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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

    • G

      Google Cloud

      Streamline App Development with Gemini Code Assist

      Skills you'll gain: Unit Testing, Integrated Development Environments, Software Documentation, Code Review, Software Development Tools, Software Testing, Technical Documentation, Application Development, Maintainability, Debugging

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      GenAI for Azure: AI-Powered Cloud Optimization Strategies

      Skills you'll gain: Microsoft Copilot, Generative AI, Cloud Management, Data Ethics, Microsoft Azure, OpenAI, Cloud Security, Scalability, Cloud Computing, DevOps, Automation, Artificial Intelligence, CI/CD, Performance Tuning, Anomaly Detection

      Intermediate · Course · 1 - 4 Weeks

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

      University of Minnesota

      Exploratory Analytics Project Ideation

      Skills you'll gain: Exploratory Data Analysis, Project Design, Data Mining, Ideation, Data Analysis, Business Analytics, Analytics, Business Analysis, Unsupervised Learning, Anomaly Detection, Process Mapping, Tree Maps

      Beginner · 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

    • 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: New
      New
      C

      Coursera Instructor Network

      Creating Impactful Data Visualizations with Generative AI

      Skills you'll gain: Data Storytelling, Data Presentation, Generative AI, Data Ethics, Prompt Engineering, Interactive Data Visualization, Plotly, Data Visualization Software, Data-Driven Decision-Making, Matplotlib, Seaborn, Artificial Intelligence, Automation, Data Integrity

      Intermediate · Course · 1 - 4 Weeks

    • 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

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

      Packt

      Certified Incident Handler (ECIH) v2

      Skills you'll gain: Email Security, Cloud Security, Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Incident Management, Vulnerability Management, Risk Management Framework, Malware Protection, Security Management, Threat Management, Application Security, Cloud Computing, Cybersecurity, Cyber Attacks, Network Security, Disaster Recovery, Cyber Threat Intelligence, Vulnerability Assessments, Threat Detection

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Writing Clean Code: 20 Code Smells & How to Avoid Them

      Skills you'll gain: Software Design, Maintainability, Software Design Patterns, Object Oriented Design, Software Architecture, Code Review, Programming Principles, Debugging, Scalability

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      G

      Google Cloud

      Getting Started with Security Command Center Enterprise

      Skills you'll gain: Threat Detection, Vulnerability Management, Cyber Threat Hunting, Vulnerability Assessments, Cloud Security, Multi-Cloud, Intrusion Detection and Prevention, Threat Management, Google Cloud Platform, Enterprise Security

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Simplilearn

      Deep Learning Frameworks and Neural Networks Simplified

      Skills you'll gain: Deep Learning, Tensorflow, Keras (Neural Network Library), Artificial Neural Networks, Artificial Intelligence, Computer Vision, Machine Learning Methods, Data Manipulation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      Improving Diagnostic Accuracy with GenAI

      Skills you'll gain: Generative AI, Health Informatics, Generative AI Agents, Prompt Engineering, Precision Medicine, Patient Evaluation, Data Integration, Medical Imaging, Healthcare Ethics, Artificial Intelligence

      Beginner · Course · 1 - 4 Weeks

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

    • Streamline App Development with Gemini Code Assist: Google Cloud
    • GenAI for Azure: AI-Powered Cloud Optimization Strategies: Coursera Instructor Network
    • Exploratory Analytics Project Ideation: University of Minnesota
    • Check Point Jump Start: Quantum Management: Check Point Software Technologies Ltd.
    • Cybersecurity Specialist Capstone: IBM
    • Creating Impactful Data Visualizations with Generative AI: Coursera Instructor Network
    • SQL for Security Specialist: Codio
    • Certified Incident Handler (ECIH) v2: Packt
    • Writing Clean Code: 20 Code Smells & How to Avoid Them: Packt
    • Getting Started with Security Command Center Enterprise: 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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