统计分析课程可以帮助您学习数据收集方法、假设检验、Regression Analysis 和数据 Visualization 技术。您可以培养从 Data Set 中解释结果、进行预测和得出结论的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计计算和创建数据的 Visual 化表示。

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Statistical Modeling, Machine Learning Methods, Decision Tree Learning, Data Mining, Exploratory Data Analysis, Machine Learning, Feature Engineering
中级 · 专项课程 · 3-6 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Statistical Analysis, Data Visualization, Predictive Modeling, Applied Mathematics
初级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 描述性统计, 数据扫盲, 统计推理, R 程序设计, 统计假设检验, 概率分布, 公共卫生, 统计资料, 数据分析, 分析技能, R(软件), 数据导入/导出, 抽样(统计)
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
攻读学位
初级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
攻读学位
混合 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Probability & Statistics, Analytical Skills, Exploratory Data Analysis, Estimation, Logistic Regression
中级 · 课程 · 1-3 个月
Duke University
您将获得的技能: 模型评估, 数据驱动决策, 商业分析, 分类算法, 商业风险管理, 数据分析, 预测分析, Model Evaluation, 财务分析, Microsoft Excel, 预测建模
初级 · 课程 · 1-3 个月

University of Leeds
您将获得的技能: 统计可视化, 模拟, 统计分析, 探索性数据分析, 描述性统计, 统计推理, 概率分布, 统计建模, 数据分析, 数据可视化软件, 统计方法, R(软件), 数据收集, 抽样(统计), 概率
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: Data Storytelling, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Analytical Skills, Business Analysis, Data Manipulation, Data Cleansing, Python Programming, Data Import/Export, Promotional Strategies
初级 · 指导项目 · 不超过 2 小时

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: Statistical Inference, Statistical Analysis, Data Literacy, Probability & Statistics, Estimation, Correlation Analysis
初级 · 课程 · 1-4 周