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: Exploratory Data Analysis, Deep Learning, Plot (Graphics), Artificial Neural Networks, Matplotlib, Data Cleansing, Data Analysis, Tensorflow, Natural Language Processing, Data Processing, Data Manipulation, Python Programming, Machine Learning
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Incident Response, Threat Modeling, Threat Detection, Computer Security Incident Management, Malware Protection, Cybersecurity, Cyber Attacks, Network Analysis, Microsoft Windows, Operating Systems, Virtual Environment
初级 · 课程 · 1-4 周

您将获得的技能: Threat Detection, Threat Management, Cloud Security, Google Cloud Platform, Vulnerability Management, Vulnerability Assessments, Security Information and Event Management (SIEM), Public Cloud
中级 · 项目 · 不超过 2 小时

您将获得的技能: Security Information and Event Management (SIEM), Cyber Risk, Cyber Security Policies, Data Security, Personally Identifiable Information, Email Security, Cyber Threat Intelligence, Cybersecurity, Data Loss Prevention, Threat Detection, Information Privacy, Event Monitoring, Incident Response, Automation
初级 · 课程 · 1-4 周

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

Google Cloud
您将获得的技能: Fraud detection, Feature Engineering, Exploratory Data Analysis, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Application Deployment, Jupyter, Data Analysis, System Monitoring, Data Warehousing, Machine Learning
初级 · 项目 · 不超过 2 小时

您将获得的技能: Computer Vision, Image Analysis, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Machine Learning Algorithms, Data Processing, Performance Tuning, Data Collection, Software Installation
初级 · 课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Anomaly Detection, LLM Application, Database Application, Large Language Modeling, Generative AI, Semantic Web, Application Development, Natural Language Processing, Image Analysis, AI Personalization
初级 · 项目 · 不超过 2 小时

您将获得的技能: Security Information and Event Management (SIEM), Threat Detection, Microsoft Azure, Anomaly Detection, Cyber Threat Intelligence, Security Management, Application Deployment, Role-Based Access Control (RBAC), Incident Response, Query Languages
中级 · 课程 · 1-4 周

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

您将获得的技能: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering, Python Programming
初级 · 指导项目 · 不超过 2 小时

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