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: Vulnerability Management, Threat Detection, Cloud Security, Vulnerability Assessments, Multi-Cloud, Cyber Security Assessment, Security Management, Incident Management, Risk Management Framework, Security Information and Event Management (SIEM), Enterprise Security, Google Cloud Platform
中级 · 课程 · 1-4 周

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

您将获得的技能: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping
初级 · 课程 · 1-4 周

您将获得的技能: Incident Response, Continuous Monitoring, Cybersecurity, Cyber Security Assessment, Cyber Attacks, Event Monitoring, Data Security, Vulnerability, System Monitoring, Analysis, Network Security, Network Monitoring, Criminal Investigation and Forensics, Linux Commands, System Configuration, Bash (Scripting Language), Python Programming, Scripting, Linux, Scripting Languages
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Decision Tree Learning, Predictive Modeling, Feature Engineering, Data Preprocessing, Machine Learning, Bayesian Statistics, Performance Tuning
中级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 统计分析, 数据故事, 散点图, 仪表板, 交互式数据可视化, 自然语言处理, 绘图(图形), 矢量数据库, 非结构化数据, 数据可视化软件, 无监督学习, 数据展示, 大数据, 制图, Tableau 软件, 文本挖掘, 数据挖掘, 数据可视化, 数据映射, 预测分析
中级 · 专项课程 · 3-6 个月

Whizlabs
您将获得的技能: AWS Kinesis, Amazon Redshift, Data Preprocessing, Data Analysis, Real Time Data, Applied Machine Learning, Data Pipelines, 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

您将获得的技能: Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Statistical Methods, Dimensionality Reduction, Algorithms, NumPy, Python Programming
中级 · 课程 · 1-3 个月

您将获得的技能: Splunk, Data Integration, Windows PowerShell, Data Pipelines, Microsoft Windows, Data Preprocessing, Windows Servers, Data Validation, Configuration Management, Unstructured Data, Event Monitoring, System Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Model Evaluation, Data Validation, Regression Analysis, Exploratory Data Analysis, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution
攻读学位
中级 · 课程 · 1-4 周
CertNexus
您将获得的技能: 运营风险, 风险管理, 负责任的人工智能, 安全和安保, 风险分析, 个人身份信息, 信息隐私, 道德标准与行为, 问责制, 数据伦理, 风险缓解, 商业道德, 业务风险, 人工智能安全
初级 · 课程 · 1-3 个月