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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

    • 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

    • Status: New
      New
      P

      Packt

      Salesforce Certified AI Specialist Certification

      Skills you'll gain: Prompt Engineering, Salesforce, Data Ethics, Workflow Management, Customer Relationship Management, Generative AI, Artificial Intelligence, Business Process Automation, Predictive Modeling, Data Security, Data Modeling, Automation

      Intermediate · Course · 1 - 3 Months

    • 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: New
      New
      P

      Packt

      CyberSec First Responder (CFR-310)

      Skills you'll gain: Incident Response, Cyber Threat Intelligence, Cybersecurity, Cyber Attacks, Vulnerability Assessments, Threat Modeling, Vulnerability Scanning, Threat Detection, Intrusion Detection and Prevention, Application Security, Penetration Testing, Network Security, Malware Protection, Network Analysis

      Intermediate · Course · 1 - 3 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

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

      Packt

      Ethical Hacking Foundations & Network Security

      Skills you'll gain: Penetration Testing, Network Security, Wireless Networks, Cybersecurity, Linux, Vulnerability Assessments, Intrusion Detection and Prevention, Command-Line Interface, Linux Commands, Network Analysis, Encryption, Virtual Private Networks (VPN), System Configuration, Security Software, Software Installation, File Management, Virtual Machines

      Beginner · Course · 1 - 3 Months

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

      Packt

      The Complete Ethical Hacking Course

      Skills you'll gain: Penetration Testing, OSI Models, Network Security, Open Web Application Security Project (OWASP), TCP/IP, Cybersecurity, Malware Protection, Cyber Attacks, Wireless Networks, Application Security, Network Monitoring, Linux, Object Oriented Programming (OOP), Vulnerability Assessments, General Networking, Security Awareness, Intrusion Detection and Prevention, Command-Line Interface, Large Language Modeling, Prompt Engineering

      Intermediate · Specialization · 3 - 6 Months

    • 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

    • G

      Google Cloud

      Create a Component Anomaly Detection Model using Visual Inspection AI

      Skills you'll gain: Anomaly Detection, Image Analysis, Computer Vision, Google Cloud Platform, Predictive Modeling, Artificial Intelligence

      Beginner · Project · Less Than 2 Hours

    • Status: New
      New
      P

      Packt

      Beginning Security

      Skills you'll gain: Open Web Application Security Project (OWASP), Secure Coding, Application Security, Data Security, Cybersecurity, Cyber Attacks, 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
      Status: Free Trial
      Free Trial
      P

      Packt

      Advanced Web Exploits, Python Scripting & Network Attacks

      Skills you'll gain: Penetration Testing, OSI Models, Open Web Application Security Project (OWASP), TCP/IP, Network Security, General Networking, Cybersecurity, Large Language Modeling, Prompt Engineering, Vulnerability Assessments, Web Applications, Scripting, Generative AI, Python Programming, SQL, MySQL

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Deploy and Test a Visual Inspection AI Cosmetic Anomaly Detection Solution

      Skills you'll gain: Anomaly Detection, Google Cloud Platform, Application Deployment, Image Analysis, Cloud Computing, Predictive Analytics, Computer Vision

      Beginner · Project · Less Than 2 Hours

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

    • Fake News Detection with Machine Learning: Coursera Project Network
    • Salesforce Certified AI Specialist Certification: Packt
    • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera Project Network
    • CyberSec First Responder (CFR-310): Packt
    • Create a Cosmetic Anomaly Detection Model using Visual Inspection AI: Google Cloud
    • Ethical Hacking Foundations & Network Security: Packt
    • The Complete Ethical Hacking Course: Packt
    • Security Analyst Fundamentals: IBM
    • Create a Component Anomaly Detection Model using Visual Inspection AI: Google Cloud
    • Beginning Security: Packt

    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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