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: NewStatus: Free TrialSkills you'll gain: Intrusion Detection and Prevention, Continuous Monitoring
Status: Free TrialUniversity of Illinois Urbana-Champaign
Skills you'll gain: Data Mining, Big Data, Anomaly Detection, Text Mining, Unstructured Data, Spatial Analysis, Advanced Analytics, Statistical Methods, Image Analysis, Algorithms, Information Privacy
Status: Free TrialNew York University
Skills you'll gain: Network Security, Firewall, Distributed Denial-Of-Service (DDoS) Attacks, Threat Modeling, Network Architecture, Intrusion Detection and Prevention, TCP/IP, Cybersecurity, Threat Detection, Cyber Attacks, Enterprise Security, Infrastructure Security, Network Protocols, Proxy Servers
Status: Free TrialSkills you'll gain: Analytics, Anomaly Detection, Machine Learning
Skills you'll gain: Anomaly Detection, Image Analysis, Computer Vision, Google Cloud Platform, Predictive Modeling, Artificial Intelligence, Product Development
Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Intelligence, Cyber Security Strategy, Cybersecurity, Threat Modeling, Cyber Attacks, Threat Detection, Responsible AI, Artificial Intelligence, Anomaly Detection, Innovation
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Incident Response, Computer Security Incident Management, Cybersecurity, Threat Management, Data Security, Cyber Attacks, Malware Protection, Endpoint Security, Network Security, Firewall
Status: Free TrialJohns Hopkins University
Skills you'll gain: Incident Response, Computer Security Incident Management, Cyber Threat Intelligence, Intrusion Detection and Prevention, Anomaly Detection, Cyber Security Strategy, Threat Detection, Network Analysis, Network Security, Network Monitoring, NIST 800-53, Cloud Security
Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering, Python Programming
Status: NewStatus: Free TrialSkills you'll gain: System Monitoring, Computer Security Incident Management, Network Analysis, Data Integrity
Amazon Web Services
Skills you'll gain: Infrastructure as Code (IaC), Amazon CloudWatch, CI/CD, AWS CloudFormation, Application Deployment, Continuous Deployment, Amazon Web Services, Continuous Integration, DevOps, Cloud Management, Generative AI, Cloud Applications, System Monitoring, Application Performance Management, Automation, Release Management
Skills you'll gain: Application Deployment, Image Analysis, Google Cloud Platform, Computer Vision, Anomaly Detection, MLOps (Machine Learning Operations), Predictive Modeling
Searches related to anomaly detection
In summary, here are 10 of our most popular anomaly detection courses
- Network Monitoring and Analysis :Â Google
- Pattern Discovery in Data Mining:Â University of Illinois Urbana-Champaign
- Real-Time Cyber Threat Detection and Mitigation:Â New York University
- Power BI for Data Science and Analytics:Â Edureka
- Create a Component Anomaly Detection Model using Visual Inspection AI:Â Google Cloud
- Generative AI and its Impact on Cybersecurity:Â Packt
- Detecting and Mitigating Cyber Threats and Attacks:Â University of Colorado System
- Advanced Network Analysis and Incident Response:Â Johns Hopkins University
- Diabetes Disease Detection with XG-Boost and Neural Networks:Â Coursera
- Network Traffic and Logs Using IDS and SIEM Tools:Â Google
