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: AI Security, Large Language Modeling, Open Web Application Security Project (OWASP), Model Deployment, Threat Modeling, Prompt Engineering, Security Controls, Security Requirements Analysis, Threat Detection, System Configuration, Application Programming Interface (API)
初级 · 课程 · 1-3 个月

您将获得的技能: Firewall, Cloud Security, Network Security, Google Cloud Platform, Threat Modeling, Cloud Infrastructure, Infrastructure Security, Cyber Security Assessment, Virtual Networking, Cloud Management, Threat Detection
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: 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
University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
获得学位
学位 · 1-4 年

Wesleyan University
您将获得的技能: Python 程序设计, 探索性数据分析, 机器学习, 模型评估, 分类与回归树 (CART), 预测分析, 无监督学习, 回归分析, 机器学习算法, 统计分析, 决策树学习, 应用机器学习, 功能工程, 数据挖掘, 数据分析, 随机森林算法
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, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, 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 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: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Decision Tree Learning, Random Forest Algorithm, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning
高级设置 · 课程 · 1-3 个月

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