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。

West Virginia University
您将获得的技能: 网络安全, 欺诈检测, 调查, 合规报告, 财务审计, 内部控制, 异常检测, 道德标准与行为, 会计, 分析, 大数据, 数据分析软件
混合 · 课程 · 1-3 个月

您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, DevOps, CI/CD, Model Deployment, Performance Tuning, Model Evaluation, Secure Coding, Continuous Monitoring, Integration Testing, Sampling (Statistics), Data Validation, Statistical Methods, Python Programming
中级 · 课程 · 1-3 个月

您将获得的技能: 人工智能, 事件响应, 网络安全, 及时工程, Prompt Engineering, 威胁建模, 网络威胁情报, 恶意软件保护, 异常检测, 人工智能个性化, 人工智能工作流程, 人工智能和机器学习(AI/ML), 实时数据, 生成式人工智能, 威胁检测, 漏洞管理, ChatGPT, 事件管理, 安全信息与事件管理(SIEM), 提示模式, 人工智能安全
中级 · 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

Coursera
您将获得的技能: Data Preprocessing, Data Wrangling, Data Cleansing, Data Transformation, Data Manipulation, JSON, Pandas (Python Package), Data Quality, Extract, Transform, Load, Data Mapping, Scripting, Data Validation, Data Maintenance, Data Pipelines, Time Series Analysis and Forecasting, Data Integrity, Anomaly Detection, Reconciliation
中级 · 课程 · 1-4 周

您将获得的技能: Data Validation, Data Quality, Data Integrity, Debugging, Data Pipelines, Test Automation, Root Cause Analysis, YAML, Generative AI, Development Testing, Anomaly Detection, Python Programming, DevOps, Dashboard, Reliability, Performance Tuning
初级 · 课程 · 1-3 个月

您将获得的技能: Time Series Analysis and Forecasting, Anomaly Detection, Exploratory Data Analysis, Descriptive Analytics
初级 · 课程 · 1-4 周

您将获得的技能: AI Security, Data Ethics, Security Awareness, Responsible AI, Cybersecurity, Role-Based Access Control (RBAC), General Data Protection Regulation (GDPR), Cyber Risk, Human Factors (Security), Artificial Intelligence, Threat Detection, Fraud detection, Information Privacy, Anomaly Detection, Governance
初级 · 课程 · 1-3 个月

您将获得的技能: Data Quality, Data Management, Quality Assurance, Stored Procedure, Data Cleansing, Data Integrity, Quality Improvement, Quality Assessment, Data Validation, Data Pipelines, Key Performance Indicators (KPIs), SQL, Data Processing, Extract, Transform, Load, Performance Analysis, Anomaly Detection, Continuous Monitoring, Automation, Root Cause Analysis, Trend Analysis
高级设置 · 课程 · 1-4 周

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

您将获得的技能: Marketing Analytics, A/B Testing, Customer Analysis, Anomaly Detection, Dashboard, Time Series Analysis and Forecasting, Regression Analysis, Customer Insights, Data Presentation, Statistical Methods, Marketing Effectiveness, Marketing Strategies, Forecasting, Analytics, Market Research, Statistical Analysis, Predictive Analytics, Digital Advertising, Exploratory Data Analysis, Data Transformation
中级 · 课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Anomaly Detection, Descriptive Statistics, Correlation Analysis, Data Manipulation
初级 · 课程 · 1-4 周