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Explore the Anomaly Detection Course Catalog
Coursera Project Network
Skills you'll gain: Anomaly Detection, Jupyter, Exploratory Data Analysis, Application Deployment, Unsupervised Learning, Data Visualization, Applied Machine Learning, Machine Learning, Machine Learning Software, Machine Learning Algorithms
Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Jupyter, Applied Machine Learning, Data Ethics, Decision Tree Learning, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks
DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Machine Learning, Machine Learning Algorithms, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Dimensionality Reduction, Algorithms, Regression Analysis
Johns Hopkins University
Skills you'll gain: Anomaly Detection, Intrusion Detection and Prevention, Malware Protection, Cyber Threat Hunting, Threat Detection, Network Analysis, Cybersecurity, System Design and Implementation, Network Security, Machine Learning Software, Machine Learning Methods, Performance Testing, Machine Learning Algorithms, Machine Learning, Artificial Intelligence, Supervised Learning, Microsoft Windows
University of Illinois Urbana-Champaign
Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Interactive Data Visualization, Data Storytelling, Dashboard, Visualization (Computer Graphics), Tableau Software, Plot (Graphics), Natural Language Processing, Unsupervised Learning, Unstructured Data, Statistical Analysis, Graphing, Big Data, Anomaly Detection, Analytics, Machine Learning Algorithms
- Status: Free
Coursera Instructor Network
Skills you'll gain: Generative AI, Regulatory Compliance, Regulatory Requirements, Compliance Management, Governance, Governance Risk Management and Compliance, Risk Management, Financial Regulation, Anomaly Detection, Artificial Intelligence, Threat Detection, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics
Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Feature Engineering, Machine Learning, Statistical Machine Learning, Text Mining, Data Mining, Data Science, Unstructured Data, Big Data, NumPy, Data Analysis, Natural Language Processing, Linear Algebra
Wesleyan University
Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Statistical Machine Learning, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Data Analysis, Data Science, Feature Engineering, Exploratory Data Analysis, Regression Analysis, Statistical Analysis
Skills you'll gain: Application Deployment, Image Analysis, Google Cloud Platform, Computer Vision, Anomaly Detection, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Analytics
University of Washington
Skills you'll gain: Classification And Regression Tree (CART), Applied Machine Learning, Supervised Learning, Predictive Modeling, Text Mining, Machine Learning Algorithms, Feature Engineering, Data Cleansing, Scalability, Machine Learning, Natural Language Processing, Real Time Data, Probability & Statistics, Algorithms
- Status: New AI skills
Google
Skills you'll gain: Threat Modeling, Network Security, Incident Response, Vulnerability Management, Computer Security Incident Management, Hardening, Stakeholder Communications, Intrusion Detection and Prevention, Cyber Threat Intelligence, Threat Management, Cybersecurity, Network Protocols, Vulnerability Assessments, Network Architecture, Event Monitoring, Bash (Scripting Language), Operating Systems, Security Controls, Debugging, Python Programming
- Status: Free
West Virginia University
Skills you'll gain: Auditing, Internal Controls, Financial Controls, Threat Detection, Anomaly Detection, Financial Auditing, Cybersecurity, Financial Data, Investigation, Analytics, Specialized Accounting, Advanced Analytics, Security Awareness, Financial Statement Analysis, Big Data, Business Ethics, Analysis, Data Analysis Software, Ethical Standards And Conduct
In summary, here are 10 of our most popular anomaly detection courses
- Machine Learning - Anomaly Detection via PyCaret: Coursera Project Network
- Machine Learning: DeepLearning.AI
- Unsupervised Learning, Recommenders, Reinforcement Learning: DeepLearning.AI
- Advanced Malware and Network Anomaly Detection: Johns Hopkins University
- Data Mining: University of Illinois Urbana-Champaign
- GenAI for Fraud Detection and Compliance: Coursera Instructor Network
- Unsupervised Machine Learning: IBM
- Machine Learning for Data Analysis: Wesleyan University
- Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution: Google Cloud
- Machine Learning: Classification: University of Washington