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
Duke University
您将获得的技能: 探索性数据分析, 贝叶斯统计, 统计推理, 数据分析, R（软件）, 统计分析, R 程序设计, 统计资料, 描述性统计, 抽样（统计）, 统计方法, 概率与统计, 概率分布, 概率, 统计软件
您将获得的技能: Probability & Statistics, Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Machine Learning, Statistical Inference, Probability Distribution, Predictive Analytics, Applied Machine Learning, Correlation Analysis, Predictive Modeling, Data Preprocessing
Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Data Literacy, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Analytics, Data Visualization, Statistical Methods, Data Analysis, Statistics, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Statistical Modeling, Variance Analysis
Johns Hopkins University
您将获得的技能: 样本量的确定, 箱形图, 定量研究, 统计资料, 描述性统计, 抽样（统计）, 统计可视化, 生物统计学, 风险分析, 公共卫生, 柱状图, 概率与统计, 统计方法, 概率分布
University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods, Spreadsheet Software, Bayesian Statistics
IBM
您将获得的技能: 交互式数据可视化, 数据展示, 探索性数据分析, 数据可视化软件, 数据整理, 网络抓取, 数据导入/导出, 绘图（图形）, 数据分析, NumPy, 数据科学, 数据收集, 数据汇编, Python 编程, Plotly, 仪表板, 机器学习, 数据可视化, 数据故事, 仪表板创建
Johns Hopkins University
您将获得的技能: 数据转换, 生物信息学, 统计假设检验, 探索性数据分析, 统计推理, 数据分析, 数据管道, 逻辑回归, 统计分析, R 程序设计, 统计资料, 回归分析, 数据处理, 统计建模, 数据预处理, 概率与统计, 统计方法, 生物统计学
状态：畅销您将获得的技能: Dashboard Creation, Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, R (Software), Data Presentation, Correlation Analysis, Pandas (Python Package), NumPy, Predictive Modeling, Python Programming, Machine Learning Algorithms, Data Science, Machine Learning, Project Management
您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Statistical Programming, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Statistical Modeling, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Predictive Analytics, Probability, Model Evaluation
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: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Histogram, R (Software), Statistical Methods, Statistical Programming, Probability & Statistics, Descriptive Analytics, Statistics, Statistical Software, Data Science
University of California, Santa Cruz
您将获得的技能: 模型评估, 贝叶斯统计, 时间序列分析和预测, 相关性分析, 数据分析, 预测, R（软件）, 统计分析, R 程序设计, 统计方法, 回归分析, 概率分布, 统计建模, Model Evaluation
总之，以下是 10 最受欢迎的 statistics 课程
- 使用 R 的概率与数据入门: Duke University
- Statistics & Mathematics for Data Science & Data Analytics: Packt
- Statistics and Data Analysis with Excel: Advanced: Macquarie University
- 公共卫生统计摘要: Johns Hopkins University
- Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
- 应用数据科学: IBM
- 基因组数据科学统计: Johns Hopkins University
- Data Science Foundations: IBM
- Statistics for Data Science with Python: EDUCBA
- Basic Statistics in Python (Correlations and T-tests): Coursera
