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, Convolutional Neural Networks, Deep Learning, Matlab, Data Preprocessing, Data Visualization, Transfer Learning, Applied Machine Learning, Data Analysis
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 机器学习, 模型评估, 深度学习, 乳房 X 射线照相术, 人工智能, 放射诊断学, 肿瘤学, Model Evaluation, 人工神经网络, 贝叶斯网络, 医学影像, 流行病学, 图像分析, 射线照相术
中级 · 课程 · 1-4 周

您将获得的技能: Vulnerability Assessments, Risk Management, Continuous Monitoring, Operational Risk, Threat Management, Intrusion Detection and Prevention, Business Risk Management, Cyber Risk, Vulnerability Management, Security Controls, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Compliance Management, Law, Regulation, and Compliance, Security Information and Event Management (SIEM), Technical Communication, Network Monitoring, Network Analysis
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Model Evaluation, Intrusion Detection and Prevention, Threat Detection, Computer Security Incident Management, Cybersecurity, Anomaly Detection, Applied Machine Learning, Network Security, Machine Learning, Unsupervised Learning, Supervised Learning, Artificial Neural Networks
中级 · 课程 · 1-3 个月
Microsoft
您将获得的技能: 信息隐私, Prompt Engineering, 及时工程, 数据伦理, 功能工程, 市场营销, 大型语言建模, 生成式人工智能, 迁移学习, Transfer Learning, 负责任的人工智能, 广告, 模型部署, 人工智能安全
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Python Programming, Classification Algorithms
高级设置 · 课程 · 1-4 周

您将获得的技能: Fraud detection, Sarbanes Oxley Act (SOX) Compliance, Financial Statement Analysis, Financial Auditing, Internal Controls, Investigation, Compliance Management, Financial Analysis, Anomaly Detection, Risk Control, Business Ethics, Case Studies, Accounting
混合 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Intrusion Detection and Prevention, Cybersecurity, Cyber Threat Intelligence, Security Controls, Threat Modeling, Incident Response, Digital Forensics, Risk Management Framework, Network Security, Data Security, Network Analysis, Firewall
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Large Language Modeling, Email Security, Exploitation techniques, AI Security, Border Gateway Protocol, Malware Protection, Mobile Security, Cybersecurity, Network Security, Open Web Application Security Project (OWASP), TCP/IP, Threat Detection, Network Analysis, Internet Of Things, Network Protocols, Network Monitoring, Responsible AI, Network Routing, Infrastructure Security, Application Security
中级 · 专项课程 · 3-6 个月

您将获得的技能: Threat Detection, Anomaly Detection, Network Security, General Networking, Network Monitoring, Network Troubleshooting, Real Time Data, Security Strategy, Network Analysis, Network Protocols, Data Capture
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
中级 · 课程 · 1-3 个月