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。

您将获得的技能: Building Codes, Construction, Safety Training, Construction Inspection, Safety Assurance, Safety Standards, Building Services Engineering, Building Design, Facility Management and Maintenance, Hazard Analysis, Electrical Systems, HVAC, Control Systems, Design Specifications, Hydraulics, Systems Integration
中级 · 课程 · 1-4 周

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: 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: 生成式人工智能, 人工智能, 异常检测, 事件管理, 网络威胁情报, 恶意软件保护, 威胁建模, 网络安全, 安全信息与事件管理(SIEM), 人工智能工作流程, 实时数据, 人工智能个性化, 事件响应, ChatGPT, 及时工程, 人工智能和机器学习(AI/ML), 威胁检测, 漏洞管理, 提示模式, 人工智能安全, Prompt Engineering
中级 · 专项课程 · 1-3 个月

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

Edge Impulse
您将获得的技能: MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Machine Learning Methods, Deep Learning, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Cloud Computing, Internet Of Things, Product Engineering, Embedded Systems, Data Processing, Industrial Engineering, Data Science, Product Development
初级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Data Quality, Clinical Data Management, Health Informatics, Patient Safety, Data Transformation, Data Preprocessing, Data Validation, Exploratory Data Analysis, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Text Mining, Data Visualization, Microsoft Excel, Anomaly Detection
初级 · 课程 · 1-4 周

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

University of Michigan
您将获得的技能: 监督学习, 文本挖掘, 社交网络分析, Pandas(Python 软件包), Python 编程, 模型评估, 科学可视化, 交互式数据可视化, Matplotlib, 自然语言处理, 图论, NumPy, 可视化(计算机制图), 数据预处理, 数据可视化, 数据操作, 数据可视化软件, 功能工程, 网络分析, 应用机器学习, Model Evaluation
中级 · 专项课程 · 3-6 个月