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在整个课程（说明和评估）中使用的语言。
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课程长度必需的
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探索 Regression 模型课程目录
状态：免费试用DeepLearning.AI
您将获得的技能: 统计建模, 分类与回归树 (CART), 数据转换, 监督学习, Python 程序设计, NumPy, 人工智能, 应用机器学习, 机器学习, 回归分析, Scikit-learn （机器学习库）, 功能工程, 预测建模, Jupyter
状态：免费试用University of Colorado System
您将获得的技能: Statistical Software, Marketing Analytics, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计建模, 分类与回归树 (CART), 数据科学, R 语言程序设计（中文版）, 统计分析, 统计方法, 统计机器学习, 机器学习, 回归分析, 应用机器学习, 监督学习, 预测建模, 概率与统计
状态：免费试用Imperial College London
您将获得的技能: 统计建模, 探索性数据分析, 数据导入/导出, 数据分析, R 语言程序设计（中文版）, 描述性统计, 相关性分析, 统计分析, R（软件）, 回归分析, 生物统计学, 统计方法, 概率与统计
状态：免费试用University of Michigan
您将获得的技能: Statistical Modeling, Regression Analysis, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, R Programming, Predictive Modeling
状态：免费试用University of Michigan
您将获得的技能: Statistical Inference, Predictive Analytics, R Programming, Probability & Statistics, Classification And Regression Tree (CART), Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis, Risk Analysis, Descriptive Statistics
状态：免费试用您将获得的技能: Predictive Modeling, Predictive Analytics, SAS (Software), Statistical Modeling, Regression Analysis, Statistical Analysis, Data Analysis, Statistical Methods, Probability & Statistics, Statistical Hypothesis Testing
您将获得的技能: Data Cleansing, R Programming, Statistical Analysis, R (Software), Data Manipulation, Classification And Regression Tree (CART), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
状态：免费试用University of Michigan
您将获得的技能: 数据处理, Pandas（Python 软件包）, 数据伦理, 数据分析, 分析, Python 程序设计, 概率, 概率与统计, 回归分析, 市场数据, 预测, 预测建模
状态：免费试用Stanford University
您将获得的技能: 统计建模, 测试数据, 机器学习算法, 统计方法, 机器学习, 应用机器学习, 概率与统计, 马尔可夫模型, Algorithm, 非结构化数据, 贝叶斯网络
状态：免费试用Corporate Finance Institute
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Supervised Learning, Exploratory Data Analysis, Pandas (Python Package), Matplotlib
状态：免费试用Johns Hopkins University
您将获得的技能: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing
总之，以下是 10 最受欢迎的 regression models 课程
- 监督式机器学习：回归与分类: DeepLearning.AI
- Regression Modeling for Marketers: University of Colorado System
- 回归与分类: University of Colorado Boulder
- 公共卫生领域的 R 线性回归: Imperial College London
- Linear Regression Modeling for Health Data: University of Michigan
- Logistic Regression and Prediction for Health Data: University of Michigan
- Regression Modeling Fundamentals: SAS
- Regression Analysis for Statistics & Machine Learning in R: Packt
- 体育数据预测模型: University of Michigan
- 概率图形模型 3：学习: Stanford University
