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 at Buffalo
您将获得的技能: 持续监测, 同行评审, 机器控制, Model Based Systems Engineering(基于模型的系统工程, 产品生命周期管理, 数字化转型, 事件响应, 软件开发生命周期, 控制系统, 制造 Operator, 系统工程, 脆弱性评估, 安全控制, 生产流程, 入侵检测和防御, 网络安全, 协作软件, 绩效衡量, 异常检测, 可编程逻辑控制器
初级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: 财务分析, 欺诈检测, 分析, 支出管理, 财务数据, 高级分析, 企业战略, 预测分析, 工艺优化, 会计, 金融, 运行分析, 业务指标, 异常检测, 财务预测, 财务报表分析, 投资回报, 关键绩效指标 (KPI)
混合 · 课程 · 1-4 周

MathWorks
您将获得的技能: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Deep Learning, Artificial Neural Networks, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Classification Algorithms, Data Visualization, Data Synthesis, Performance Tuning, Data Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Threat Modeling, Network Security, Threat Management, Vulnerability Management, Intrusion Detection and Prevention, Hardening, Computer Security Incident Management, Security Management, Cyber Threat Intelligence, Cyber Attacks, Incident Response, Cybersecurity, Network Protocols, Threat Detection, Bash (Scripting Language), Debugging, Linux, Interviewing Skills, Python Programming, SQL
攻读学位
初级 · 专业证书 · 3-6 个月

您将获得的技能: Kibana, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Role-Based Access Control (RBAC), Qualitative Research
初级 · 课程 · 1-3 个月

您将获得的技能: Splunk, Dashboard, Business Intelligence, Scatter Plots, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Graphing, Real Time Data, Trend Analysis, Event Monitoring, Transaction Processing, Anomaly Detection, System Configuration, Correlation Analysis, Statistical Analysis, Data Manipulation
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: AI Security, Cybersecurity, Cyber Threat Intelligence, Cyber Attacks, Fraud detection, Email Security, Threat Detection, Jupyter, Authentications, Machine Learning Algorithms, Artificial Intelligence, Anomaly Detection, Natural Language Processing, Machine Learning
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning Methods, Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization
初级 · 专业证书 · 3-6 个月

MathWorks
您将获得的技能: 自动化, 数据预处理, 计算机视觉, Matlab, 异常检测, 数据存储, 交通流优化, 图像分析
初级 · 课程 · 1-4 周

University at Buffalo
您将获得的技能: 数据收集, 数据预处理, 数字化转型, 数据存储, 制造 Operator, 系统工程, 大数据, 计算平台, 生产流程, 制造工艺, 异常检测
初级 · 课程 · 1-4 周

您将获得的技能: 生成式人工智能, 人工智能, Prompt Engineering, 安全信息与事件管理(SIEM), 威胁建模, 事件响应, 威胁检测, 漏洞管理, 网络威胁情报, 网络安全, 恶意软件保护, AI 安全, 异常检测
中级 · 课程 · 1-4 周

Infosec
您将获得的技能: 生成式人工智能, Linux, 端点检测和响应, 网络分析, 网络威胁猎杀, MITRE ATT&CK 框架, 安全信息与事件管理(SIEM), 系统监控, 威胁建模, 威胁检测, 事件监测, 端点安全, 威胁管理, 入侵检测和防御, 异常检测, 网络威胁情报
中级 · 课程 · 1-3 个月