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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

    • P

      Packt

      Web Hacker's Toolbox - Tools Used by Successful Hackers

      Skills you'll gain: Security Testing, Penetration Testing, Open Web Application Security Project (OWASP), Cyber Security Assessment, Vulnerability Scanning, Application Security, Vulnerability Assessments, Test Tools, Web Development Tools, Web Applications, SQL

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Advanced Cybersecurity Risk Management

      Skills you'll gain: Incident Response, Risk Management Framework, Cyber Risk, Risk Management, Security Management, Enterprise Risk Management (ERM), Business Risk Management, Cyber Threat Intelligence, Governance Risk Management and Compliance, Continuous Monitoring, Cyber Security Strategy, Security Information and Event Management (SIEM), Threat Detection, ISO/IEC 27001, Control Objectives for Information and Related Technology (COBIT), Key Performance Indicators (KPIs)

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Managing Information System Security Architecture

      Skills you'll gain: Incident Response, IT Security Architecture, Identity and Access Management, Continuous Monitoring, Network Security, Security Management, Security Awareness, Information Systems Security, Security Information and Event Management (SIEM), Application Security, Disaster Recovery, Security Controls, Cloud Security, Cyber Security Strategy, Infrastructure Security, Systems Architecture, Threat Detection, Cyber Governance, Authentications, Encryption

      Beginner · Course · 1 - 4 Weeks

    • L

      LearnQuest

      The Cybersecurity Culture Blueprint: A Proactive Approach

      Skills you'll gain: Incident Response, Incident Management, Cybersecurity, Human Factors (Security), Security Awareness, Continuous Monitoring, Cyber Security Strategy, Cyber Governance, Computer Security Awareness Training, Culture Transformation, Threat Detection, Organizational Change, Employee Training, Employee Engagement, Communication Strategies

      Beginner · Course · 1 - 4 Weeks

    • P

      Packt

      Computer Vision: Face Recognition Quick Starter in Python

      Skills you'll gain: Computer Vision, Image Analysis, Real Time Data, Python Programming, Programming Principles, Visualization (Computer Graphics), Algorithms, Development Environment, Deep Learning, Software Installation

      Beginner · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Securing the IoT Landscape: From Inception to Architecture

      Skills you'll gain: Threat Modeling, Cloud Security, Internet Of Things, Infrastructure Security, Vulnerability Management, Information Systems Security, Incident Response, Identity and Access Management, Penetration Testing, Network Security, Cloud Computing, Cloud Computing Architecture, Threat Detection, Authentications, Authorization (Computing)

      Intermediate · Course · 1 - 4 Weeks

    • P

      Packt

      Fundamentals of Secure Software

      Skills you'll gain: Open Web Application Security Project (OWASP), Threat Modeling, Application Security, Software Development Life Cycle, DevSecOps, Security Testing, Secure Coding, Security Software, Security Engineering, Cloud Security, Encryption, Vulnerability Scanning, Software Development, Threat Detection, Cryptography, Engineering Software, Software Testing, CI/CD, Cloud Platforms, Vulnerability Assessments

      Intermediate · Course · 3 - 6 Months

    • P

      Packt

      Learn Man in the Middle Attacks from Scratch

      Skills you'll gain: Penetration Testing, Network Security, Cybersecurity, Threat Detection, General Networking, Vulnerability Management, Linux, System Configuration, Command-Line Interface, Software Installation, Virtual Machines, Network Analysis

      Intermediate · Course · 1 - 3 Months

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

      Edureka

      Practical Deep Learning with Python

      Skills you'll gain: Deep Learning, Applied Machine Learning, Image Analysis, Computer Vision, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Natural Language Processing, Supervised Learning, Network Architecture, Performance Tuning

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      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, Data Analysis, Business Analytics, Analytics, Business Analysis, Unsupervised Learning, Anomaly Detection, Process Mapping, Tree Maps

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      C

      Coursera Instructor Network

      GenAI for Risk Managers: Advanced Risk Analysis Techniques

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

      Advanced · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Security Command Center Fundamentals

      Skills you'll gain: Cloud Security, Threat Detection, Security Information and Event Management (SIEM), Configuration Management, Google Cloud Platform, Security Management, Vulnerability Scanning, Continuous Monitoring, Vulnerability Management

      Beginner · Course · 1 - 3 Months

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

    • Web Hacker's Toolbox - Tools Used by Successful Hackers: Packt
    • Advanced Cybersecurity Risk Management: Board Infinity
    • Managing Information System Security Architecture: LearnQuest
    • The Cybersecurity Culture Blueprint: A Proactive Approach: LearnQuest
    • Computer Vision: Face Recognition Quick Starter in Python: Packt
    • Securing the IoT Landscape: From Inception to Architecture: LearnQuest
    • Fundamentals of Secure Software: Packt
    • Learn Man in the Middle Attacks from Scratch: Packt
    • Practical Deep Learning with Python: Edureka
    • Exploratory Analytics Project Ideation: University of Minnesota

    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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