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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: New
      New
      I

      ISC2

      Network and Communications Security

      Skills you'll gain: OSI Models, Network Security, Security Controls, General Networking, Wireless Networks, Network Protocols, Firewall, Network Administration, TCP/IP, Telecommunications, Proxy Servers, Network Infrastructure, Intrusion Detection and Prevention, Remote Access Systems

      4.4
      Rating, 4.4 out of 5 stars
      ·
      25 reviews

      Beginner · Course · 1 - 4 Weeks

    • 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

    • Status: Free Trial
      Free Trial
      O

      O.P. Jindal Global University

      Machine Learning for Marketing

      Skills you'll gain: Marketing Analytics, Anomaly Detection, Digital Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Online Advertising, Customer Retention, Text Mining, Predictive Analytics, Google Analytics, Search Engine Optimization, Applied Machine Learning, Data Ethics, Data Mining, Customer Insights

      4
      Rating, 4 out of 5 stars
      ·
      15 reviews

      Beginner · Specialization · 3 - 6 Months

    • P

      Packt

      Computer Vision: YOLO Custom Object Detection with Colab GPU

      Skills you'll gain: Image Analysis, Computer Vision, Python Programming, Deep Learning, Real Time Data, Data Processing, Applied Machine Learning, Development Environment, Cloud Storage, Data Collection, Software Installation, System Configuration

      3
      Rating, 3 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Google サイバーセキュリティ

      Skills you'll gain: Threat Modeling, Security Controls, Incident Response, Computer Security Incident Management, Intrusion Detection and Prevention, Vulnerability Management, Cybersecurity, Hardening, Network Security, Stakeholder Communications, Vulnerability Assessments, Relational Databases, Security Information and Event Management (SIEM), TCP/IP, Data Security, Cloud Security, Network Architecture, Security Management, Linux, Debugging

      4.7
      Rating, 4.7 out of 5 stars
      ·
      239 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • E

      Edureka

      Gen AI in Cybersecurity

      Skills you'll gain: Cybersecurity, Secure Coding, Cyber Security Strategy, Threat Detection, Network Security, IT Security Architecture, Generative AI, Endpoint Security, Continuous Monitoring, Incident Response, Artificial Intelligence, IT Automation

      3.7
      Rating, 3.7 out of 5 stars
      ·
      36 reviews

      Beginner · Course · 1 - 4 Weeks

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

      Packt

      Advanced Security and Troubleshooting

      Skills you'll gain: Network Troubleshooting, Network Security, Network Administration, Virtual Private Networks (VPN), Network Monitoring, Remote Access Systems, Hardening, TCP/IP, Security Controls, Enterprise Security, Network Protocols, OSI Models, Authentications, Encryption, Wireless Networks, Command-Line Interface

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      EDUCBA

      Splunk Administration and Advanced Topics

      Skills you'll gain: Splunk, Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Incident Response, User Accounts, Security Information and Event Management (SIEM), Machine Learning, Event Monitoring, Performance Tuning, Data Visualization, Threat Detection, Identity and Access Management, Anomaly Detection, Correlation Analysis, Data Analysis, Authentications, Data Collection, Configuration Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      44 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Model Diagnostics and Remedial Measures

      Skills you'll gain: Data Validation, Regression Analysis, Exploratory Data Analysis, Verification And Validation, Plot (Graphics), Mathematical Modeling, Statistical Methods, Statistical Modeling, Data Transformation, Predictive Modeling, Correlation Analysis, Statistical Analysis, Statistical Inference, Linear Algebra

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      I

      Infosec

      CompTIA Security+ 701

      Skills you'll gain: Cybersecurity, Cyber Attacks, Incident Response, Information Systems Security, Threat Modeling, Application Security, Security Management, Computer Security Incident Management, Network Security, IT Security Architecture, Security Information and Event Management (SIEM), Cyber Threat Intelligence, Security Controls, Identity and Access Management, Cryptography, Threat Detection, Data Security, Encryption, Security Strategy, Personally Identifiable Information

      4.4
      Rating, 4.4 out of 5 stars
      ·
      203 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      IBM Ethical Hacking with Open Source Tools

      Skills you'll gain: Penetration Testing, Linux, Linux Commands, Network Security, Bash (Scripting Language), Network Monitoring, Scripting, Cyber Security Assessment, Cybersecurity, Cyber Threat Hunting, Anomaly Detection, Vulnerability Scanning, Incident Response, Threat Detection, Data Ethics, Command-Line Interface, Vulnerability Assessments, Security Testing, Information Systems Security, Cyber Security Policies

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: New
      New
      C

      Coursera Instructor Network

      GenAI for Fraud Analysts: Improving Detection Efficiency

      Skills you'll gain: Anomaly Detection, Data Visualization, Data Presentation, Generative AI, Risk Management, Business Risk Management, ChatGPT, Data Synthesis, Compliance Management, Compliance Auditing, Regulatory Compliance, Threat Detection, Prompt Engineering, Data Pipelines, Applied Machine Learning, Automation, Predictive Analytics, Artificial Intelligence

      Intermediate · Course · 1 - 4 Weeks

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

    • Network and Communications Security : ISC2
    • Generative AI for Data Science with Copilot: Microsoft
    • Machine Learning for Marketing: O.P. Jindal Global University
    • Computer Vision: YOLO Custom Object Detection with Colab GPU: Packt
    • Google サイバーセキュリティ: Google
    • Gen AI in Cybersecurity: Edureka
    • Advanced Security and Troubleshooting: Packt
    • Splunk Administration and Advanced Topics: EDUCBA
    • Model Diagnostics and Remedial Measures: Illinois Tech
    • CompTIA Security+ 701: Infosec

    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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