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。

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

University of Illinois Urbana-Champaign
您将获得的技能: 统计方法, 信息隐私, Algorithm, 非结构化数据, 文本挖掘, 图像分析, 异常检测, 大数据, 数据挖掘, 空间分析, 高级分析
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Python 程序设计, 生成式人工智能, 深度学习, 异常检测, 张力流, 欺诈检测, 数据综合, 探索性数据分析, Keras(神经网络库), 数据可视化, 数据处理, 降维
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Regression Analysis, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Exploratory Data Analysis, Project Planning
中级 · 课程 · 1-3 个月

您将获得的技能: Security Information and Event Management (SIEM), Prompt Engineering, ChatGPT, Cyber Threat Intelligence, Incident Response, Generative AI Agents, Vulnerability Assessments, Computer Security Incident Management, Cloud Security, Threat Detection, IT Automation, Microsoft Azure, OpenAI, Artificial Intelligence
中级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: Algorithm, 大数据, 概率与统计, 监督学习, 预测建模, 分类与回归树 (CART), 文本挖掘, 自然语言处理, 可扩展性, 机器学习, 机器学习算法, 应用机器学习, 功能工程, 数据清理, 风险
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Loss Prevention, Personally Identifiable Information, Information Privacy, JSON, Data Security, Cloud API, Google Cloud Platform, Data Cleansing, Cloud Storage
初级 · 项目 · 不超过 2 小时

您将获得的技能: AI Personalization, Anomaly Detection, Microsoft Azure, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Applied Machine Learning, Text Mining, Application Programming Interface (API), Time Series Analysis and Forecasting, Data Processing, Restful API
初级 · 课程 · 1-3 个月

您将获得的技能: Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Anomaly Detection, Software Quality Assurance, Data Science, Machine Learning, Cloud Computing
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Cloud Security, Intrusion Detection and Prevention, Email Security, Incident Response, Application Security, Cloud Computing, Computer Security Incident Management, Cyber Attacks, Cyber Threat Intelligence, Threat Detection, Web Applications, Malware Protection, Network Security, Threat Management, Security Information and Event Management (SIEM), Network Monitoring, Data Security, Authentications
中级 · 课程 · 1-4 周

Columbia University
您将获得的技能: 线性代数, 数学建模, Algorithm, 计算机视觉, 计算机图形学, 机器学习, 图像分析, 机器学习算法
初级 · 课程 · 1-3 个月

IIT Roorkee
您将获得的技能: Unsupervised Learning, Supervised Learning, Anomaly Detection, Data Mining, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Processing, Pandas (Python Package), Big Data, Data Cleansing, Data Science, Data Visualization, Python Programming, Data Manipulation, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks
初级 · 课程 · 1-3 个月