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。

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

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

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

您将获得的技能: Regression Analysis, Financial Forecasting, Model Evaluation, Data Presentation, Technical Communication, Exploratory Data Analysis, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, R (Software), Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Regression Analysis, Continuous Monitoring, Statistical Methods, Algorithms
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

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
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization
初级 · 课程 · 1-3 个月

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

IBM
您将获得的技能: 无监督学习, 统计分析, 时间序列分析和预测, Pandas(Python 软件包), 统计方法, 模型评估, 预测, 数据预处理, 数据转换, 深度学习, 预测建模, 应用机器学习, Jupyter, 降维, Model Evaluation
中级 · 课程 · 1-4 周

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Modeling, R Programming, Statistical Analysis, Probability & Statistics, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Data Validation, Histogram, Box Plots, Simulation and Simulation Software, Model Evaluation
初级 · 课程 · 1-3 个月

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