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  • Anomaly Detection

Anomaly Detection Courses

Anomaly detection courses can help you learn statistical methods, machine learning techniques, and data preprocessing strategies. You can build skills in identifying outliers, implementing clustering algorithms, and applying time series analysis. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, as well as software for data visualization, which enhance your ability to analyze and interpret complex datasets.

Popular Anomaly Detection Courses and Certifications


  • G

    Google Cloud

    Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

    Skills you'll gain: Fraud detection, Feature Engineering, Big Data, Anomaly Detection, Google Cloud Platform, Unsupervised Learning, Model Evaluation, Data Manipulation, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Model Training, Supervised Learning, Predictive Modeling, Machine Learning

    ★ 4 (26) · Intermediate · Project · Less Than 2 Hours

  • W

    Whizlabs

    AWS: Threat Detection, Logging and Monitoring

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Threat Detection, Threat Management, Amazon Web Services, Incident Response, Continuous Monitoring, Cloud Security, Identity and Access Management, Amazon Elastic Compute Cloud, Network Security, Incident Management, Event Monitoring

    ★ 4.7 (15) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Fake News Detection with Machine Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Plot (Graphics), Artificial Neural Networks, Data Cleansing, Data Import/Export, Data Preprocessing, Natural Language Processing, Model Training, Applied Machine Learning, Python Programming, Machine Learning, Automation

    ★ 4.6 (265) · Beginner · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Advanced Network Analysis and Incident Response

    Skills you'll gain: Incident Response, Computer Security Incident Management, Intrusion Detection and Prevention, Cybersecurity, Anomaly Detection, Incident Management, Threat Detection, Cyber Security Policies, Network Analysis, AI Security, Network Security, Network Monitoring, NIST 800-53, Cloud Security

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution

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

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Generative AI and its Impact on Cybersecurity

    Skills you'll gain: MITRE ATT&CK Framework, AI Security, Cyber Security Strategy, Cybersecurity, Generative Model Architectures, Generative Adversarial Networks (GANs), Threat Detection, Responsible AI, Artificial Intelligence, Anomaly Detection

    Intermediate · Course · 1 - 3 Months

  • G

    Google

    Introduction to Detection and Incident Response

    Skills you'll gain: Incident Response, Computer Security Incident Management, Incident Management, Threat Detection, Event Monitoring, Threat Management, Security Information and Event Management (SIEM), Document Management, Cybersecurity, NIST 800-53

    ★ 5 (9) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Detecting and Mitigating Cyber Threats and Attacks

    Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Incident Response, Computer Security Incident Management, Cybersecurity, Threat Management, Data Security, Cyber Attacks, Endpoint Detection and Response, Incident Management, Endpoint Security, Network Security, Firewall, Security Software, Anomaly Detection, System Monitoring

    ★ 4.7 (459) · Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Mastering Cloud FinOps

    Skills you'll gain: Cloud Management, Dashboard, Resource Utilization, Cost Containment, Budget Management, Financial Management, Cost Control, Financial Data, Cost Management, Expense Management, Anomaly Detection, Serverless Computing, Resource Allocation, Cloud Computing Architecture, Forecasting, Management Reporting, Cost Reduction, Containerization, Plan Execution, Solution Architecture

    ★ 4 (6) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming

    ★ 4.9 (10) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Association Rules Analysis

    Skills you'll gain: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Machine Learning Methods, Data Mining, Applied Machine Learning, Feature Engineering, Data Analysis, Correlation Analysis, Algorithms

    ★ 4.8 (12) · 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, Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Applications, Application Deployment, Image Analysis, Computer Vision

    Beginner · Project · Less Than 2 Hours

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

  • Fraud Detection on Financial Transactions with Machine Learning on Google Cloud: Google Cloud
  • AWS: Threat Detection, Logging and Monitoring: Whizlabs
  • Fake News Detection with Machine Learning: Coursera
  • Advanced Network Analysis and Incident Response: Johns Hopkins University
  • Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution: Google Cloud
  • Generative AI and its Impact on Cybersecurity: Packt
  • Introduction to Detection and Incident Response: Google
  • Detecting and Mitigating Cyber Threats and Attacks: University of Colorado System
  • Mastering Cloud FinOps: Board Infinity
  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera

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