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Explore the Anomaly Detection Course Catalog
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
Johns Hopkins University
Skills you'll gain: Cybersecurity, Cyber Threat Intelligence, Cyber Attacks, Email Security, Threat Detection, Jupyter, Authentications, Machine Learning Algorithms, Artificial Intelligence, Multi-Factor Authentication, Threat Management, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
University at Buffalo
Skills you'll gain: Anomaly Detection, Manufacturing Processes, Data Collection, Data Storage, Data Processing, Systems Engineering, Industrial Engineering, Analysis, Data Cleansing, Digital Transformation, Big Data, Computing Platforms
Coursera Project Network
Skills you'll gain: Image Analysis, Amazon Web Services, Data Manipulation, Computer Vision, Amazon S3, Anomaly Detection, Predictive Modeling, Software Quality Assurance, Applied Machine Learning, Analytics
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
MathWorks
Skills you'll gain: Computer Vision, Image Analysis, Matlab, Applied Machine Learning, Machine Learning, Supervised Learning, Visualization (Computer Graphics), Data Cleansing, Performance Tuning
University of Colorado Boulder
Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Modeling, Data Integration, Data Cleansing, Data Analysis, Unstructured Data, Data Transformation, Exploratory Data Analysis, Data Quality, Business Intelligence, Statistical Modeling
Skills you'll gain: Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Cyber Threat Hunting, Cybersecurity, Cyber Operations, Continuous Monitoring, Event Monitoring, Disaster Recovery, Incident Management, Security Information and Event Management (SIEM), Threat Detection, Cloud Security, Threat Management, System Monitoring, Automation
Skills you'll gain: Feature Engineering, Big Data, Anomaly Detection, Google Cloud Platform, Unsupervised Learning, Applied Machine Learning, Decision Tree Learning, Supervised Learning, Predictive Modeling, Predictive Analytics
Coursera Project Network
Skills you'll gain: Generative AI, Keras (Neural Network Library), Tensorflow, Deep Learning, Dimensionality Reduction, Exploratory Data Analysis, Applied Machine Learning, Anomaly Detection, Data Processing, Data Visualization, Data Synthesis, Machine Learning
Johns Hopkins University
Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Threat Modeling, Distributed Denial-Of-Service (DDoS) Attacks, Anomaly Detection, Continuous Monitoring, System Monitoring, Virtual Machines, Network Security, Cybersecurity, Information Systems Security, Network Monitoring, Network Analysis
DeepLearning.AI
Skills you'll gain: Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Data Ethics, Decision Tree Learning, Tensorflow, Supervised Learning, Deep Learning, Random Forest Algorithm, Artificial Neural Networks, Regression Analysis, Performance Tuning
In summary, here are 10 of our most popular anomaly detection courses
- Association Rules Analysis:Â University of Colorado Boulder
- Introduction to AI for Cybersecurity:Â Johns Hopkins University
- Advanced Manufacturing Process Analysis:Â University at Buffalo
- Build Image Quality Inspection using AWS Lookout for Vision:Â Coursera Project Network
- Artificial Intelligence for Breast Cancer Detection:Â Johns Hopkins University
- Machine Learning for Computer Vision:Â MathWorks
- Data Mining Pipeline:Â University of Colorado Boulder
- Detect, Respond, and Recover from Cloud Cybersecurity Attacks:Â Google Cloud
- Fraud Detection on Financial Transactions with Machine Learning on Google Cloud:Â Google Cloud
- Data Balancing with Gen AI: Credit Card Fraud Detection:Â Coursera Project Network