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  2. 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


  • B

    Board Infinity

    AI Phishing Detection: Build a Machine Learning System

    Skills you'll gain: Email Security, Threat Detection, Model Deployment, MLOps (Machine Learning Operations), AI Security, Model Evaluation, Model Training, Feature Engineering, Applied Machine Learning, Text Mining, Cybersecurity, Machine Learning, Data Preprocessing, Authentications

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • M

    Microsoft

    Advanced Data Analysis with Generative AI

    Skills you'll gain: Applied Machine Learning, Anomaly Detection, Generative AI, Time Series Analysis and Forecasting, Model Evaluation, Text Mining, Predictive Modeling, Generative Adversarial Networks (GANs), Generative Model Architectures, Forecasting, Advanced Analytics, Machine Learning Methods, Statistical Machine Learning, Model Training, Large Language Modeling, Natural Language Processing, Predictive Analytics, Unstructured Data, Data Analysis, Statistical Analysis

    4.6 stars, 69 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (69) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Implement ITIL AI Governance Controls

    Skills you'll gain: Risk Analysis, AI Security, Governance Risk Management and Compliance, Governance, Risk Control, Compliance Management, Regulatory Compliance, Policy Development, Law, Regulation, and Compliance, Information Technology Infrastructure Library, Gap Analysis, Business Workflow Analysis, Agentic systems, Incident Management, Cross-Functional Team Leadership, Regulation and Legal Compliance, Policy Analysis

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • M

    Microsoft

    Generative AI for Data Science

    Skills you'll gain: Fine-tuning, Generative AI, Model Optimization, Large Language Modeling, Data Ethics, LLM Application, Responsible AI, Feature Engineering, AI Security, Advertising, Marketing, Anomaly Detection, Data Synthesis, Information Privacy

    4.5 stars, 29 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (29) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    L&T EduTech

    Cognitive Sensors for Adaptive Manufacturing

    Skills you'll gain: Internet Of Things, Control Systems, Analytics, Manufacturing Processes, Wireless Networks, System Monitoring, Manufacturing Operations, Plant Operations and Management, Process Control, Manufacturing and Production, Industrial Engineering, Continuous Monitoring, Automation, Safety Assurance, Data Analysis, Data-Driven Decision-Making, Advanced Analytics, Sustainability Standards, Mechanical Engineering, Mechanical Design

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Fraud Analysts: Improving Detection Efficiency

    Skills you'll gain: Anomaly Detection, Fraud detection, Data Visualization, Generative AI, Risk Management, Risk Mitigation, ChatGPT, Data Synthesis, Compliance Management, AI Integrations, AI Workflows, Data Pipelines, Automation

    4.7 stars, 11 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • M

    Macquarie University

    Cyber Security: Data, Privacy and AI Security

    Skills you'll gain: Information Privacy, Data Security, Security Testing, Threat Detection, Responsible AI, Data Governance, Cyber Threat Intelligence, Data Management, Cyber Attacks, Cloud Security, Cyber Security Strategy, Cybersecurity, Data Loss Prevention, Data Integrity, Security Management, Security Controls, Security Awareness, Cyber Operations, Artificial Intelligence and Machine Learning (AI/ML), Data Science

    4.6 stars, 47 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (47) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    AI for FP&A Automation & Modeling

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Anomaly Detection, Reconciliation, Financial Data, General Ledger, Financial Modeling, Financial Auditing, Auditing, Financial Controls, Financial Forecasting, Generative AI, Artificial Intelligence, Finance, Financial Analysis, Audit Planning, Financial Planning, Data Mapping, Cyber Governance

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Macquarie University

    AI-Powered Cybersecurity

    Skills you'll gain: Responsible AI, Incident Response, AI Security, Computer Security Incident Management, Incident Management, Fraud detection, Threat Detection, Security Management, Anomaly Detection, Security Testing, Cyber Attacks, Threat Modeling, Data Ethics, Cybersecurity, Cyber Operations, Network Security, Malware Protection, Crisis Management, Machine Learning, Generative Adversarial Networks (GANs)

    5 stars, 9 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 5 (9) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Cyber Threat Intelligence and Incident Response

    Skills you'll gain: Incident Response, Vulnerability Assessments, Vulnerability Management, Cyber Threat Intelligence, MITRE ATT&CK Framework, Cyber Security Strategy, Cybersecurity, Endpoint Detection and Response, Intrusion Detection and Prevention, Security Testing, IT Security Architecture, Cyber Attacks, Security Information and Event Management (SIEM), Cyber Engineering, Patch Management, Network Security, Malware Protection, Continuous Monitoring, Digital Forensics, Risk Analysis

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Intrusion Detection

    Skills you'll gain: Intrusion Detection and Prevention, Model Evaluation, Incident Response, Threat Detection, Computer Security Incident Management, Cyber Threat Intelligence, Distributed Denial-Of-Service (DDoS) Attacks, Event Monitoring, Cybersecurity, Incident Management, Cyber Security Strategy, Threat Management, Model Training, Anomaly Detection, Continuous Monitoring, Cyber Security Policies, Security Management, System Monitoring, Network Analysis, Data Analysis

    4.8 stars, 9 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (9) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Model Training, Machine Learning Methods, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Forecasting, Anomaly Detection

    4.3 stars, 20 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (20) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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