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Explore the Anomaly Detection Course Catalog
Skills you'll gain: Anomaly Detection, Image Analysis, Computer Vision, Matlab, Deep Learning, Applied Machine Learning, Application Deployment, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Data Synthesis, Data Manipulation
University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Machine Learning Algorithms, Analytics, Scikit Learn (Machine Learning Library), Predictive Modeling, Statistical Analysis, Applied Machine Learning, Machine Learning Methods, Statistical Modeling, Data-Driven Decision-Making, Exploratory Data Analysis, Classification And Regression Tree (CART), Data Mining, Feature Engineering
- Status: Free
Coursera Project Network
Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Anomaly Detection, Network Security, General Networking, Network Monitoring, Real Time Data, Network Analysis
Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Data Analysis, Data Science, Probability & Statistics, Data Wrangling, Statistical Analysis, Jupyter, Matplotlib, Data Cleansing, Pandas (Python Package), Feature Engineering, Statistics, Scikit Learn (Machine Learning Library), Data Quality
University of Colorado System
Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Incident Response, Cybersecurity, Threat Management, Data Security, Cyber Attacks, Information Systems Security, Malware Protection, Distributed Denial-Of-Service (DDoS) Attacks, Endpoint Security, Network Security, Cyber Security Assessment, Firewall
Skills you'll gain: Data Ethics, Information Privacy, Personally Identifiable Information, Data Integrity, Machine Learning, Data Security, Ethical Standards And Conduct, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Vulnerability Assessments, Data Governance, Decision Making
University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Anomaly Detection, Machine Learning Methods, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Machine Learning Algorithms, Algorithms
University of Colorado Boulder
Skills you'll gain: Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Regression Analysis, Data-Driven Decision-Making, Classification And Regression Tree (CART), Exploratory Data Analysis, Statistical Methods, Feature Engineering
University of Minnesota
Skills you'll gain: Test Automation, Regression Testing, Software Testing, Software Development Tools, Unit Testing, Software Engineering Tools, Software Technical Review, JUnit, Development Testing, System Testing, Code Coverage, Security Testing, Verification And Validation, Test Case, Test Data, Debugging, Automation, Application Security, Vulnerability Scanning, Java Programming
Skills you'll gain: Vulnerability Assessments, Risk Management, Continuous Monitoring, Operational Risk, Threat Management, Intrusion Detection and Prevention, Cyber Risk, Vulnerability Management, Security Controls, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Compliance Management, Security Information and Event Management (SIEM), Technical Communication, Auditing
Johns Hopkins University
Skills you'll gain: Artificial Intelligence, Image Analysis, Computer Vision, Radiology, Data Processing, Bayesian Network, Artificial Neural Networks, Applied Machine Learning, Machine Learning Methods, Epidemiology, Deep Learning, Health Care, Medical Science and Research
Skills you'll gain: Computer Vision, Image Analysis, Artificial Neural Networks, IBM Cloud, Keras (Neural Network Library), Cloud Applications, Deep Learning, Tensorflow, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Computer Programming, Cloud Computing, Augmented Reality, Application Development, Computer Science, Machine Learning, Data Processing
In summary, here are 10 of our most popular anomaly detection courses
- Advanced Deep Learning Techniques for Computer Vision:Â MathWorks
- Data Analysis with Python:Â University of Colorado Boulder
- Wireshark for Security: Detect Network Anomalies:Â Coursera Project Network
- AI Workflow: Data Analysis and Hypothesis Testing:Â IBM
- Detecting and Mitigating Cyber Threats and Attacks:Â University of Colorado System
- Artificial Intelligence Privacy and Convenience:Â LearnQuest
- Association Rules Analysis:Â University of Colorado Boulder
- Data Analysis with Python Project :Â University of Colorado Boulder
- Introduction to Automated Analysis:Â University of Minnesota
- Risk Identification, Monitoring, and Analysis:Â ISC2