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 of Colorado Boulder
您将获得的技能: 数据管道, 数据清理, 数据分析, 统计分析, 数据科学, 监督学习, 数据建模, 机器学习算法, 分析技能, 分类与回归树 (CART), 大数据, 数据转换, 机器学习, 应用机器学习, 数据仓库, 无监督学习, 探索性数据分析, 数据挖掘, 分析, 异常检测
攻读学位
中级 · 专项课程 · 1-3 个月

Macquarie University
您将获得的技能: Mobile Security, Anomaly Detection, Criminal Investigation and Forensics, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Investigation, Cyber Attacks, File Systems, Intrusion Detection and Prevention, Fraud detection, Mobile Development, Cybersecurity, Applied Machine Learning, Malware Protection, Cyber Security Policies, Apple iOS, Threat Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Security
中级 · 专项课程 · 3-6 个月

您将获得的技能: Vulnerability Assessments, Cyber Threat Intelligence, Vulnerability Management, Cybersecurity, Hardening, Risk Analysis
高级设置 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Responsible AI, Information Privacy, Personally Identifiable Information, Data Security, Threat Detection, Threat Modeling, Vulnerability Assessments, Data Governance, Data Management, Cyber Security Strategy, Data Integrity, Data Loss Prevention, Cloud Security, Cybersecurity, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Security Management, Security Controls, Cyber Operations, Data Science
初级 · 专项课程 · 3-6 个月

您将获得的技能: Cyber Threat Intelligence, Cyber Threat Hunting, Threat Detection, Vulnerability Assessments, Incident Response, Threat Modeling, Security Information and Event Management (SIEM), Cybersecurity, Threat Management, Computer Security Incident Management, Cloud Security, MITRE ATT&CK Framework, Cyber Risk, Cyber Security Policies, Data Security, Network Security, Cyber Security Strategy, Personally Identifiable Information, Malware Protection, Risk Management
初级 · 专项课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning Methods, Feature Engineering, Data Science
中级 · 专项课程 · 3-6 个月

您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Network Performance Management, Artificial Intelligence and Machine Learning (AI/ML), IT Automation, Network Monitoring, Internet Of Things, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
高级设置 · 课程 · 1-3 个月

您将获得的技能: Real Time Data, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Tensorflow, Deep Learning, PyTorch (Machine Learning Library), Artificial Intelligence, Emerging Technologies, Network Performance Management, Generative AI, Generative AI Agents, Wireless Networks, Computer Networking, Network Architecture, Responsible AI, Digital Communications, Network Protocols, System Design and Implementation, Communication
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Anomaly Detection, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Intrusion Detection and Prevention, Fraud detection, Cybersecurity, Applied Machine Learning, Malware Protection, Threat Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Network Analysis, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, MLOps (Machine Learning Operations), Data-Driven Decision-Making
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 网络安全, 网络威胁猎杀, 安全管理, 事件响应, 威胁检测, 安全信息与事件管理(SIEM), 数据完整性, 技术交流, 计算机安全事件管理, 事件管理, 入侵检测和防御
中级 · 课程 · 1-4 周

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

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