day attacks. ‎

    It’s important to learn about anomaly detection if you plan to work in the field of machine learning and artificial intelligence (AI). Anomaly detection is a critical security tool that can identify significant fraud, network intrusions, and other events that can substantially disrupt a business or entire industry’s technological delivery system.‎

    The types of jobs you can get by learning about anomaly detection can be found in all types of fields, including banking, financial services, insurance, retail, manufacturing, IT, government and defense, and health care. You might study anomaly detection to become a data scientist, big data engineer, machine learning developer, or fraud detection analyst within those fields. Studying the subject can open up opportunities for you in many companies that need to have data sources monitored for potential security threats and attacks. If you study anomaly detection, you also may be able to find a career in companies that need forensic accountants and fraud detection engineers to uncover unusual and sometimes suspicious activities.‎

    Online courses can help you learn anomaly detection by giving you a better grasp of the broad subject of machine learning, including deep learning. Learning about anomaly detection online may give you the cutting-edge skills to teach you to build an anomaly detection model using deep learning and advanced technology such as Keras API with Tensorflow 2. You also may be able to learn how to create interactive charts and plots using Plotly Python and Seaborn for data visualization.‎

    Online Anomaly Detection courses offer a convenient and flexible way to enhance your existing knowledge or learn new Anomaly Detection skills. With a wide range of Anomaly Detection classes, you can conveniently learn at your own pace to advance your Anomaly Detection career.‎

    When looking to enhance your workforce's skills in Anomaly Detection, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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