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。

您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 商业分析, 数据建模, 数据驱动决策, 电子表格软件, 分析, 运筹学, 业务建模, 决策, 线性代数, 商业数学, 制图, 工艺优化, 数学建模, Microsoft Excel
初级 · 课程 · 1-4 周

您将获得的技能: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI
混合 · 课程 · 1-4 周

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

Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
初级 · 专项课程 · 3-6 个月

Macquarie University
您将获得的技能: 统计分析, Model Evaluation, 数据展示, 趋势分析, 预测, 商业数学, 回归分析, 数据操作, Microsoft Excel, 模型评估, 数据可视化软件, 统计建模, 时间序列分析和预测
中级 · 课程 · 1-3 个月

Wesleyan University
您将获得的技能: 统计分析, 机器学习, Model Evaluation, 数据分析, Python 编程, 功能工程, 应用机器学习, 数据挖掘, 分类与回归树 (CART), 随机森林算法, 机器学习算法, 探索性数据分析, 无监督学习, 回归分析, 决策树学习, 预测分析, 模型评估
混合 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Econometrics, Regression Analysis, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Economics, Statistical Inference, Probability Distribution, Logistic Regression, Model Evaluation
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初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

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

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: 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