Anomaly Detection 课程可以帮助您学习统计方法、Machine Learning 技术和数据预处理策略。您可以培养识别 Outlier、实施 Cluster Analysis 算法和应用 Time Series 分析的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具以及用于数据 Visualization 的软件,从而提高您分析和解释复杂数据集的能力。

University of Colorado Boulder
您将获得的技能: 数据科学, 数据转换, 数据分析, 分类与回归树 (CART), 监督学习, 统计分析, 异常检测, 分析, 数据管道, 大数据, 数据建模, 分析技能, 机器学习, 数据仓库, 探索性数据分析, 数据清理, 机器学习算法, 数据挖掘, 无监督学习, 应用机器学习
攻读学位
中级 · 专项课程 · 1-3 个月

您将获得的技能: Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Threat Detection, Event Monitoring, Security Information and Event Management (SIEM), Security Management, Network Security, Network Monitoring, Splunk, Network Analysis, Technical Documentation
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Operations Support Systems, Tensorflow, Data Ethics, PyTorch (Machine Learning Library), Network Performance Management, Artificial Intelligence and Machine Learning (AI/ML), IT Automation, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
高级设置 · 课程 · 1-3 个月

您将获得的技能: Anomaly Detection, Image Analysis, Computer Vision, Matlab, Unsupervised Learning, Deep Learning, Application Deployment, PyTorch (Machine Learning Library), Data Synthesis, Medical Imaging
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 事件响应, 威胁检测, 事件管理, 安全信息与事件管理(SIEM), 技术交流, 数据完整性, 计算机安全事件管理, 网络威胁猎杀, 安全管理, 网络安全, 入侵检测和防御
中级 · 课程 · 1-4 周

您将获得的技能: Vulnerability Assessments, Cyber Threat Intelligence, Vulnerability Management, Cybersecurity, Hardening, Risk Analysis
高级设置 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Anomaly Detection, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Intrusion Detection and Prevention, Fraud detection, Cybersecurity, Applied Machine Learning, Malware Protection, Threat Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Network Analysis, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, MLOps (Machine Learning Operations), Data-Driven Decision-Making
中级 · 课程 · 1-3 个月
您将获得的技能: Anomaly Detection, Fraud detection, Data Visualization, Generative AI, Risk Management, ChatGPT, Data Synthesis, Compliance Management, Unsupervised Learning, Test Data, Data Pipelines, Automation, Predictive Analytics, Artificial Intelligence
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Image Analysis, Deep Learning, Matlab, Data Visualization, Machine Learning Methods, Data Analysis, Data Validation
初级 · 课程 · 1-4 周

您将获得的技能: System Monitoring, Computer Security Incident Management, Network Analysis, Data Integrity
初级 · 课程 · 1-4 周

您将获得的技能: Incident Response, Computer Security Incident Management, Incident Management, Threat Detection, Event Monitoring, Threat Management, Security Information and Event Management (SIEM), Security Management, Continuous Monitoring, Document Management, NIST 800-53
初级 · 课程 · 1-4 周
