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Explore the Anomaly Detection Course Catalog
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
MathWorks
Skills you'll gain: Computer Vision, Image Analysis, Anomaly Detection, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Matlab, Application Deployment, PyTorch (Machine Learning Library), Machine Learning, Supervised Learning, Data Visualization, Automation, Artificial Intelligence and Machine Learning (AI/ML), Data Cleansing, Spatial Data Analysis, Machine Learning Methods, Visualization (Computer Graphics), Data Synthesis, Geospatial Information and Technology
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: 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
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Matlab, Applied Machine Learning, Machine Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Geospatial Information and Technology, Visualization (Computer Graphics), Data Cleansing, Data Transformation, Performance Tuning, Algorithms
Skills you'll gain: Cyber Threat Intelligence, Security Information and Event Management (SIEM), Generative AI, Threat Detection, Cybersecurity, Incident Response, Malware Protection, Natural Language Processing, Anomaly Detection, Vulnerability Management, Incident Management, Artificial Intelligence
- Status: Free
Technical University of Denmark (DTU)
Skills you'll gain: Quality Assurance, Infectious Diseases, Bioinformatics, Clinical Laboratory Science, Epidemiology, Data Collection
Skills you'll gain: Anomaly Detection, Computer Vision, Artificial Intelligence, Microsoft Azure, Image Analysis, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Ethics, Machine Learning, Generative AI, Text Mining
Skills you'll gain: Feature Engineering, Applied Machine Learning, Advanced Analytics, Predictive Modeling, Analytics, Unsupervised Learning, Data Ethics, Machine Learning, Machine Learning Algorithms, Supervised Learning, Random Forest Algorithm, Decision Tree Learning, Performance Tuning, Python Programming
Skills you'll gain: Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Event Monitoring, Threat Detection, Incident Management, Security Information and Event Management (SIEM), Continuous Monitoring, Network Security, Network Monitoring, Network Analysis, Document Management, Technical Documentation, Record Keeping
Skills you'll gain: Network Security, Intrusion Detection and Prevention, Hardening, TCP/IP, Cyber Attacks, Network Architecture, Computer Networking, Cloud Computing, Firewall, Network Infrastructure, Network Protocols, Virtual Private Networks (VPN)
- 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
In summary, here are 10 of our most popular anomaly detection courses
- Data Balancing with Gen AI: Credit Card Fraud Detection:Â Coursera Project Network
- MathWorks Computer Vision Engineer:Â MathWorks
- Detecting and Mitigating Cyber Threats and Attacks:Â University of Colorado System
- AI Workflow: Data Analysis and Hypothesis Testing:Â IBM
- Computer Vision for Engineering and Science:Â MathWorks
- Generative AI: Boost Your Cybersecurity Career :Â IBM
- Antimicrobial resistance - theory and methods:Â Technical University of Denmark (DTU)
- Artificial Intelligence on Microsoft Azure:Â Microsoft
- The Nuts and Bolts of Machine Learning:Â Google
- Sound the Alarm: Detection and Response:Â Google