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 Minnesota
您将获得的技能: Exploratory Data Analysis, Project Design, Data Mining, Ideation, Design Thinking, Data Analysis, Analytics, Business Analytics, Business Analysis, Sprint Planning, Unsupervised Learning, Case Studies, Anomaly Detection, Tree Maps
初级 · 课程 · 1-3 个月

Pearson
您将获得的技能: Endpoint Detection and Response, Threat Management, Cyber Operations, Security Management, Threat Detection, Information Technology Operations, Security Information and Event Management (SIEM), Cyber Threat Hunting, Incident Response, Automation, Data Integration
中级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: 事件响应, 系统监控, 事件监测, 网络分析, Network Security, 持续监测, 安全信息与事件管理(SIEM), 网络威胁情报, 威胁检测, 威胁管理, 网络威胁猎杀, 脆弱性评估, 恶意软件保护, 网络监控, 安全管理
混合 · 课程 · 1-4 周

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

您将获得的技能: AWS Identity and Access Management (IAM), Amazon CloudWatch, Threat Detection, Threat Management, Amazon Web Services, Incident Response, Continuous Monitoring, Cloud Security, Identity and Access Management, Amazon Elastic Compute Cloud, Network Security, Event Monitoring
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 监督学习, 大数据, 异常检测, 功能工程, 机器学习, 预测建模, 决策树学习, 无监督学习, 欺诈检测, Google 云端平台, 应用机器学习
中级 · 项目 · 不超过 2 小时
您将获得的技能: Microsoft Copilot, Generative AI, Cloud Management, Microsoft Azure, Responsible AI, Cloud Computing Architecture, OpenAI, Business Process Automation, Cloud Security, Scalability, DevOps, Automation, Artificial Intelligence, Performance Tuning, Anomaly Detection
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Email Security, Mobile Security, Network Security, Open Web Application Security Project (OWASP), Network Monitoring, Threat Detection, TCP/IP, Network Analysis, Network Protocols, Cybersecurity, Application Security, Vulnerability Scanning, Wireless Networks, Splunk, Information Privacy
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 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
中级 · 课程 · 1-3 个月

您将获得的技能: Cloud Security, Internet Of Things, Network Security, Application Security, Security Engineering, Information Systems Security, Data Security, Cloud Services, Infrastructure Security, Security Controls, Cloud Computing, Application Design, Time Series Analysis and Forecasting, Encryption, Cryptography, Data Analysis, Identity and Access Management, Data Integrity, Authentications, Predictive Analytics
初级 · 课程 · 1-3 个月

您将获得的技能: Cybersecurity, Cyber Threat Intelligence, Network Security, Cyber Security Strategy, Data Security, Security Controls, Continuous Monitoring, Threat Management, Security Strategy, Incident Response, Vulnerability Assessments, Systems Architecture, Risk Management Framework
初级 · 课程 · 1-4 周

您将获得的技能: Cyber Threat Intelligence, Cyber Threat Hunting, Threat Detection, Vulnerability Assessments, Threat Management, Cloud Security, MITRE ATT&CK Framework, Cybersecurity, Cyber Attacks, Real-Time Operating Systems, Internet Of Things, Infrastructure Security, Network Security
初级 · 课程 · 1-4 周