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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
      Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Introduction to Crisis Management and Crisis Communication

      Skills you'll gain: Crisis Management, Strategic Communication, Emergency Response, Corporate Communications, Risk Management, Business Continuity Planning, Public Relations, Internal Communications, Stakeholder Management, Communication, Media Relations

      Beginner · Course · 1 - 4 Weeks

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

      Packt

      Certified Ethical Hacker (CEH) v.12

      Skills you'll gain: Vulnerability Assessments, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Mobile Security, Cybersecurity, Threat Modeling, Penetration Testing, Cyber Threat Intelligence, Open Web Application Security Project (OWASP), Malware Protection, Threat Detection, Network Security, Cyber Attacks, MITRE ATT&CK Framework, Cyber Threat Hunting, Intrusion Detection and Prevention, Information Systems Security, Wireless Networks, Cryptography, Risk Management Framework

      4.7
      Rating, 4.7 out of 5 stars
      ·
      11 reviews

      Beginner · Specialization · 3 - 6 Months

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

      Packt

      CompTIA PenTest+ (PT0-002)

      Skills you'll gain: Penetration Testing, Vulnerability Scanning, Cyber Security Assessment, Security Testing, Threat Modeling, Vulnerability Assessments, MITRE ATT&CK Framework, Open Web Application Security Project (OWASP), Intrusion Detection and Prevention, Threat Detection, Application Security, Technical Communication, Infrastructure Security, Network Security, Vulnerability Management, Cybersecurity, Virtual Local Area Network (VLAN), Scripting, Technical Writing, Test Case

      4.8
      Rating, 4.8 out of 5 stars
      ·
      12 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science Decisions in Time

      Skills you'll gain: Precision Medicine, Game Theory, Reinforcement Learning, Data-Driven Decision-Making, Clinical Trials, Bioinformatics, Data Analysis, Image Analysis, Decision Tree Learning, Analytics, Markov Model, Bayesian Statistics, Time Series Analysis and Forecasting, Business Analytics, Data Science, Strategic Decision-Making, Statistical Methods, Anomaly Detection, Cybersecurity, Algorithms

      Intermediate · Specialization · 3 - 6 Months

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

      Packt

      Advanced Incident Handling and Analysis Techniques

      Skills you'll gain: Cloud Security, Intrusion Detection and Prevention, Email Security, Incident Response, Application Security, Cloud Computing, Computer Security Incident Management, Cyber Attacks, Cyber Threat Intelligence, Threat Detection, Web Applications, Malware Protection, Network Security, Threat Management, Security Information and Event Management (SIEM), Network Monitoring, Incident Management, Data Security, Authentications

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Cluster Analysis and Unsupervised Machine Learning in Python

      Skills you'll gain: Unsupervised Learning, Data Visualization, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Science, Statistical Methods, Algorithms, NumPy, Python Programming

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Azure Cybersecurity Solutions And Microsoft Defender

      Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Azure Active Directory, Microsoft Azure, Cyber Security Policies, Cloud Security, Firewall, Cyber Attacks, Cybersecurity, Malware Protection, Identity and Access Management, Network Security, Threat Management, Endpoint Security, Security Information and Event Management (SIEM), Threat Detection, Security Controls, Intrusion Detection and Prevention, Scenario Testing, Encryption, Virtual Machines

      Beginner · Course · 1 - 4 Weeks

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

      Packt

      Handling Security Incidents Across Domains

      Skills you'll gain: Email Security, Incident Response, Computer Security Incident Management, Malware Protection, Security Management, Cybersecurity, Network Security, Intrusion Detection and Prevention, Event Monitoring, Threat Detection, Cyber Threat Hunting, Distributed Denial-Of-Service (DDoS) Attacks, Wireless Networks

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Time Series Data Visualization And Analysis Techniques

      Skills you'll gain: Time Series Analysis and Forecasting, Data Visualization Software, Statistical Visualization, Plot (Graphics), Box Plots, Anomaly Detection, Heat Maps, Exploratory Data Analysis, Data Processing

      4.4
      Rating, 4.4 out of 5 stars
      ·
      17 reviews

      Intermediate · Guided Project · Less Than 2 Hours

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

      IBM

      Ethical Hacking with Kali Linux

      Skills you'll gain: Linux, Linux Commands, Penetration Testing, Bash (Scripting Language), Network Monitoring, Scripting, Cyber Security Assessment, Command-Line Interface, Cybersecurity, Vulnerability Assessments, Intrusion Detection and Prevention, System Configuration, Network Security, Automation, Virtual Machines

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      K

      Kennesaw State University

      Cybersecurity: Protecting your Information at Home

      Skills you'll gain: Email Security, Personally Identifiable Information, Firewall, Threat Detection, Network Security, Cybersecurity, Security Awareness, Cloud Storage, Information Privacy, Cloud Computing, General Networking, Encryption

      4.8
      Rating, 4.8 out of 5 stars
      ·
      31 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Juniper Networks

      Juniper Networks Security Fundamentals

      Skills you'll gain: Juniper Network Technologies, Network Security, Virtual Private Networks (VPN), Intrusion Detection and Prevention, Software-Defined Networking, Firewall, Network Troubleshooting, Virtualization, Computer Networking, Network Architecture, Security Software, Network Administration, Remote Access Systems, System Configuration, Network Monitoring, Infrastructure Security, Threat Management, Cyber Security Policies, Security Management, Command-Line Interface

      5
      Rating, 5 out of 5 stars
      ·
      16 reviews

      Beginner · Specialization · 1 - 4 Weeks

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

    • Introduction to Crisis Management and Crisis Communication: University of Colorado Boulder
    • Certified Ethical Hacker (CEH) v.12: Packt
    • CompTIA PenTest+ (PT0-002): Packt
    • Data Science Decisions in Time: Johns Hopkins University
    • Advanced Incident Handling and Analysis Techniques: Packt
    • Cluster Analysis and Unsupervised Machine Learning in Python: Packt
    • Azure Cybersecurity Solutions And Microsoft Defender : Microsoft
    • Handling Security Incidents Across Domains: Packt
    • Time Series Data Visualization And Analysis Techniques : Coursera Project Network
    • Ethical Hacking with Kali Linux: IBM

    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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