异常检测课程
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。
热门异常检测课程和认证
您将获得的技能: Anomaly Detection, Jupyter, Exploratory Data Analysis, Application Deployment, Unsupervised Learning, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Presentation, Machine Learning
状态：免费试用Johns Hopkins University
您将获得的技能: Anomaly Detection, Intrusion Detection and Prevention, Malware Protection, Continuous Monitoring, Threat Detection, Network Analysis, Cybersecurity, System Design and Implementation, Network Security, Machine Learning Software, Machine Learning Methods, Performance Testing, Machine Learning Algorithms, Machine Learning, Supervised Learning, Microsoft Windows
状态：免费试用Johns Hopkins University
您将获得的技能: Anomaly Detection, Generative AI, Fraud detection, Intrusion Detection and Prevention, Malware Protection, Continuous Monitoring, Cybersecurity, Threat Detection, Cyber Threat Intelligence, Feature Engineering, Network Analysis, Cyber Security Strategy, Threat Modeling, Email Security, System Design and Implementation, Network Security, Jupyter, Authentications, Deep Learning, Machine Learning Software
状态：新状态：免费试用Coursera
您将获得的技能: Supervised Learning, Unsupervised Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Forecasting, Data Processing, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling, Data Transformation, Data Cleansing
状态：免费试用DeepLearning.AI
您将获得的技能: 无监督学习, 机器学习, 负责任的人工智能, 深度学习, 降维, 异常检测, 应用机器学习, 人工智能, 数据伦理, 监督学习, Algorithm, 强化学习, 人工神经网络
状态：预览您将获得的技能: Fraud detection, Generative AI, Generative Model Architectures, Responsible AI, Regulatory Requirements, Compliance Management, Governance, Business Risk Management, Risk Management, Data Ethics, Anomaly Detection, Artificial Intelligence, Forecasting
是什么让您今天来到 Coursera？
状态：新状态：免费试用AI CERTs
您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Internet Of Things, Real Time Data, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Artificial Intelligence, Emerging Technologies, Generative AI, Wireless Networks, Generative AI Agents, Network Performance Management, Network Architecture, Digital Communications, Network Protocols, Computer Networking, System Design and Implementation, Communication
状态：新状态：免费试用您将获得的技能: Technical Communication, Generative AI Agents, Data Integration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Business Transformation, Responsible AI, System Design and Implementation, Application Deployment, Artificial Intelligence, Solution Design, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
状态：免费试用Johns Hopkins University
您将获得的技能: Intrusion Detection and Prevention, Incident Response, Threat Detection, Endpoint Detection and Response, Computer Security Incident Management, Cyber Threat Intelligence, Distributed Denial-Of-Service (DDoS) Attacks, Anomaly Detection, Cybersecurity, Cyber Security Strategy, Threat Management, Continuous Monitoring, System Monitoring, Virtual Machines, Network Security, Event Monitoring, Network Monitoring, Applied Machine Learning, Network Analysis, Data Analysis
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 统计分析, 数据可视化软件, 散点图, 文本挖掘, 无监督学习, 非结构化数据, 绘图（图形）, 交互式数据可视化, 分析, 仪表板, 数据叙事, 异常检测, 数据可视化, 自然语言处理, 大数据, 制图, 数据挖掘, 数据展示, Tableau 软件, 数据映射
状态：新状态：免费试用您将获得的技能: Image Analysis, Tensorflow, Amazon Web Services, Cloud Applications, Application Development, Application Deployment, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Data Processing, Front-End Web Development
状态：免费试用您将获得的技能: Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Threat Detection, Security Information and Event Management (SIEM), Continuous Monitoring, Network Security, Network Monitoring, Splunk, Network Analysis, Network Protocols, Technical Documentation, Query Languages
与 anomaly detection 相关的搜索
总之，以下是 10 最受欢迎的 anomaly detection 课程
- Machine Learning - Anomaly Detection via PyCaret: Coursera
- Advanced Malware and Network Anomaly Detection: Johns Hopkins University
- AI for Cybersecurity: Johns Hopkins University
- Foundations of Machine Learning: Coursera
- 无监督学习、推荐器、强化学习: DeepLearning.AI
- GenAI for Fraud Detection and Compliance: Coursera
- AI for Telecommunications: AI CERTs
- Build AI Agents with Practical App Design: LearnQuest
- Intrusion Detection: Johns Hopkins University
- 数据挖掘: University of Illinois Urbana-Champaign
