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。

Northeastern University
您将获得的技能: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Logistic Regression, Unstructured Data, Model Evaluation, Dimensionality Reduction
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Process Controls, Statistical Hypothesis Testing, Process Improvement, Lean Methodologies, Kaizen Methodology, Process Capability, Six Sigma Methodology, Risk Analysis, Quality Improvement, Process Analysis, Statistical Analysis, Statistical Methods, Risk Management, Business Process, Sample Size Determination, Data Collection
中级 · 课程 · 1-4 周

University of California, Santa Cruz
您将获得的技能: 无监督学习, 概率与统计, 统计方法, 马尔可夫模型, 统计建模, 数学建模, R 程序设计, 概率分布, 贝叶斯统计, 分类算法, 机器学习方法, 统计软件
中级 · 课程 · 1-3 个月

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

University of Colorado Boulder
您将获得的技能: 统计推理, 统计分析, 功能工程, 数据建模, 概率与统计, 回归分析, 统计建模, 统计方法, 数学建模, R 程序设计, 数据伦理, 预测建模, 模型评估, 数据科学, Model Evaluation
攻读学位
中级 · 课程 · 1-3 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

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

Duke University
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Statistics, Data Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution
初级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 统计推理, Algorithm, 马尔可夫模型, 算法, 概率与统计, 贝叶斯网络, 统计方法, 概率分布, 图论, 抽样(统计), 机器学习算法, 计算思维, 机器学习方法, 应用机器学习
高级设置 · 课程 · 1-3 个月

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
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Regression Analysis, Predictive Modeling, Financial Forecasting, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Data-Driven Decision-Making, Statistical Analysis, Analytics, Scatter Plots, Credit Risk, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周