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。

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Automation
初级 · 专业证书 · 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

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

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

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: 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

您将获得的技能: Cyber Threat Hunting, Threat Detection, Incident Response, Cloud Security, Intrusion Detection and Prevention, Microsoft Azure, Security Information and Event Management (SIEM), Malware Protection, Endpoint Security, Azure Active Directory, Anomaly Detection, Email Security, Identity and Access Management, Automation
中级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Property and Real Estate, Real Estate, Fraud detection, Advanced Analytics, Predictive Analytics, Real Estate Transactions, Marketing Analytics, Responsible AI, Market Trend, Property Management, Marketing Strategies, Tensorflow, Artificial Intelligence, Business Valuation, Automation, Machine Learning, Risk Management
中级 · 课程 · 1-3 个月