Linear Regression 课程可以帮助您学习如何分析变量之间的关系、解释系数和评估模型性能。您可以培养数据可视化、假设检验和根据数据趋势进行预测的技能。许多课程介绍了 Python、R 和 Excel 等工具,这些工具支持实施回归模型和有效分析数据集。

Imperial College London
您将获得的技能: 统计分析, 公共卫生, Model Evaluation, 数据预处理, 逻辑回归, 描述性统计, R 程序设计, 探索性数据分析, 回归分析, 统计资料, 预测建模, 模型评估, 概率与统计, 统计建模
中级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 统计分析, Model Evaluation, 数据分析, Python 编程, SAS(软件), 统计方法, 逻辑回归, 回归分析, 预测建模, 相关性分析, 散点图, 统计建模, 模型评估, 数据操作, 分析
混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Data Science, Probability & Statistics, Dimensionality Reduction, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Logistic Regression, SAS (Software), Predictive Modeling, Regression Analysis, Predictive Analytics, Feature Engineering, Analytics, Statistical Methods, Data Transformation, Statistical Modeling, Statistical Analysis, Business Analytics, Estimation, Probability
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计分析, 统计推理, 概率分布, 应用数学, 线性代数, 回归分析, R 程序设计, 数学建模, 概率与统计, 统计建模, 数据科学
高级设置 · 课程 · 1-4 周

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

Birla Institute of Technology & Science, Pilani
您将获得的技能: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Geometry, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Artificial Neural Networks, Data Manipulation
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初级 · 课程 · 1-3 个月

您将获得的技能: Logistic Regression, Model Evaluation
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计分析, 数据建模, 普通数学, 应用数学, 衍生产品, R 程序设计, 线性代数, 回归分析, 统计资料, 数据科学, 数学建模, 统计建模
高级设置 · 课程 · 1-3 个月

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