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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


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    Pearson

    Certified Kubernetes Security Specialist (CKS): Unit 1

    Skills you'll gain: Open Web Application Security Project (OWASP), Threat Modeling, Kubernetes, Threat Management, Cloud-Native Computing, Public Key Infrastructure, Infrastructure Security, Threat Detection, Application Security, Cloud Security, Vulnerability Assessments, Cloud Applications

    Intermediate · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Introduction to Social Computing

    Skills you'll gain: Responsible AI, Social Network Analysis, Data Ethics, Behavioral Economics, Analytics, Game Design, Social Sciences, Sociology, Artificial Intelligence, Systems Thinking, Research, Human Computer Interaction, Psychology

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Securing the IoT Landscape: From Inception to Architecture

    Skills you'll gain: Threat Modeling, Cloud Security, Internet Of Things, Infrastructure Security, Vulnerability Management, Information Systems Security, Incident Response, Identity and Access Management, Security Engineering, Threat Management, Penetration Testing, Network Security, Security Controls, Cloud Computing, Cloud Computing Architecture, Threat Detection, Authentications, Authorization (Computing)

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    AWS: Managed AI Services

    Skills you'll gain: AI Personalization, Fraud detection, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Amazon Web Services, Artificial Intelligence, Natural Language Processing, Text Mining, Data Processing, Document Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Secure VPC Networks with Cloud Next Generation Firewall

    Skills you'll gain: Intrusion Detection and Prevention, Firewall, Network Security, Threat Detection, Virtual Private Networks (VPN), Infrastructure Security, Cloud Security, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Unity Game Development Foundations & 2D Projects

    Skills you'll gain: Unity Engine, Animation and Game Design, Game Design, Video Game Development, Animations, Scripting, Software Architecture, Visualization (Computer Graphics), User Interface (UI), Augmented and Virtual Reality (AR/VR), Interactive Design, Software Design Patterns, Development Environment, Object Oriented Design, C# (Programming Language), Object Oriented Programming (OOP), UI Components, 3D Assets, Artificial Intelligence and Machine Learning (AI/ML), Virtual Environment

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Fraud detection, Supervised Learning, Semantic Web, Deep Learning, Small Data, Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Loan Officers: Revolutionizing Credit Scoring

    Skills you'll gain: Responsible AI, Loan Origination, Lending and Underwriting, Consumer Lending, Commercial Lending, Workflow Management, Generative AI, Customer Communications Management, Customer experience improvement, Regulatory Requirements, Credit Risk, Document Management, Financial Services, Business Process Automation, Artificial Intelligence, Risk Management

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Incident Management and Continuous Improvement

    Skills you'll gain: Incident Management, Incident Response, Security Management, Computer Security Incident Management, Continuous Monitoring, Infrastructure Security, Cybersecurity, Cyber Security Policies, Telecommuting, Cyber Security Strategy, Security Controls, Security Strategy, Security Awareness, Threat Detection, Employee Engagement

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Certified Ethical Hacker (CEH): Unit 8

    Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, LangChain, Threat Detection, Responsible AI, Large Language Modeling, Continuous Monitoring, Information Systems Security, Generative AI, Vulnerability Assessments, Incident Response, LangGraph, Prompt Engineering, Security Strategy, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    No-Code Machine Learning Using Amazon AWS SageMaker Canvas

    Skills you'll gain: AWS SageMaker, Applied Machine Learning, Amazon Web Services, No-Code Development, Machine Learning, Supervised Learning, Predictive Modeling, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Version Control, Data Validation, Data Cleansing

    Beginner · Course · 1 - 3 Months

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    Packt

    NLP – Machine Learning Models in Python

    Skills you'll gain: Dimensionality Reduction, Text Mining, Applied Machine Learning, Statistical Machine Learning, Supervised Learning, Unsupervised Learning, Python Programming, Machine Learning, Predictive Modeling, Regression Analysis, Algorithms

    Intermediate · Course · 1 - 3 Months

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

  • Certified Kubernetes Security Specialist (CKS): Unit 1: Pearson
  • Introduction to Social Computing: Johns Hopkins University
  • Securing the IoT Landscape: From Inception to Architecture: LearnQuest
  • AWS: Managed AI Services: Whizlabs
  • Secure VPC Networks with Cloud Next Generation Firewall: Google Cloud
  • Unity Game Development Foundations & 2D Projects: EDUCBA
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • GenAI for Loan Officers: Revolutionizing Credit Scoring: Coursera
  • Incident Management and Continuous Improvement: LearnQuest
  • Certified Ethical Hacker (CEH): Unit 8: Pearson

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