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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: Free Trial
      Free Trial
      I

      IBM

      Security Analyst Fundamentals

      Skills you'll gain: Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Penetration Testing, Computer Security Incident Management, Intrusion Detection and Prevention, Threat Modeling, Threat Detection, Threat Management, MITRE ATT&CK Framework, Cryptography, Security Testing, Incident Management, Application Security, Encryption, Cybersecurity, Code Review, Vulnerability Scanning, Vulnerability Assessments, Open Web Application Security Project (OWASP)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • E

      EDUCBA

      Automated Cyber Security Incident Response

      Skills you'll gain: Incident Response, Intrusion Detection and Prevention, Computer Security Incident Management, Incident Management, Threat Detection, Security Information and Event Management (SIEM), Automation, Event Monitoring, Cyber Threat Hunting, Continuous Monitoring, System Monitoring, Anomaly Detection, Cybersecurity, Data Analysis Software, Artificial Intelligence and Machine Learning (AI/ML)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      52 reviews

      Beginner · Course · 1 - 4 Weeks

    • T

      Technical University of Denmark (DTU)

      Whole genome sequencing of bacterial genomes - tools and applications

      Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Infectious Diseases, Epidemiology, Data Analysis Software, Database Development, Analysis, Data Pipelines, Data Processing, Public Health, Data Quality

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.6K reviews

      Beginner · Course · 1 - 3 Months

    • N

      National Taiwan University

      BIM Application for Engineers

      Skills you'll gain: Autodesk Revit, Building Information Modeling, Autodesk, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Data Integration

      4.7
      Rating, 4.7 out of 5 stars
      ·
      502 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Features and Boundaries

      Skills you'll gain: Image Analysis, Computer Vision, Computer Graphics, Algorithms, Machine Learning Algorithms, Machine Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      49 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Artificial Intelligence Privacy and Convenience

      Skills you'll gain: Data Ethics, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Security, Business Ethics, Vulnerability Assessments, Data Governance, Data Collection, Algorithms, Accountability

      4.7
      Rating, 4.7 out of 5 stars
      ·
      89 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Alberta

      Astro 101: Black Holes

      Skills you'll gain: Physics, Storytelling, Scientific Methods, Science and Research, General Science and Research, Simulations, Scientific Visualization

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.1K reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Fake News Detection with Machine Learning

      Skills you'll gain: Exploratory Data Analysis, Deep Learning, Text Mining, Artificial Neural Networks, Matplotlib, Data Cleansing, Data Import/Export, Data Analysis, Natural Language Processing, Data Processing, Data Manipulation, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      258 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Detecting COVID-19 with Chest X-Ray using PyTorch

      Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Machine Learning Methods, Medical Imaging, Computer Vision, X-Ray Computed Tomography

      4.5
      Rating, 4.5 out of 5 stars
      ·
      338 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Introduction to Data, Signal, and Image Analysis with MATLAB

      Skills you'll gain: Data Visualization, Image Analysis, Data Visualization Software, Machine Learning Methods, Matlab, Applied Machine Learning, Statistical Methods, Data Analysis, Data Processing, Computer Vision, Regression Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      220 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Networking in Google Cloud

      Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Load Balancing, Network Monitoring, Network Architecture, Network Security, Network Routing, Network Planning And Design, Virtual Private Networks (VPN), Cloud Computing Architecture, Hybrid Cloud Computing, Google Cloud Platform, Firewall, Computer Networking, Multi-Cloud, TCP/IP, Network Infrastructure, Network Troubleshooting, Cloud Security, Intrusion Detection and Prevention, Identity and Access Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2K reviews

      Intermediate · Specialization · 3 - 6 Months

    • G

      Google Cloud

      Create a Cosmetic Anomaly Detection Model using Visual Inspection AI

      Skills you'll gain: Anomaly Detection, Image Analysis, Google Cloud Platform, Computer Vision, Data Import/Export, Applied Machine Learning, Quality Assurance, Predictive Modeling

      Beginner · Project · Less Than 2 Hours

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

    • Security Analyst Fundamentals: IBM
    • Automated Cyber Security Incident Response: EDUCBA
    • Whole genome sequencing of bacterial genomes - tools and applications: Technical University of Denmark (DTU)
    • BIM Application for Engineers: National Taiwan University
    • Features and Boundaries: Columbia University
    • Artificial Intelligence Privacy and Convenience: LearnQuest
    • Astro 101: Black Holes: University of Alberta
    • Fake News Detection with Machine Learning: Coursera Project Network
    • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera Project Network
    • Introduction to Data, Signal, and Image Analysis with MATLAB: Vanderbilt University

    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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