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。

Johns Hopkins University
您将获得的技能: 数据结构, 机器学习, Algorithm, 深度学习, 数据科学, 数学软件, 数据处理, 数值分析, 数据转换, 卷积神经网络, 人工神经网络, 数字信号处理, 图像分析, 线性代数
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Integrity, Data Governance, Data Collection, Quality Assurance, Data Processing, Data Strategy, Data Analysis, Data Management, Model Evaluation, Data Preprocessing, Data Access, Statistical Analysis, Sampling (Statistics), Verification And Validation, Design Strategies, Threat Detection
初级 · 专项课程 · 1-3 个月

Universidade de São Paulo
您将获得的技能: Network Analysis, Social Network Analysis, Data Visualization, Graph Theory, Exploratory Data Analysis, Environmental Science, Data Analysis, R Programming, Data Science, Probability Distribution
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Security Awareness, Cyber Attacks, Cyber Risk, Mobile Security, Cybersecurity, Cyber Security Strategy, Cyber Governance, Malware Protection, Cyber Security Policies, Cyber Security Assessment, Cyber Threat Intelligence, Data Security, Cyber Threat Hunting, Human Factors (Security), Email Security, Identity and Access Management, Security Management, Security Strategy, Multi-Factor Authentication, Cloud Security
初级 · 课程 · 1-4 周

您将获得的技能: Network Security, Cryptography, Firewall, Cybersecurity, Intrusion Detection and Prevention, Virtual Private Networks (VPN), Cloud Security, Public Key Infrastructure, Network Monitoring, Encryption, Network Architecture, Dynamic Host Configuration Protocol (DHCP), Human Factors (Security), Local Area Networks, Virtual Local Area Network (VLAN), Network Switches, Authentications
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Graph Theory, Social Sciences, Statistical Analysis, R Programming, Sociology, Statistical Modeling, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

您将获得的技能: Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Network Protocols
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 身份和访问管理, 防火墙, 云安全, Google 云端平台, Network Security, 威胁检测, 代理服务器, 网络监控, 基础设施安全, Distributed Denial-Of-Service (DDoS) 攻击, 入侵检测和防御
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Responsible AI, Data Ethics, Business Ethics, AI Security, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Case Studies, Legal Risk, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management, Information Privacy, Analysis, Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Cyber Threat Intelligence, Malware Protection, Peripheral Devices, Personally Identifiable Information, Remote Access Systems, Hardware Troubleshooting, Threat Detection, Desktop Support, Threat Management, Help Desk Support, Network Support, Cloud Services, Cybersecurity, Mac OS, Computer Hardware, Microsoft Windows, Technical Support and Services, Electrical Safety, IT Management, Cloud Security
初级 · 专项课程 · 1-3 个月

Macquarie University
您将获得的技能: Threat Modeling, Incident Response, Cyber Governance, Cyber Security Strategy, Threat Management, Cyber Risk, Cybersecurity, Cyber Attacks, Cyber Security Policies, Cyber Security Assessment, Cyber Threat Intelligence, Threat Detection, Leadership, Compliance Management, Leadership and Management, Governance, Risk Management, ISO/IEC 27001, NIST 800-53, Resilience
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 检索-增强生成, 数据转换, 数据预处理, 文件管理, LLM 申请, 元数据管理, 非结构化数据, 图像分析, JSON, 视觉转换器(ViT)
初级 · 项目 · 不超过 2 小时