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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


  • Status: New
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    Status: Free Trial
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    EDUCBA

    Master AWS Rekognition: Analyze, Detect, and Automate

    Skills you'll gain: Serverless Computing, Computer Vision, Image Analysis, Amazon Web Services, AI Integrations, Cloud API, Cloud Applications, Unstructured Data

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Model Optimization, Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Anomaly Detection, Classification Algorithms, Linear Algebra

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Mask Detector with Python & TensorFlow: Build & Deploy

    Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Computer Vision, Model Training, Front-End Web Development, Data Preprocessing, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Data Analysis with the FraudFinder Workshop

    Skills you'll gain: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Model Training, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Data Store, Jupyter, Data Analysis, Data Warehousing, Machine Learning

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Microsoft Sentinel Skills

    Skills you'll gain: Security Information and Event Management (SIEM), Threat Detection, Microsoft Azure, Anomaly Detection, Cyber Threat Intelligence, Cloud Deployment, Security Management, Role-Based Access Control (RBAC), Incident Response, Configuration Management, Data Integration

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Azure Practical - Cognitive Services

    Skills you'll gain: AI Personalization, Anomaly Detection, Microsoft Azure, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Application Programming Interface (API), Model Training, Web Services, Restful API

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Intro to Artificial Intelligence on Microsoft Azure

    Skills you'll gain: Responsible AI, Anomaly Detection, Computer Vision, Microsoft Azure, Data Ethics, Artificial Intelligence, Natural Language Processing, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Applied Machine Learning, Machine Learning

    4.2
    Rating, 4.2 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

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    MathWorks

    AI for Engineering: An Overview

    Skills you'll gain: Responsible AI, Anomaly Detection, Image Analysis, Computer Vision, Artificial Intelligence, AI Integrations, AI literacy, AI Workflows, Simulation and Simulation Software, Machine Learning Methods, System Monitoring, Predictive Modeling, Model Evaluation, Reinforcement Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Starweaver

    Threat Hunting Techniques

    Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Threat Detection, Anomaly Detection, Splunk, Threat Management, Security Information and Event Management (SIEM), Jupyter, Cybersecurity, Unsupervised Learning, Data Analysis, Data Wrangling, Applied Machine Learning, Data Science, Cyber Attacks, Data Cleansing, Data Preprocessing, MLOps (Machine Learning Operations), Data Transformation, Automation

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    DevOps and AI on AWS: CI/CD for Generative AI Applications

    Skills you'll gain: Infrastructure as Code (IaC), Amazon CloudWatch, CI/CD, AWS CloudFormation, Application Deployment, Continuous Deployment, Cloud Deployment, Amazon Web Services, Continuous Integration, Model Deployment, IT Automation, DevOps, Cloud Management, Generative AI, Cloud Applications, System Monitoring, Application Performance Management, Automation, Site Reliability Engineering

    4.4
    Rating, 4.4 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Ethical Hacking Capstone Project: Breach, Response, AI

    Skills you'll gain: Vulnerability Assessments, Vulnerability Management, Cybersecurity, AI Security, Data Persistence, Incident Management, Technical Communication, Risk Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    13 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    AI CERTs

    AI for Telecommunications

    Skills you'll gain: AI Personalization, Personalized Service, Operations Support Systems, Customer Analysis, Telecommunications, Customer Retention, Network Performance Management, Responsible AI, Wireless Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Network Architecture, Computer Networking, Emerging Technologies, Digital Communications, Generative AI Agents, Generative AI, Network Protocols, System Design and Implementation, Communication

    4.4
    Rating, 4.4 out of 5 stars
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    16 reviews

    Advanced · Specialization · 1 - 3 Months

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

  • Master AWS Rekognition: Analyze, Detect, and Automate: EDUCBA
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Mask Detector with Python & TensorFlow: Build & Deploy: EDUCBA
  • Data Analysis with the FraudFinder Workshop: Google Cloud
  • Microsoft Sentinel Skills: Packt
  • Azure Practical - Cognitive Services: EDUCBA
  • Intro to Artificial Intelligence on Microsoft Azure: Microsoft
  • AI for Engineering: An Overview: MathWorks
  • Threat Hunting Techniques: Starweaver
  • DevOps and AI on AWS: CI/CD for Generative AI Applications: Amazon Web Services

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