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。

Google Cloud
您将获得的技能: Firewall, Network Security, Cloud Security, Cloud Infrastructure, Google Cloud Platform, Network Administration, Network Monitoring, Threat Management, Threat Detection
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Threat Detection, Threat Management, Vulnerability Management, Cloud Security, Vulnerability Assessments, Security Strategy, Multi-Cloud, Google Cloud Platform, Enterprise Security, Security Information and Event Management (SIEM), Security Controls, Risk Management Framework
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Vulnerability Management, Threat Detection, Vulnerability Assessments, Multi-Cloud, Cloud Security, Security Controls, Threat Management, Google Cloud Platform, Cloud Management, Enterprise Security, Security Information and Event Management (SIEM)
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Firewall, Network Security, Threat Management, Cloud Security, Threat Detection, Infrastructure Security, Cloud Infrastructure, Google Cloud Platform, Network Administration, Continuous Monitoring, System Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Firewall, Network Security, Security Requirements Analysis, Cloud Security, Google Cloud Platform, Cloud Infrastructure, Infrastructure Security, Threat Detection, Virtual Private Networks (VPN)
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Threat Management, Vulnerability Management, Threat Detection, Cloud Security, Vulnerability Assessments, Multi-Cloud, Security Management, Incident Management, Risk Management Framework, Security Information and Event Management (SIEM), Enterprise Security
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Open Web Application Security Project (OWASP), Secure Coding, Large Language Modeling, Threat Modeling, Security Controls, Vulnerability Assessments, Vulnerability Management, Threat Detection, Security Requirements Analysis, Software Architecture, Application Programming Interface (API), Systems Architecture
初级 · 课程 · 1-3 个月

Wesleyan University
您将获得的技能: Python 程序设计, 预测建模, 数据分析, 回归分析, 监督学习, 机器学习, 探索性数据分析, 统计方法, 随机森林算法, 分类与回归树 (CART), 决策树学习, 无监督学习, 预测分析, 功能工程, 统计分析, 数据挖掘, 应用机器学习
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Data Analysis, Supervised Learning, Classification And Regression Tree (CART), Machine Learning Algorithms, Data Science, Predictive Modeling, Feature Engineering, Data Mining, Machine Learning, Bayesian Statistics, Probability & Statistics
中级 · 课程 · 1-3 个月

Whizlabs
您将获得的技能: AWS Kinesis, Amazon Redshift, Data Analysis, Real Time Data, Applied Machine Learning, Data Processing, Extract, Transform, Load, Exploratory Data Analysis, Amazon S3, Data Sharing, Data Visualization Software, Data Transformation, Machine Learning, Data Management
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Data Validation, Regression Analysis, Exploratory Data Analysis, Verification And Validation, Plot (Graphics), Mathematical Modeling, Statistical Methods, Statistical Modeling, Data Transformation, Predictive Modeling, Correlation Analysis, Statistical Analysis, R Programming, Statistical Inference, Linear Algebra
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Data Visualization, Machine Learning Algorithms, Interactive Data Visualization, Applied Machine Learning, Machine Learning, Statistical Machine Learning, Data Mining, Scikit Learn (Machine Learning Library), Matplotlib, Algorithms, NumPy, Python Programming, Development Environment
中级 · 课程 · 1-3 个月