假设检验课程可以帮助您学习统计意义、P 值、置信区间以及 Null Hypothesis 和 Alternative Hypothesis 的提出。您可以培养分析 Data Set、解释结果和根据统计证据做出明智决策的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具常用于进行 T-tests、Chi-Square Test 和 ANOVA 等测试,让您可以将知识应用到实际的数据分析任务中。

University of Colorado Boulder
您将获得的技能: Probability, Statistical Inference, Estimation, Probability & Statistics, Probability Distribution, Statistical Methods, Statistics, Markov Model, Bayesian Statistics, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
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中级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Tree Maps, Geographic Information Systems, Plotly, Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Jupyter, Statistical Analysis, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Data Analysis, Statistical Methods, R Programming, Statistical Analysis, Plot (Graphics), Predictive Modeling, Ggplot2
初级 · 指导项目 · 不超过 2 小时

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

University of Colorado Boulder
您将获得的技能: Data Science, Dimensionality Reduction, Advanced Analytics, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Predictive Modeling, Linear Algebra, Probability Distribution
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中级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 统计分析, 相关性分析, 数据收集, 统计方法, 公共卫生与疾病预防, 研究方法, 生物统计学, 流行病学, 研究设计
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 数据处理, 文件管理, 创造力, ChatGPT, 信息管理, 解决问题, Prompt Engineering, 人工智能, 数据展示, 数据分析, 自动化
初级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: 回归分析, 统计分析, 实验, 分析, 统计方法, 统计建模, 数学建模, 数据分析软件, 研究设计, 统计软件
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 医疗保健伦理, 知情同意, 临床研究, 科学方法, 道德标准与行为, 临床试验, 药物开发
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, R Programming, Statistical Inference, Statistical Machine Learning, Dimensionality Reduction, Machine Learning, Advanced Analytics, Random Forest Algorithm, Sampling (Statistics)
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中级 · 专项课程 · 3-6 个月