Linear Regression 课程可以帮助您学习如何分析变量之间的关系、解释系数和评估模型性能。您可以培养数据可视化、假设检验和根据数据趋势进行预测的技能。许多课程介绍了 Python、R 和 Excel 等工具,这些工具支持实施回归模型和有效分析数据集。

Kennesaw State University
您将获得的技能: 数据收集, 统计分析, 精益方法, 概率与统计, 统计方法, 团队建设, 流程改进, 精益六西格玛, 统计过程控制, 加工能力, 团队管理, 质量改进, 根源分析, 质量控制, 精益生产, 六西格玛方法, 过程分析, 统计假设检验, 流程制图, 探索性数据分析
中级 · 专项课程 · 3-6 个月

您将获得的技能: Responsive Web Design, Front-End Web Development, Web Design and Development, HTML and CSS, Web Development Tools, UI Components, Information Architecture, Wireframing, Application Frameworks, User Interface (UI) Design, Javascript
初级 · 课程 · 1-4 周

您将获得的技能: Performance Metric, Predictive Modeling, Data-Driven Decision-Making, Failure Analysis, Statistical Analysis, Technical Communication, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 临床研究, 统计分析, 流行病学, 数据收集, 诊断测试, 数据分析, 样本量的确定, 研究方法, 计划评估, 卫生政策, 风险分析, 公共卫生与疾病预防, 生物统计学, 公共卫生, 研究, 定量研究, 研究设计, 回归分析, 预防保健
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 机器学习算法, 机器学习, 模型评估, 数据整理, 预测建模, 随机森林算法, 数据预处理, 功能工程, 应用机器学习, 分类算法, 预测分析, 监督学习, 统计机器学习, 回归分析, 探索性数据分析, R 程序设计, Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: Cross-Functional Collaboration, Project Documentation, Taking Meeting Minutes, Maintainability, Role-Based Access Control (RBAC), Technical Documentation, Collaborative Software, Knowledge Transfer, Accountability, Document Management, User Feedback, Authorization (Computing), Information Architecture, Meeting Facilitation, Team Oriented, Data Integrity, Content Management Systems, IT Management, Content Creation, Communication
中级 · 专项课程 · 3-6 个月

您将获得的技能: Rmarkdown, Knitr, Surveys, Survey Creation, Data Quality, Sample Size Determination, Statistical Hypothesis Testing, Data Governance, Market Research, Regression Analysis, Predictive Modeling, Quantitative Research, Data Maintenance, Data Analysis, Statistical Analysis, R Programming, Excel Formulas, Business Intelligence, Data Visualization, Performance Metric
中级 · 专项课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Statistical Machine Learning, Performance Analysis, Performance Metric, Performance Improvement
中级 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 数学建模, 系统架构, 自动化, 控制系统, 机器人, 嵌入式软件, 计算机视觉, 安全标准, 软件架构, 模拟, 全球定位系统, 硬件架构, 安全保障
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Information Architecture, Intranet, Collaborative Software, Content Management Systems, Scalability, Maintainability, Responsive Web Design, Web Analytics and SEO, Web Development Tools, Front-End Web Development, Web Development
中级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Usability Testing, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys
初级 · 专项课程 · 3-6 个月

您将获得的技能: Correlation Analysis, Data Pipelines, Dashboard, Analytics, SQL, Business Analytics, Business Intelligence, Data Infrastructure, Data-Driven Decision-Making, Statistical Analysis, Warehouse Management, Trend Analysis, Capacity Management, Data Warehousing, Performance Analysis, Performance Metric, Scalability, Performance Measurement, Interactive Data Visualization, Descriptive Statistics
高级设置 · 课程 · 1-4 周