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: Threat Detection, Penetration Testing, Exploit development, Cyber Threat Intelligence, Threat Management, Incident Response, Vulnerability Scanning, Cyber Security Assessment, Vulnerability Assessments, Cybersecurity, Network Security, Vulnerability Management, Network Monitoring, Bash (Scripting Language), Intrusion Detection and Prevention, Network Troubleshooting, Anomaly Detection, Information Systems Security, Cyber Security Policies, Network Analysis
中级 · 专业证书 · 3-6 个月

Microsoft
您将获得的技能: 人工智能, 负责任的人工智能, 异常检测, 分类算法, 模型部署, 自然语言处理, 预测建模, 人工智能和机器学习(AI/ML), 数据伦理, AI 赋能, MLOps(机器学习 Operator), 应用机器学习, 计算机视觉, 无监督学习, 微软 Azure, 图像分析, AI 工作流程, 无代码开发, 回归分析, 机器学习
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Precision Medicine, Biomedical Engineering, Energy and Utilities, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Deep Learning, Sustainable Technologies, Generative AI, Applied Machine Learning, Predictive Modeling, Molecular Biology, Anomaly Detection, Pharmacology
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft Copilot, Data Quality, Anomaly Detection, Generative Adversarial Networks (GANs), Data Ethics, Generative AI, Data Pipelines, Data Cleansing, Data Preprocessing, Data Synthesis, Data Validation, Responsible AI, Natural Language Processing
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Cloud Development, Image Analysis, Anomaly Detection, Prompt Engineering, Microsoft Copilot, Microsoft Azure, Cloud Storage, Data Storage, Cloud Applications, Text Mining, Microsoft Development Tools, Unsupervised Learning, Cloud Deployment, Data Storage Technologies, Natural Language Processing, Continuous Deployment, Computer Vision, Cloud Computing, Machine Learning
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 卷积神经网络, PyTorch(机器学习库), 计算机视觉, Keras(神经网络库), 迁移学习, 张力流, 图像分析, 人工神经网络, 数据预处理, 深度学习
中级 · 课程 · 1-4 周

您将获得的技能: Cybersecurity, Network Protocols, Threat Management, Threat Modeling, Security Controls, Responsible AI, Cyber Security Strategy, Cyber Attacks, Secure Coding, Cyber Security Policies, Data Security, Security Awareness, Computer Security Awareness Training, Agile Methodology, Cyber Threat Intelligence, Network Security, TCP/IP, Incident Response, Threat Detection, Risk Management
中级 · 专项课程 · 1-3 个月

EC-Council
您将获得的技能: 异常检测, 事件监测, 安全信息与事件管理(SIEM), Network Security, 网络监控, 脆弱性评估, 威胁检测, 漏洞管理, 开发技术, 入侵检测和防御, 网络攻击, 计算机安全事件管理, 事件响应, 网络安全, 网络威胁猎杀
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Embeddings, LLM Application, Anomaly Detection, Generative AI, Google Cloud Platform, Natural Language Processing, Vector Databases, Semantic Web, Unsupervised Learning, Python Programming
初级 · 项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: 生成式人工智能, 数据管理, 负责任的人工智能, AI 个性化服务, 数据伦理, 分析, 应用机器学习, Machine Learning 方法, 人力资源分析, 信用风险, AI 赋能, AI 产品战略, 欺诈检测, 人力资源, 人力资源技术, 商业策略, 大数据, 生成对抗网络 (GAN), 机器学习, Data Governance
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Responsible AI, Infographics, Data Visualization, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Business Reporting, Risk Analysis, Text Mining, Predictive Analytics, Automation
中级 · 专业证书 · 3-6 个月

Infosec
您将获得的技能: Python 程序设计, 端点检测和响应, 脚本, 异常检测, 系统监控, 持续监测, 威胁检测, Network Security, 网络监控, 网络安全, 脚本语言, 网络安全战略, 网络威胁猎杀
中级 · 课程 · 1-4 周