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。

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

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

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

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

您将获得的技能: Cybersecurity, Network Protocols, Threat Management, Threat Modeling, Security Controls, Responsible AI, Cyber Security Strategy, Cyber Attacks, Cyber Security Policies, Secure Coding, 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

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

Johns Hopkins University
您将获得的技能: Generative Adversarial Networks (GANs), AI Security, Generative AI, Fraud detection, Model Evaluation, Feature Engineering, Cybersecurity, Cyber Security Strategy, Data Preprocessing, Anomaly Detection, Security Testing, Applied Machine Learning, Reinforcement Learning, Performance Tuning
中级 · 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 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: Cybersecurity, Cyber Governance, Cyber Attacks, Cyber Security Strategy, Endpoint Security, Threat Detection, Incident Response, Cyber Security Assessment, Malware Protection, Network Security, Computer Security Incident Management, Security Management, Intrusion Detection and Prevention, Firewall, Network Analysis, Encryption
中级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Anomaly Detection, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Marketing Analytics, Data Mining, Feature Engineering, Autoencoders, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Marketing, Statistical Machine Learning, Target Audience, Python Programming, Market Analysis, Exploratory Data Analysis, Model Evaluation, Algorithms
初级 · 课程 · 1-3 个月
DeepLearning.AI
您将获得的技能: 生成式人工智能, 生成对抗网络 (GAN), 卷积神经网络, 迁移学习, 分类算法, 分布式计算, 计算机视觉, 模型评估, 自动编码器, Keras(神经网络库), 网络架构, 性能调整, 可视化(计算机制图), 深度学习, 张力流, 人工神经网络, 生成模型架构, 图像分析
中级 · 专项课程 · 3-6 个月