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: 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
初级 · 课程 · 1-4 周

Eindhoven University of Technology
您将获得的技能: 工艺优化, 业务流程建模, 数据科学, 流程改进, 业务流程管理, 验证和确认, 数据处理, 数据挖掘, 业务过程, 实时数据, 过程分析, Data Validation
中级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Natural Language Processing, Unstructured Data, Data Analysis, Forecasting, Statistical Analysis, Data Quality, Time Series Analysis and Forecasting, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Vulnerability Assessments, Risk Management, Continuous Monitoring, Operational Risk, Threat Management, Intrusion Detection and Prevention, Business Risk Management, Cyber Risk, Vulnerability Management, Security Controls, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Compliance Management, Security Information and Event Management (SIEM), Technical Communication, Network Monitoring, Network Analysis
初级 · 课程 · 1-4 周
您将获得的技能: Anomaly Detection, Fraud detection, Data Visualization, Generative AI, Risk Management, ChatGPT, Data Synthesis, Compliance Management, Unsupervised Learning, Test Data, Data Pipelines, Automation, Predictive Analytics, Artificial Intelligence
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Criminal Investigation and Forensics, Investigation, File Systems, Mobile Security, Cybersecurity, Data Security, Threat Detection, Data Integrity, Graphical Tools, Digital Communications, Malware Protection, File Management, Computer Security Incident Management, Incident Response, Mobile Development Tools, Data Storage, Real Time Data, Disaster Recovery, Network Analysis, Regulation and Legal Compliance
初级 · 课程 · 1-3 个月
Microsoft
您将获得的技能: 人工智能, 异常检测, 大型语言模型, 数据综合, 负责任的人工智能, 功能工程, LLM 申请, 数据伦理, 信息隐私, Prompt Engineering, 生成式人工智能
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 计算机视觉, 人工智能, 人工神经网络, 放射诊断学, 乳房 X 射线照相术, 机器学习, 流行病学, 贝叶斯网络, 医学影像, Machine Learning 方法, 深度学习, 图像分析, 放射科
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 计算机视觉, 人工智能, 微软 Azure, 预测建模, 大型语言模型, 异常检测, 机器学习, 人工智能和机器学习(AI/ML), 自然语言处理, 负责任的人工智能, 应用机器学习, 图像分析, 数据伦理
初级 · 课程 · 1-4 周


University of Michigan
您将获得的技能: Data Mining, Data Processing, Unsupervised Learning, Data Science, Anomaly Detection, Data Manipulation, Machine Learning Methods, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Network Monitoring, Network Troubleshooting, Network Security, Incident Response, Anomaly Detection, Network Analysis, Cyber Security Assessment, Network Protocols, Threat Detection, Technical Communication, Distributed Denial-Of-Service (DDoS) Attacks, Computer Security, Cybersecurity, Vulnerability Assessments
中级 · 课程 · 1-3 个月