根源分析课程
根源分析课程可以帮助您学习解决问题的技巧、数据分析方法和流程映射技能。您可以培养识别潜在问题、进行有效访谈以及利用 5 个为什么和鱼骨图等各种分析框架的能力。许多课程都会介绍一些工具，如用于数据分析的统计软件和 Visualization Mapping 工具，以帮助将问题和解决方案可视化，从而提高您实施纠正措施和改进流程的能力。
热门根源分析课程和认证
您将获得的技能: Exploratory Data Analysis, Financial Data, Data Analysis, Package and Software Management, R Programming, R (Software), Statistical Analysis, Expense Management, Financial Analysis, Tidyverse (R Package), Data Manipulation, Statistical Visualization, Data Import/Export
University of Illinois Urbana-Champaign
您将获得的技能: 数据结构, 无监督学习, 机器学习算法, 统计方法, 算法, 应用机器学习, 模型评估, 数据挖掘, 数据可视化
Johns Hopkins University
您将获得的技能: Incident Response, Computer Security Incident Management, Intrusion Detection and Prevention, Cyber Threat Hunting, Cybersecurity, Anomaly Detection, Cyber Security Strategy, Threat Detection, Cyber Security Policies, Security Management, Network Analysis, AI Security, Network Security, Network Monitoring, NIST 800-53, Network Protocols, Cloud Security
您将获得的技能: Strategic Prioritization, Competitive Analysis, Strategic Planning, Strategic Thinking, Case Studies, Business Strategy, Spreadsheet Software, Strategic Decision-Making, Market Analysis, Entrepreneurship, Leadership and Management
您将获得的技能: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Python Programming, Data Structures, Development Environment, Object Oriented Programming (OOP)
University of Colorado System
您将获得的技能: 软件可视化, 可扩展性, 用户需求文件, 安全和安保, 安全需求分析, 验证和确认, 风险管理框架, 风险, 需求分析
Coursera
您将获得的技能: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming
University of Illinois Urbana-Champaign
您将获得的技能: 社交网络分析, 分析, 营销分析, 数字营销, 营销策略与技巧, 生成式人工智能, 机器学习, 预测建模, 客户洞察, 高级分析, 数据伦理, 数据分析, 客户分析, 预测分析, 留住客户, 市场分析, 文本挖掘, 营销效果, 市场营销, 人工智能个性化
Johns Hopkins University
您将获得的技能: Program Evaluation, Health Equity, Quantitative Research, Data Analysis, Statistical Analysis, Analysis, Statistical Reporting, Data Collection, Sampling (Statistics), Public Health and Disease Prevention, Regression Analysis, Maternal Health, Data Quality
您将获得的技能: Incident Response, Threat Detection, Cyber Threat Hunting, Intrusion Detection and Prevention, Malware Protection, Cybersecurity, Data Persistence, Network Analysis, Operating Systems, Virtual Environment
您将获得的技能: Competitive Analysis, Market Opportunities, Strategic Thinking, Business Strategy, New Business Development, Market Analysis, Business Analysis, Entrepreneurship, Risk Analysis, Business Modeling, Analysis, Innovation, Business Research, Growth Strategies
您将获得的技能: Google Analytics, Marketing Analytics, Web Analytics, Web Analytics and SEO, Data-Driven Decision-Making, Data Analysis, Analytics, Customer Insights, Analysis, Descriptive Analytics, Trend Analysis, Performance Analysis
总之，以下是 10 最受欢迎的 root cause analysis 课程
- Analyze Data: Visualize, Summarize, and R: Coursera
- 数据挖掘中的聚类分析: University of Illinois Urbana-Champaign
- Advanced Network Analysis and Incident Response: Johns Hopkins University
- Using Advanced SWOT Analysis to Determine Competitiveness: Coursera
- Foundations of Data Analysis with Pandas and Python: Packt
- 软件需求优先级排序：风险分析: University of Colorado System
- Data Analysis Using Pyspark: Coursera
- 在营销中应用数据分析: University of Illinois Urbana-Champaign
- Analysis and Interpretation of Large-Scale Programs: Johns Hopkins University
- Cybersecurity Prevention and Detection: Unit 3: Pearson
