应用统计学课程
应用统计学课程可以帮助您学习数据分析、假设检验、回归技术和实验设计。您可以掌握解释 Data Set、进行预测和有效交流统计结果的技能。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数据可视化。
热门应用统计学课程和认证
DeepLearning.AI
您将获得的技能: 数据分析, 数据扫盲, 数据可视化, 统计推理, 柱状图, 描述性统计, 统计资料, 分析, 统计假设检验, 抽样（统计）, 统计可视化, 概率与统计, 统计分析, 绘图（图形）, 概率分布, 估算, 概率, 相关性分析, 统计方法, 模拟
Google
您将获得的技能: A/B Testing, Sampling (Statistics), Data Analysis, Analytics, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Probability & Statistics, Advanced Analytics, Probability Distribution, Data Science, Statistical Inference, Statistical Programming, Statistical Methods, Probability, Python Programming
University of Pittsburgh
您将获得的技能: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking
University of Pittsburgh
您将获得的技能: Bayesian Statistics, Statistical Modeling, Predictive Analytics, Statistics, Regression Analysis, Predictive Modeling, Statistical Inference, Probability & Statistics, Mathematical Modeling, Model Evaluation, Data Analysis, Data Science, Statistical Machine Learning, Statistical Analysis, Statistical Programming, Markov Model, Probability Distribution, Sampling (Statistics), Machine Learning, Python Programming
University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis
Johns Hopkins University
您将获得的技能: 数据分析, 统计推理, 统计建模, 统计资料, 线性代数, 数据科学, 数据建模, 抽样（统计）, 统计假设检验, 数学建模, R 程序设计, 统计分析, 回归分析, 概率, 统计方法, 概率分布, 概率与统计, 分析, 贝叶斯统计, 生物统计学
是什么让您今天来到 Coursera？
University of Amsterdam
您将获得的技能: 数据分析, 数据收集, 研究, 研究方法, 统计推理, 统计资料, 社会科学, 研究报告, 研究设计, 抽样（统计）, 科学方法, 面试技巧, 统计分析, R 程序设计, 回归分析, 统计方法, 统计假设检验, 科学与研究, 概率与统计, 定性研究
University of Michigan
您将获得的技能: 数据可视化, 数据扫盲, 统计建模, 统计推理, 统计资料, Seaborn, Model Evaluation, 抽样（统计）, 绘图（图形）, 模型评估, 数据驱动决策, 统计假设检验, 统计方法, 统计分析, Python 编程, 统计可视化, 统计软件, 概率与统计, 统计编程, 贝叶斯统计, Matplotlib
Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Interactive Data Visualization, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Data Literacy, Statistical Modeling, Statistical Visualization, Data Presentation
Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management, Database Management Systems, R (Software), Data Compilation, Economics, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Data Literacy, International Finance
University of Amsterdam
您将获得的技能: 统计资料, 统计分析, 统计方法, 定量研究, 统计假设检验, 概率与统计, 数据分析软件
Rice University
您将获得的技能: 数据分析, 数据扫盲, 统计建模, 统计资料, 统计推理, 描述性统计, 商业分析, 样本量的确定, 统计分析, 概率与统计, 制图, 电子表格软件, 回归分析, 概率分布, 统计假设检验, 统计方法, Excel 公式, 透视表和图表, Microsoft Excel, 演讲
总之，以下是 10 最受欢迎的 applied statistics 课程
- 数据分析应用统计学: DeepLearning.AI
- The Power of Statistics: Google
- Advanced Bayesian Methods and Applications: University of Pittsburgh
- Applied Bayesian Data Analysis: University of Pittsburgh
- Statistics and Applied Data Analysis: University of Colorado Boulder
- 数据科学高级统计学: Johns Hopkins University
- 社会科学方法与统计: University of Amsterdam
- 用 Python 进行统计: University of Michigan
- Statistics and Data Analysis with Excel: Macquarie University
- Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
