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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
      P

      Packt

      Preprocessing Unstructured Data for LLMs and RAG Systems

      Skills you'll gain: Unstructured Data, Large Language Modeling, Data Processing, Text Mining, Generative AI, Semantic Web, Data Transformation, Development Environment, Data Cleansing, Application Programming Interface (API), Metadata Management, Hypertext Markup Language (HTML)

      Intermediate · Course · 1 - 3 Months

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

      Packt

      Cloud Security, Resiliency, and Vulnerability Management

      Skills you'll gain: Endpoint Security, Vulnerability Management, Infrastructure as Code (IaC), Cloud Computing Architecture, Cloud Security, Cyber Threat Intelligence, Vulnerability Assessments, Cloud Computing, Zero Trust Network Access, Cybersecurity, Network Security, Cyber Security Assessment, Threat Detection, Mobile Security, Hardening, Security Controls, Disaster Recovery, Authentications

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Check Point Software Technologies Ltd.

      Check Point Jump Start: Quantum Management

      Skills you'll gain: Threat Management, Threat Detection, Cyber Security Policies, Intrusion Detection and Prevention, Network Troubleshooting, Firewall, Security Management, Infrastructure Security, Network Administration, System Configuration, Software Installation, System Implementation

      Beginner · Course · 1 - 3 Months

    • L

      LearnQuest

      Enhancing Mac Security: Strategies for Protection

      Skills you'll gain: Mac OS, Network Security, Threat Management, Endpoint Security, Threat Detection, Security Strategy, Information Systems Security, Security Controls, Security Awareness, Automation

      Beginner · Course · 1 - 4 Weeks

    • I

      IBM

      Cybersecurity Specialist Capstone

      Skills you'll gain: Incident Response, Computer Security Incident Management, Cyber Security Assessment, Cybersecurity, Security Management, Cyber Attacks, Security Strategy, Threat Management, Malware Protection, Data Security, Vulnerability Assessments, Cyber Risk, Threat Detection, Vulnerability Management, Computer Security Awareness Training, Distributed Denial-Of-Service (DDoS) Attacks, Email Security

      Intermediate · Course

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Security Administration with Cisco Defense Orchestrator

      Skills you'll gain: General Networking, Network Architecture, TCP/IP, OSI Models, Threat Management, Cybersecurity, Information Technology, Computer Networking, Network Security, Network Routers, Cyber Attacks, Network Switches, Firewall, Security Strategy

      Beginner · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Google Cloud Packet Mirroring with OpenSource IDS

      Skills you'll gain: Google Cloud Platform, Intrusion Detection and Prevention, Network Monitoring, Virtual Machines, Security Information and Event Management (SIEM), Cloud Infrastructure, General Networking, Threat Detection, Network Infrastructure, Load Balancing, System Configuration

      Beginner · Project · Less Than 2 Hours

    • C

      Codio

      SQL for Security Specialist

      Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Secure Coding, Database Management, Relational Databases, Query Languages, Security Controls, Data Access, Data Security, Role-Based Access Control (RBAC), Threat Detection

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Protecting APIs with Apigee X and Cloud Armor

      Skills you'll gain: Cloud API, Application Programming Interface (API), Google Cloud Platform, Cloud Security, Load Balancing, Threat Management, Threat Detection

      Beginner · Project · Less Than 2 Hours

    • G

      Google Cloud

      Enhanced Network Security Approach on Google Cloud

      Skills you'll gain: Cloud Security, Threat Detection, Google Cloud Platform, Threat Management, Intrusion Detection and Prevention, Network Security, Firewall, Security Information and Event Management (SIEM), Incident Response, Endpoint Security

      Advanced · Project · Less Than 2 Hours

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

      Packt

      Comprehensive Cisco Security Techniques and Automation

      Skills you'll gain: Endpoint Security, Multi-Factor Authentication, Patch Management, Network Security, Cybersecurity, Network Monitoring, Data Security, Event Monitoring, Malware Protection, Mobile Security, Authorization (Computing), Identity and Access Management

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Machine Learning – Modern Computer Vision & Generative AI

      Skills you'll gain: Generative AI, Test Driven Development (TDD), Image Analysis, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Keras (Neural Network Library), Machine Learning, Supervised Learning, Python Programming, Development Environment, Jupyter, NumPy, Software Installation

      Intermediate · Course · 1 - 3 Months

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

    • Preprocessing Unstructured Data for LLMs and RAG Systems: Packt
    • Cloud Security, Resiliency, and Vulnerability Management: Packt
    • Check Point Jump Start: Quantum Management: Check Point Software Technologies Ltd.
    • Enhancing Mac Security: Strategies for Protection: LearnQuest
    • Cybersecurity Specialist Capstone: IBM
    • Security Administration with Cisco Defense Orchestrator: LearnQuest
    • Google Cloud Packet Mirroring with OpenSource IDS: Google Cloud
    • SQL for Security Specialist: Codio
    • Protecting APIs with Apigee X and Cloud Armor: Google Cloud
    • Enhanced Network Security Approach on Google Cloud: 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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