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。

University of Illinois Urbana-Champaign
您将获得的技能: 算法, 模型评估, 统计方法, 数据结构, 机器学习算法, 应用机器学习, 无监督学习, 数据可视化, 数据挖掘
混合 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Statistical Analysis, Continuous Improvement Process, Data Analysis, Process Improvement, Quality Improvement, Root Cause Analysis, Data-Driven Decision-Making, Regression Analysis, Process Optimization, Correlation Analysis
初级 · 课程 · 1-3 个月
Johns Hopkins University
您将获得的技能: Epidemiology, Health Disparities, Spatial Data Analysis, Data Visualization, Public Health, Geographic Information Systems, Data Analysis, Statistical Analysis, Infectious Diseases, Risk Analysis, Microsoft Excel
中级 · 课程 · 1-4 周

L&T EduTech
您将获得的技能: Structural Engineering, Engineering Analysis, Civil Engineering, Construction, Construction Engineering, Failure Analysis, Finite Element Methods, Engineering Calculations, Simulation and Simulation Software, Laboratory Testing
高级设置 · 课程 · 1-4 周

您将获得的技能: Capacity Planning, Capacity Management, Data-Driven Decision-Making, Resource Planning, Resource Allocation, Project Coordination, Project Management, Resource Management, Performance Measurement, Business Communication, Risk Mitigation, Data Visualization, Spreadsheet Software, Stakeholder Communications
初级 · 课程 · 1-4 周

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
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 安全和安保, 可扩展性, 需求分析, 验证和确认, 用户需求文件, 风险管理框架, 安全需求分析, 软件可视化, 风险
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 数据转换, 风险分析, 欺诈检测, 数据质量, 数据整合, 质量评估, 临床数据管理, 健康信息学, 数据综合, 分析, 预测建模, 数据字典, 摘录, 数据分析
中级 · 课程 · 1-4 周

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
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Risk Mitigation, Business Process Modeling, Stakeholder Analysis, Risk Analysis, Project Scoping, Stakeholder Management, Process Flow Diagrams, Risk Management, Work Breakdown Structure, Stakeholder Engagement, Scope Management, Business Requirements, Presentations, Requirements Elicitation, Business Analysis, Looker (Software), Requirements Analysis, Project Management, Process Optimization, Data Analysis Software
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis
初级 · 课程 · 1-4 周