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。

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Descriptive Statistics, Box Plots, Statistical Modeling, Geospatial Information and Technology, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, Simulations
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Probability & Statistics, Analytical Skills, Exploratory Data Analysis, Estimation, Logistic Regression
中级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 数学建模, 模型评估, 统计方法, 传染病, 统计建模, 流行病学, 概率分布, 模拟, 预测建模, 公共卫生, R 程序设计, 数据建模
中级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Logistic Regression, Predictive Modeling, SAS (Software), Statistical Modeling, Regression Analysis, Model Evaluation, Statistical Analysis, Data Analysis, Model Deployment, Data Preprocessing, Statistical Methods, Probability & Statistics
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计假设检验, 统计方法, 探索性数据分析, 模型评估, 统计推理, 分类与回归树 (CART), 统计建模, 数据预处理, 回归分析, 数据分析, Rmarkdown, 预测建模, R 程序设计, Tidyverse(R 软件包), 数据科学, 统计分析, 机器学习, 数据建模
混合 · 课程 · 1-3 个月

您将获得的技能: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), SAS (Software), Forecasting, Regression Analysis, Machine Learning Methods, Statistical Analysis, Advanced Analytics, Statistical Methods, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Model Evaluation
中级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 算法, 图论, 统计方法, 统计推理, 概率与统计, 概率分布, 机器学习方法, 马尔可夫模型, 贝叶斯网络, 机器学习算法, 计算思维, 抽样(统计), 应用机器学习
高级设置 · 课程 · 1-3 个月

Ball State University
您将获得的技能: Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, Simulations, Statistical Visualization
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中级 · 课程 · 1-3 个月

IIMA - IIM Ahmedabad
您将获得的技能: 统计假设检验, 统计方法, 统计推理, 统计资料, 估算, 概率与统计, 概率分布, 数据扫盲, 概率, 数据分析, 数据科学, 描述性统计, 统计可视化, 抽样(统计), 样本量的确定
初级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Statistical Software, Marketing Analytics, Model Evaluation, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Logistic Regression, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Statistical Inference, Regression Analysis, Logistic Regression, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Probability Distribution, Probability
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中级 · 课程 · 1-4 周