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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
      M

      Microsoft

      Advanced Cybersecurity Concepts and Capstone Project

      Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, Threat Management, Cybersecurity, Cyber Security Strategy, Application Security, Threat Detection, Security Strategy, Microsoft Azure, Cloud Security, Internet Of Things, Secure Coding, Network Security, Security Controls, Vulnerability Assessments, Identity and Access Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      74 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      Universitat Autònoma de Barcelona

      Detección de objetos

      Skills you'll gain: Computer Vision, Image Analysis, Classification And Regression Tree (CART), Machine Learning Algorithms, Supervised Learning, Machine Learning, Deep Learning, Feature Engineering, Artificial Neural Networks, Histogram

      4.4
      Rating, 4.4 out of 5 stars
      ·
      352 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Practical Predictive Analytics: Models and Methods

      Skills you'll gain: Unsupervised Learning, Supervised Learning, Statistical Machine Learning, Predictive Analytics, Advanced Analytics, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Graph Theory, Probability & Statistics, Big Data

      4.1
      Rating, 4.1 out of 5 stars
      ·
      320 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Securing Linux Systems

      Skills you'll gain: Virtual Private Networks (VPN), Linux Administration, Public Key Infrastructure, Linux, Intrusion Detection and Prevention, Firewall, Remote Access Systems, Authentications, Authorization (Computing), Network Security, Security Controls, System Monitoring, File Management, Systems Administration, User Accounts, Encryption

      4.5
      Rating, 4.5 out of 5 stars
      ·
      110 reviews

      Beginner · Course · 1 - 4 Weeks

    • E

      Erasmus University Rotterdam

      Science Communication: Communicating Trustworthy Information in the Digital World

      Skills you'll gain: Journalism, Media and Communications, Public Affairs, Research, Technical Communication, Scientific Methods, Persuasive Communication, Digital Communications, Threat Detection, Policy Analysis, Public Policies, Policy Development, Content Creation, Social Sciences, Ethical Standards And Conduct

      4.5
      Rating, 4.5 out of 5 stars
      ·
      57 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      MathWorks

      Image Segmentation, Filtering, and Region Analysis

      Skills you'll gain: Image Analysis, Matlab, Computer Vision, Medical Imaging, Spatial Analysis, Data Import/Export

      4.8
      Rating, 4.8 out of 5 stars
      ·
      48 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      Technical University of Munich (TUM)

      Digitalisation in Space Research

      Skills you'll gain: Global Positioning Systems, Digital Transformation, Environmental Monitoring, Aerospace Basic Quality System Standards, Manufacturing Processes, Manufacturing and Production, Big Data, Production Process, Cybersecurity, Artificial Intelligence, Threat Detection, Automation, Telecommunications, Data Processing, Cloud Services, Technology Strategies, Data Storage, Data Collection

      4.8
      Rating, 4.8 out of 5 stars
      ·
      95 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Infosec

      Execution, persistence, privilege escalation and evasion

      Skills you'll gain: Cybersecurity, Cyber Operations, Cyber Threat Hunting, Intrusion Detection and Prevention, Scripting, Python Programming, Authorization (Computing), Command-Line Interface, Operating Systems

      4.5
      Rating, 4.5 out of 5 stars
      ·
      88 reviews

      Intermediate · Course · 1 - 4 Weeks

    • I

      IBM

      Introduction to the Threat Intelligence Lifecycle

      Skills you'll gain: Cyber Threat Intelligence, Threat Management, Threat Detection, Data Cleansing, Data Management, Data Validation, Data Quality, Data Integrity, Technical Communication, Automation, Requirements Analysis, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      27 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Generative AI for Data Science with Copilot

      Skills you'll gain: Generative AI, Microsoft Copilot, OpenAI, Data Ethics, Prompt Engineering, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Data Synthesis, Information Privacy, Anomaly Detection, Data Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      25 reviews

      Beginner · Course · 1 - 4 Weeks

    • I

      ISC2

      Incident Response and Recovery

      Skills you'll gain: Incident Response, Disaster Recovery, Computer Security Incident Management, Business Continuity, Cybersecurity, Investigation, Event Monitoring, Threat Detection, Risk Management, Communication Strategies

      4.6
      Rating, 4.6 out of 5 stars
      ·
      38 reviews

      Beginner · Course · 1 - 4 Weeks

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

      Packt

      Foundations and Reconnaissance Techniques

      Skills you'll gain: Penetration Testing, Vulnerability Scanning, Cyber Security Assessment, Vulnerability Assessments, MITRE ATT&CK Framework, Threat Detection, Infrastructure Security, Cybersecurity, Payment Card Industry (PCI) Data Security Standards, NIST 800-53, Network Analysis, General Data Protection Regulation (GDPR)

      Intermediate · Course · 1 - 4 Weeks

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

    • Advanced Cybersecurity Concepts and Capstone Project: Microsoft
    • Detección de objetos: Universitat Autònoma de Barcelona
    • Practical Predictive Analytics: Models and Methods: University of Washington
    • Securing Linux Systems: LearnQuest
    • Science Communication: Communicating Trustworthy Information in the Digital World: Erasmus University Rotterdam
    • Image Segmentation, Filtering, and Region Analysis: MathWorks
    • Digitalisation in Space Research: Technical University of Munich (TUM)
    • Execution, persistence, privilege escalation and evasion: Infosec
    • Introduction to the Threat Intelligence Lifecycle : IBM
    • Generative AI for Data Science with Copilot: Microsoft

    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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