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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
      P

      Packt

      Security Architecture & Operations

      Skills you'll gain: Security Controls, Identity and Access Management, Incident Response, Vulnerability Management, Network Security, Cloud Security, Vulnerability Assessments, Threat Detection, Cybersecurity, Data Security, Infrastructure Security, Firewall, Encryption, Endpoint Security, Disaster Recovery

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      AWS: Security and Key Management

      Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Security, Network Security, Threat Detection, Amazon S3, Infrastructure Security, Data Security, Vulnerability Management, Firewall, Key Management, Distributed Denial-Of-Service (DDoS) Attacks, Authorization (Computing), Encryption, Multi-Factor Authentication

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Vector Databases Deep Dive

      Skills you'll gain: NoSQL, Database Systems, Database Management Systems, Databases, Database Management, Data Storage Technologies, Data Structures, Data Management, Performance Tuning, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Algorithms

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      Protection of Information Assets

      Skills you'll gain: Data Security, Network Security, Security Testing, Cybersecurity, Infrastructure Security, Identity and Access Management, Cloud Security, Security Controls, Threat Detection, Firewall, OSI Models, Encryption, Single Sign-On (SSO), Computer Networking, Incident Response, Public Key Infrastructure

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Natural Language Processing - Probability Models in Python

      Skills you'll gain: Natural Language Processing, Text Mining, Scikit Learn (Machine Learning Library), Dimensionality Reduction, Statistical Machine Learning, Unsupervised Learning, Python Programming, Bayesian Statistics, NumPy, Supervised Learning, Machine Learning

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Secure VPC Networks with Cloud Next Generation Firewall

      Skills you'll gain: Firewall, Network Security, Intrusion Detection and Prevention, Cloud Security, Infrastructure Security, Security Controls, Threat Detection, Performance Tuning

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Managing Security in Google Cloud - Português Brasileiro

      Skills you'll gain: Identity and Access Management, Cloud Security, Google Cloud Platform, Authentications, Cloud Management, Cloud Computing, Security Controls, Firewall, Authorization (Computing), Network Security, Threat Detection, Virtual Private Networks (VPN), Load Balancing

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Google Workspace Security - Español

      Skills you'll gain: Single Sign-On (SSO), Lightweight Directory Access Protocols, Security Assertion Markup Language (SAML), Google Workspace, Cloud Security, Application Security, Threat Detection, Application Programming Interface (API), Authentications, Security Management, Multi-Factor Authentication, Identity and Access Management, User Accounts

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Beginning Security

      Skills you'll gain: Open Web Application Security Project (OWASP), Secure Coding, Application Security, Data Security, Cyber Attacks, Cybersecurity, Threat Modeling, Web Applications, Threat Detection, Security Awareness, Vulnerability Management, Encryption, Authentications, Authorization (Computing), PHP (Scripting Language)

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Networking in Google Cloud: Network Security - Português Brasileiro

      Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Continuous Monitoring, Cloud Security, Proxy Servers, Google Cloud Platform, Network Administration, Infrastructure Security, Identity and Access Management, Threat Detection, Event Monitoring, Intrusion Detection and Prevention, Hardening, Firewall, Network Monitoring, Network Troubleshooting, Authorization (Computing), Load Balancing, Anomaly Detection

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Web Application Security Testing with Google Hacking

      Skills you'll gain: Penetration Testing, Security Testing, Vulnerability Scanning, Application Security, Vulnerability Assessments, Infrastructure Security, Web Applications, Data Security, Web Servers, SQL

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Networking in Google Cloud: Network Security - Español

      Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Cloud Security, Proxy Servers, Google Cloud Platform, Firewall, Infrastructure Security, Network Monitoring, Intrusion Detection and Prevention, Threat Detection, Identity and Access Management

      Intermediate · Course · 1 - 3 Months

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

    • Security Architecture & Operations: Packt
    • AWS: Security and Key Management: Whizlabs
    • Vector Databases Deep Dive: Packt
    • Protection of Information Assets: Whizlabs
    • Natural Language Processing - Probability Models in Python: Packt
    • Secure VPC Networks with Cloud Next Generation Firewall: Google Cloud
    • Managing Security in Google Cloud - Português Brasileiro: Google Cloud
    • Google Workspace Security - Español: Google Cloud
    • Beginning Security: Packt
    • Networking in Google Cloud: Network Security - Português Brasileiro: Google Cloud

    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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