统计课程
统计学课程可以帮助您学习数据分析、概率论、假设检验和 Regression 分析技术。您可以掌握解释 Data Set、做出明智预测和开展调查的技能。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分析和可视化结果。您还将探索描述统计、推断统计和实验设计等关键主题，掌握应对现实世界数据挑战的知识。
热门统计学课程和认证
Rice University
您将获得的技能: 数据扫盲, 决策, 统计推理, 描述性统计, 数据分析, 抽样（统计）, 商业分析, 统计分析, 相关性分析, 概率与统计, Excel 公式, 箱形图, 概率分布, Microsoft Excel, 描述性分析, 统计方法, 统计建模, 统计资料
Northeastern University
您将获得的技能: Probability & Statistics, Statistics, Probability Distribution, Probability, Statistical Modeling, Data Analysis, Bayesian Statistics, Statistical Analysis, Exploratory Data Analysis, Combinatorics, Descriptive Statistics, Statistical Inference, Correlation Analysis
University of Michigan
您将获得的技能: 统计推理, Python 编程, 抽样（统计）, Jupyter, 分析, 统计分析, 统计假设检验, 统计编程, 概率与统计, 数据驱动决策, 统计方法, 统计软件, 贝叶斯统计, 统计资料
您将获得的技能: Exploratory Data Analysis, Plot (Graphics), Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Preprocessing, Data Manipulation, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Statistical Methods, Python Programming
您将获得的技能: Exploratory Data Analysis, Logistic Regression, Correlation Analysis, Applied Machine Learning, Model Evaluation, Data Modeling
University of Michigan
您将获得的技能: 统计推理, Python 编程, Jupyter, 数据可视化软件, 预测建模, 高级分析, 逻辑回归, 统计分析, 回归分析, 模型评估, 相关性分析, Model Evaluation, 依赖性分析, 统计编程, 探索性数据分析, 统计方法, 统计软件, 统计建模, 贝叶斯统计
Eindhoven University of Technology
您将获得的技能: 数据共享, 研究方法, 数据综合, 一般科学与研究, 统计推理, 科学方法, 研究, 样本量的确定, 统计分析, 定量研究, 模拟, 科学与研究, 研究设计, 统计报告, 统计假设检验, 概率与统计, 统计方法, 计算思维, 数据伦理
您将获得的技能: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Dashboard Creation, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys
您将获得的技能: Probability & Statistics, Statistics, Data-Driven Decision-Making, Probability, Probability Distribution, Estimation, Business Analytics, Data Analysis, Statistical Methods, Analytics, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Correlation Analysis, Variance Analysis
John Wiley & Sons
您将获得的技能: Statistical Methods, Exploratory Data Analysis, Data Quality, Statistics, Data Analysis, Data Science, Statistical Analysis, Probability & Statistics, Data Storage, Data Collection, Data Management, Data Pipelines, Statistical Machine Learning, Data-Driven Decision-Making, Applied Mathematics, Interactive Data Visualization, Calculus, Probability Distribution, Machine Learning, Linear Algebra
Johns Hopkins University
您将获得的技能: 数据共享, 数据可视化, R 程序设计, 数据操作, 机器学习, 绘图（图形）, Rmarkdown, 数据科学, 统计分析, 版本控制, 统计编程, 探索性数据分析, R（软件）, 数据处理, 数据整理, 数据清理, Knitr, GitHub, 统计可视化, Ggplot2
您将获得的技能: Excel Formulas, Quantitative Research, Microsoft Excel, Financial Analysis, Spreadsheet Software, Statistical Analysis, Business Mathematics, Statistical Methods, Market Data, Financial Data, Descriptive Statistics, Data Analysis Software, Market Trend
总之，以下是 10 最受欢迎的 statistics 课程
- 基本数据描述符、统计分布及商业决策应用: Rice University
- Engineering Probability and Statistics Part 1: Northeastern University
- 使用 Python 进行推理统计分析: University of Michigan
- Basic Statistics in Python (Correlations and T-tests): Coursera
- Statistics You Need to Know for Machine Learning: SAS
- 用 Python 对数据拟合统计模型: University of Michigan
- 改进统计问题: Eindhoven University of Technology
- Market Research Statistical Analysis & Data Visualization: Coursera
- Probability and Statistics for Decision Making: EDUCBA
- Foundations of Data Science and Statistical Methods: John Wiley & Sons
