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: Vector Databases, Embeddings, Generative AI, Artificial Intelligence, Database Management Systems, Data Storage, Databases, Retrieval-Augmented Generation, Scalability, Information Architecture, Anomaly Detection, Unstructured Data
初级 · 课程 · 1-3 个月

您将获得的技能: Anomaly Detection, Model Evaluation, Image Analysis, Computer Vision, Google Cloud Platform, Predictive Modeling, Artificial Intelligence, Product Development
初级 · 项目 · 不超过 2 小时

您将获得的技能: Anomaly Detection, Model Deployment, Google Cloud Platform, Cloud Deployment, Image Analysis, Predictive Analytics, Computer Vision
初级 · 项目 · 不超过 2 小时

IBM
您将获得的技能: 网络威胁猎杀, 事件管理, 事件响应, 数字取证, 安全管理, 事件监测, 计算机安全事件管理, 威胁检测, 数据完整性, 网络安全
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Anomaly Detection, Model Deployment, Image Analysis, Google Cloud Platform, Computer Vision, Data Import/Export, AI Enablement, Data Management
初级 · 项目 · 不超过 2 小时

您将获得的技能: Model Deployment, Application Deployment, Image Analysis, AI Enablement, Google Cloud Platform, Cloud Deployment, Computer Vision, Anomaly Detection, AI Workflows
初级 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据管道, 分类算法, 数据管理, 无监督学习, 机器学习算法, 决策树学习, 大数据, 分析, 分析技能, 数据建模, 数据预处理, 数据挖掘, 数据仓库, 机器学习, 模型评估, 异常检测, 监督学习, 探索性数据分析, 数据清理, 数据分析
攻读学位
中级 · 专项课程 · 1-3 个月
您将获得的技能: Anomaly Detection, Fraud detection, Generative AI, Risk Management, Data Visualization Software, ChatGPT, Data Synthesis, Compliance Management, Unsupervised Learning, AI Workflows, Prompt Engineering, Data Pipelines, Automation, Predictive Analytics, Ethical Standards And Conduct
中级 · 课程 · 1-4 周

您将获得的技能: Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Threat Detection, Event Monitoring, Security Information and Event Management (SIEM), Incident Management, Security Management, Continuous Monitoring, Network Security, Network Monitoring, Splunk, Network Analysis, TCP/IP, Network Protocols, Query Languages
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Anomaly Detection, Image Analysis, Computer Vision, Matlab, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Transfer Learning, Data Synthesis
初级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Prompt Engineering, Natural Language Processing, Unstructured Data, Data Analysis, Data Preprocessing, Statistical Analysis, Time Series Analysis and Forecasting, Model Evaluation, Exploratory Data Analysis
中级 · 课程 · 1-3 个月