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。

Google Cloud
您将获得的技能: 机器学习, Google Cloud 平台, 数据操作, 欺诈检测, 模型评估, 决策树学习, 异常检测, 无监督学习, 数据预处理, 预测建模, 功能工程, 大数据, 逻辑回归, Model Evaluation, 监督学习, 应用机器学习
中级 · 项目 · 不超过 2 小时

您将获得的技能: Splunk, Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Incident Response, Computer Security Incident Management, User Accounts, Security Information and Event Management (SIEM), Authorization (Computing), Machine Learning, Event Monitoring, Systems Administration, Performance Tuning, Data Visualization, Threat Detection, Anomaly Detection, Continuous Monitoring, Correlation Analysis, Data Analysis, Authentications
高级设置 · 课程 · 1-4 周

28DIGITAL
您将获得的技能: Cybersecurity, Network Security, Information Systems Security, Cyber Threat Intelligence, Deep Learning, Applied Machine Learning, Responsible AI, Intrusion Detection and Prevention, Fraud detection, Malware Protection, Natural Language Processing, Artificial Intelligence, Anomaly Detection, Machine Learning, Classification Algorithms, Data Preprocessing
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Incident Response, Computer Security Incident Management, Intrusion Detection and Prevention, Cyber Threat Hunting, Cybersecurity, Anomaly Detection, Cyber Security Strategy, Threat Detection, Cyber Security Policies, Security Management, Network Analysis, AI Security, Network Security, Network Monitoring, NIST 800-53, Network Protocols, Cloud Security
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: Algorithm, 探索性数据分析, 算法, 异常检测, 高级分析, 分类算法, 非结构化数据, 大数据, 信息隐私, 文本挖掘, 数据挖掘, 图像分析, 空间分析
混合 · 课程 · 1-3 个月

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: Anomaly Detection, Operations Support Systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Deep Learning, AI Security, Real Time Data, Artificial Intelligence, Telecommunications, Network Performance Management, Emerging Technologies, Responsible AI, Network Architecture, Wireless Networks, Computer Networking, Network Protocols, System Design and Implementation, Digital Communications, Communication
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Cloud Management, Dashboard, Resource Utilization, Financial Management, Cost Management, Anomaly Detection, Serverless Computing, Cloud Computing Architecture, Forecasting, Capacity Management, Cost Reduction, Containerization, Organizational Change, Change Management, Stakeholder Engagement, Generative AI
中级 · 课程 · 1-4 周

您将获得的技能: MITRE ATT&CK Framework, AI Security, Cyber Threat Intelligence, Cybersecurity, Threat Modeling, Threat Detection, Responsible AI, Artificial Intelligence, Anomaly Detection, Data Ethics
中级 · 课程 · 1-3 个月

您将获得的技能: Incident Response, Computer Security Incident Management, Incident Management, Cyber Threat Hunting, Endpoint Detection and Response, Intrusion Detection and Prevention, Threat Detection, Threat Management, Cybersecurity, Security Information and Event Management (SIEM), Event Monitoring, Cyber Attacks, Cyber Security Assessment, Continuous Monitoring, Security Management, Malware Protection, Cyber Engineering, Security Testing, Cyber Governance, Linux
中级 · 课程 · 1-4 周

您将获得的技能: Intrusion Detection and Prevention, Continuous Monitoring
初级 · 课程 · 1-4 周