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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


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    Pearson

    Certified Kubernetes Security Specialist (CKS): Unit 8

    Skills you'll gain: Kubernetes, Application Security, Containerization, Threat Detection, Encryption, Infrastructure Security, Security Engineering, API Gateway, Network Security, Hardening, Scenario Testing, Continuous Monitoring, Authorization (Computing), Authentications

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Image Analysis, Computer Vision, Data Processing

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Security Operations

    Skills you'll gain: Threat Management, Threat Modeling, Vulnerability Assessments, Incident Response, Computer Security Incident Management, Vulnerability Management, Threat Detection, Cyber Security Assessment, Cyber Threat Intelligence, Risk Mitigation, Security Management, Hardening, Application Security, Infrastructure Security

    Advanced · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Computational and Graphical Models in Probability

    Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Preprocessing Unstructured Data for LLMs and RAG Systems

    Skills you'll gain: LangChain, LLM Application, Real Time Data, Application Frameworks, Document Management, Data Store, Data Quality, Image Analysis

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Streamline App Development with Gemini Code Assist

    Skills you'll gain: Google Gemini, Unit Testing, Integrated Development Environments, Software Documentation, Code Review, Software Development Tools, Cloud Development, Software Testing, Technical Documentation, Application Development, Maintainability, Debugging

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Practical Deep Learning with Python

    Skills you'll gain: Artificial Intelligence, Python Programming, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Introduction to Machine Learning and Algorithmic Bias

    Skills you'll gain: Responsible AI, Artificial Intelligence, Machine Learning, Governance, Data Ethics, Data Processing, Risk Mitigation, Algorithms, AI Product Strategy, Business Ethics, Data Collection, Regulatory Requirements, Business, Analytical Skills, Business Strategy, Business Planning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Google Workspace のセキュリティ

    Skills you'll gain: Email Security, Mobile Security, Google Workspace, Authentications, Cloud Security, Data Security, Multi-Factor Authentication, Identity and Access Management, Security Management, Continuous Monitoring, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Cybersecurity Strategies for AI-Driven Organizations

    Skills you'll gain: Threat Modeling, Responsible AI, Cyber Security Strategy, Data Ethics, Cyber Security Assessment, Cybersecurity, Threat Detection, Cyber Risk, Cyber Attacks, Vulnerability Assessments, Artificial Intelligence, Data Security, Incident Response, Risk Modeling, Tensorflow, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Google Workspace Mail Management 日本語版

    Skills you'll gain: Email Security, Data Loss Prevention, Threat Management, Malware Protection, Personally Identifiable Information, Data Security, Google Workspace, Security Controls, Threat Detection

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Cisco CCNP Security SNCF (Exam 300-710)

    Skills you'll gain: Firewall, Network Security, System Configuration, Network Administration, Amazon Web Services, Virtual Private Networks (VPN), Infrastructure Security, Network Monitoring, Network Troubleshooting, Security Information and Event Management (SIEM), Threat Management, Network Performance Management, Endpoint Security, Intrusion Detection and Prevention, System Monitoring, Cyber Security Policies, Configuration Management, Application Deployment

    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 8: Pearson
  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn
  • Security Operations: Packt
  • Computational and Graphical Models in Probability: Johns Hopkins University
  • Preprocessing Unstructured Data for LLMs and RAG Systems: Packt
  • Streamline App Development with Gemini Code Assist: Google Cloud
  • Practical Deep Learning with Python: Edureka
  • Introduction to Machine Learning and Algorithmic Bias: Northeastern University
  • Google Workspace のセキュリティ: Google Cloud
  • Cybersecurity Strategies for AI-Driven Organizations: Coursera

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