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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

      System Hacking, Malware Threats, and Network Attacks

      Skills you'll gain: Vulnerability Assessments, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Cybersecurity, Threat Modeling, Malware Protection, Penetration Testing, Threat Detection, Cyber Attacks, Network Security, Intrusion Detection and Prevention, Information Systems Security, Security Awareness, Network Protocols, Authentications

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      M

      Maven Analytics

      Complete Visual Guide to Machine Learning

      Skills you'll gain: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Data Mining, Workflow Management, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Histogram, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Quality Assurance, Random Forest Algorithm

      Beginner · Course · 1 - 3 Months

    • P

      Packt

      Certified Kubernetes Security Specialist (CKS) Course

      Skills you'll gain: Kubernetes, Hardening, Role-Based Access Control (RBAC), DevSecOps, Application Security, Infrastructure Security, Cloud Security, Containerization, Microservices, Network Security, Docker (Software), Secure Coding, Identity and Access Management, Threat Detection, Encryption

      Advanced · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      Dell

      Dell Technologies Networking & Security Technical Support

      Skills you'll gain: Network Troubleshooting, Computer Security Incident Management, Incident Response, Cybersecurity, Cyber Attacks, Cyber Security Policies, Threat Detection, Technical Support, Network Security, General Networking, Computer Networking, Network Architecture, Network Administration, Network Protocols

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      LPIC-1 Linux Administrator (101-500)

      Skills you'll gain: Linux Administration, Package and Software Management, Linux, Command-Line Interface, Linux Servers, Linux Commands, Unix Commands, File Systems, OS Process Management, Bash (Scripting Language), Unix, Software Installation, Systems Administration, Unix Shell, File Management, Service Management, Authorization (Computing), Operating Systems, Servers, Data Storage

      5
      Rating, 5 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Self-Driving Car Specialization Course

      Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Automation, Embedded Software, Simulations, Systems Architecture, Virtual Environment, Software Architecture, Scenario Testing, Artificial Neural Networks, Global Positioning Systems, Algorithms, Predictive Modeling, Computer Hardware, Estimation

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      C

      Coursera Project Network

      Wireshark for Packet Capture: Analyze web traffic

      Skills you'll gain: Network Protocols, Network Performance Management, Network Monitoring, Network Troubleshooting, Threat Detection, Network Analysis, TCP/IP, Web Servers, Network Security

      Intermediate · Guided Project · Less Than 2 Hours

    • P

      Packt

      Alteryx Advanced

      Skills you'll gain: Alteryx, Data Cleansing, Data Manipulation, Advanced Analytics, Data Wrangling, Data Transformation, Predictive Modeling, Data Processing, Machine Learning, Data Pipelines, Feature Engineering, Sampling (Statistics), Data Mining, Data Integration, Workflow Management, Complex Problem Solving

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      GIAC Security Essentials (GSEC)

      Skills you'll gain: Cybersecurity, Incident Response, Cryptography, Information Systems Security, Network Security, Vulnerability Scanning, Encryption, Security Controls, Vulnerability Assessments, Infrastructure Security, Penetration Testing, Cloud Security, Intrusion Detection and Prevention, Authorization (Computing), Firewall, Identity and Access Management, Linux, Microsoft Windows

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      G

      Google Cloud

      Chronicle SIEM: Multi Event Rules

      Skills you'll gain: Security Information and Event Management (SIEM), Security Management, Event Monitoring, Threat Detection, Continuous Monitoring, System Monitoring, Google Cloud Platform

      Beginner · Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Inside BFSI: Structure, Challenges, and Technology

      Skills you'll gain: Financial Services, Risk Management, Banking, Customer experience strategy (CX), Digital Transformation, FinTech, Regulatory Compliance, Environmental Social And Corporate Governance (ESG), Financial Market, Cybersecurity, Payment Processing, Innovation, Blockchain, Artificial Intelligence and Machine Learning (AI/ML)

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Intro to Natural Language Processing in Microsoft Azure

      Skills you'll gain: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Unstructured Data, Analytics, Application Development, Application Programming Interface (API)

      Beginner · Course · 1 - 4 Weeks

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

    • System Hacking, Malware Threats, and Network Attacks: Packt
    • Complete Visual Guide to Machine Learning: Maven Analytics
    • Certified Kubernetes Security Specialist (CKS) Course: Packt
    • Dell Technologies Networking & Security Technical Support: Dell
    • LPIC-1 Linux Administrator (101-500): Packt
    • Self-Driving Car Specialization Course: Packt
    • Wireshark for Packet Capture: Analyze web traffic: Coursera Project Network
    • Alteryx Advanced: Packt
    • GIAC Security Essentials (GSEC): Packt
    • Chronicle SIEM: Multi Event Rules: 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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