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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

    • I

      ISC2

      Systems and Application Security

      Skills you'll gain: Malware Protection, Endpoint Security, Mobile Security, Cloud Security, Application Security, Cloud Computing, Threat Detection, Cybersecurity, Virtualization, Virtual Machines, Intrusion Detection and Prevention, Human Factors (Security), Encryption

      4.8
      Rating, 4.8 out of 5 stars
      ·
      19 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Michigan

      AI for Autonomous Vehicles and Robotics

      Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Deep Learning, Computer Vision, Artificial Intelligence, Statistical Machine Learning, Reinforcement Learning, Artificial Neural Networks, Automation, Algorithms

      4.4
      Rating, 4.4 out of 5 stars
      ·
      18 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      BIM Coordination

      Skills you'll gain: Design Reviews, Autodesk Revit, Building Information Modeling, Visualization (Computer Graphics), Augmented and Virtual Reality (AR/VR), Engineering Analysis, Architectural Engineering, Structural Engineering, Construction Management, Construction, Technical Standard

      4.8
      Rating, 4.8 out of 5 stars
      ·
      24 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Object Localization with TensorFlow

      Skills you'll gain: Tensorflow, Keras (Neural Network Library), Image Analysis, Computer Vision, Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming

      4.3
      Rating, 4.3 out of 5 stars
      ·
      113 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Next-Generation Firewalls and Intrusion Prevention

      Skills you'll gain: Intrusion Detection and Prevention, Continuous Monitoring, Threat Management, Firewall, Incident Response, Network Security, Threat Detection, Network Monitoring, Information Systems Security, Infrastructure Security, Cyber Security Strategy, Real Time Data

      4.4
      Rating, 4.4 out of 5 stars
      ·
      34 reviews

      Advanced · Course · 1 - 4 Weeks

    • H

      H2O.ai

      Practical Machine Learning on H2O

      Skills you'll gain: Unsupervised Learning, Deep Learning, Anomaly Detection, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Decision Tree Learning, Predictive Modeling, Random Forest Algorithm, Data Import/Export, Artificial Neural Networks, Data Modeling, Data Manipulation, Feature Engineering

      4.5
      Rating, 4.5 out of 5 stars
      ·
      74 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Secure Networked System with Firewall and IDS

      Skills you'll gain: Firewall, Network Security, Intrusion Detection and Prevention, Information Systems Security, Security Controls, Infrastructure Security, Threat Detection, Linux Administration, Linux

      4
      Rating, 4 out of 5 stars
      ·
      59 reviews

      Intermediate · Course · 1 - 4 Weeks

    • E

      EDUCBA

      Data Center Security Management with Microsoft System Center

      Skills you'll gain: Incident Response, Incident Management, Data Centers, DevSecOps, System Monitoring, Threat Detection, Infrastructure Security, Microsoft Servers, Security Management, Payment Card Industry (PCI) Data Security Standards, Information Systems Security, Windows Servers, IT Infrastructure, Security Information and Event Management (SIEM), Disaster Recovery, IT Automation, Virtual Machines, Configuration Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      36 reviews

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Detect and Investigate Threats with Security Command Center

      Skills you'll gain: Threat Detection, Threat Management, Cloud Security, Google Cloud Platform, Vulnerability Management, Vulnerability Assessments, Security Information and Event Management (SIEM), Public Cloud

      Intermediate · Project · Less Than 2 Hours

    • 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

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

      Packt

      CompTIA Security+ Certification (SY0-701): The Total Course

      Skills you'll gain: Penetration Testing, Incident Response, Network Security, Intrusion Detection and Prevention, Cybersecurity, Computer Security Incident Management, Application Security, Open Web Application Security Project (OWASP), Information Systems Security, Identity and Access Management, Vulnerability Assessments, Security Strategy, Cryptography, Security Testing, Secure Coding, Encryption, Risk Management Framework, Command-Line Interface, Virtual Private Networks (VPN), Threat Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      9 reviews

      Intermediate · Specialization · 3 - 6 Months

    • P

      Packt

      Nmap for Penetration Testing: From Beginner to Advanced

      Skills you'll gain: OSI Models, Penetration Testing, TCP/IP, Vulnerability Scanning, Network Protocols, Network Security, Network Administration, Vulnerability Assessments, Firewall, Performance Tuning, Network Analysis, Scripting, System Configuration

      Intermediate · Course · 1 - 3 Months

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

    • Systems and Application Security: ISC2
    • AI for Autonomous Vehicles and Robotics: University of Michigan
    • BIM Coordination: L&T EduTech
    • Object Localization with TensorFlow: Coursera Project Network
    • Next-Generation Firewalls and Intrusion Prevention: LearnQuest
    • Practical Machine Learning on H2O: H2O.ai
    • Secure Networked System with Firewall and IDS: University of Colorado System
    • Data Center Security Management with Microsoft System Center: EDUCBA
    • Detect and Investigate Threats with Security Command Center: Google Cloud
    • Securing Linux Systems: LearnQuest

    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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