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: Security Information and Event Management (SIEM), Prompt Engineering, ChatGPT, Cyber Threat Intelligence, Incident Response, Generative AI Agents, Vulnerability Assessments, Computer Security Incident Management, Cloud Security, Threat Detection, IT Automation, Microsoft Azure, OpenAI, Artificial Intelligence
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Anomaly Detection, LLM Application, Database Application, Large Language Modeling, Generative AI, Semantic Web, Application Development, Natural Language Processing, Image Analysis, AI Personalization
初级 · 项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: Exploratory Data Analysis, Project Design, Data Mining, Ideation, Design Thinking, Data Analysis, Analytics, Business Analytics, Business Analysis, Sprint Planning, Unsupervised Learning, Case Studies, Anomaly Detection, Tree Maps
初级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: Algorithm, 大数据, 概率与统计, 监督学习, 预测建模, 分类与回归树 (CART), 文本挖掘, 自然语言处理, 可扩展性, 机器学习, 机器学习算法, 应用机器学习, 功能工程, 数据清理, 风险
混合 · 课程 · 1-3 个月

Pearson
您将获得的技能: Endpoint Detection and Response, Threat Management, Cyber Operations, Security Management, Threat Detection, Information Technology Operations, Security Information and Event Management (SIEM), Cyber Threat Hunting, Incident Response, Automation, Data Integration
中级 · 课程 · 1-4 周

您将获得的技能: Security Information and Event Management (SIEM), Cyber Risk, Cyber Security Policies, Data Security, Personally Identifiable Information, Email Security, Cyber Threat Intelligence, Cybersecurity, Data Loss Prevention, Threat Detection, Information Privacy, Event Monitoring, Incident Response, Automation
初级 · 课程 · 1-4 周

您将获得的技能: Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Anomaly Detection, Software Quality Assurance, Data Science, Machine Learning, Cloud Computing
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Incident Response, Threat Modeling, Threat Detection, Computer Security Incident Management, Malware Protection, Cybersecurity, Cyber Attacks, Network Analysis, Microsoft Windows, Operating Systems, Virtual Environment
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Fraud detection, Feature Engineering, Exploratory Data Analysis, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Application Deployment, Jupyter, Data Analysis, System Monitoring, Data Warehousing, Machine Learning
初级 · 项目 · 不超过 2 小时

您将获得的技能: Threat Detection, Threat Management, Cloud Security, Google Cloud Platform, Vulnerability Management, Vulnerability Assessments, Security Information and Event Management (SIEM), Public Cloud
中级 · 项目 · 不超过 2 小时

您将获得的技能: Penetration Testing, Vulnerability Scanning, Cyber Security Assessment, Vulnerability Assessments, MITRE ATT&CK Framework, Exploitation techniques, Threat Detection, Infrastructure Security, Payment Card Industry (PCI) Data Security Standards, NIST 800-53, Network Analysis, General Data Protection Regulation (GDPR), Information Privacy
中级 · 课程 · 1-4 周

您将获得的技能: Computer Vision, Image Analysis, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Machine Learning Algorithms, Data Processing, Performance Tuning, Data Collection, Software Installation
初级 · 课程 · 3-6 个月