统计建模课程可以帮助您学习回归分析、假设检验和数据可视化技术。您可以培养解释统计结果、验证 Data Model 和根据数据进行预测的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施统计方法和有效分析数据集。

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

University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data-Driven Decision-Making, Minitab, Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Predictive Analytics, Statistical Methods, Descriptive Statistics, Analytics, Business Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Statistical Modeling, Quantitative Research, Case Studies
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计方法, 模型评估, 统计推理, 数据伦理, 统计建模, 数学建模, 回归分析, 概率分布, 逻辑回归, 线性代数, R 程序设计, 微积分, 机器学习, 数据分析, 预测建模
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中级 · 课程 · 1-4 周

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Data Visualization, Data Manipulation, Logistic Regression, Predictive Modeling, Statistical Hypothesis Testing, Model Evaluation
初级 · 课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 统计假设检验, 统计方法, 贝叶斯统计, 统计推理, 统计建模, 概率与统计, 统计资料, 概率分布, 数据分析, 概率, 样本量的确定, 抽样(统计), 统计分析
混合 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, R (Software), Data Collection, Statistical Inference, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Data Visualization Software
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计假设检验, A/B 测试, 统计推理, 统计建模, 实验, 概率与统计, 数据伦理, 回归分析, 定量研究, 数据科学, 研究设计, 数据分析, 线性代数, 统计分析, 微积分, 样本量的确定
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中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 数据可视化软件, 统计方法, 贝叶斯统计, 统计推理, 模型评估, 统计建模, 回归分析, 统计编程, 统计机器学习, Python 编程, 逻辑回归, 统计分析, 统计软件, Jupyter, 预测建模
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 数学建模, 统计方法, 模型评估, 统计建模, 传染病, 流行病学, 模拟, 概率分布, 微分方程, 公共卫生, R 程序设计, 风险建模, 预测建模, 数据建模
中级 · 专项课程 · 1-3 个月

University of California, Santa Cruz
您将获得的技能: 模型评估, 统计方法, 贝叶斯统计, 统计建模, 回归分析, 概率分布, 马尔可夫模型, 数据分析, 统计分析, R 程序设计
中级 · 课程 · 1-3 个月