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。

IBM
您将获得的技能: 统计分析, Model Evaluation, 回归分析, 预测建模, 功能工程, 逻辑回归, 机器学习算法, 数据预处理, 统计建模, 机器学习, Scikit Learn(机器学习库), 分类算法, 模型评估, 监督学习, 应用机器学习
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

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
初级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Data Storage Technologies, Statistics, Data Storage, Database Software, Statistical Hypothesis Testing, Data Manipulation
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Probability & Statistics, Analytical Skills, Exploratory Data Analysis, Estimation, Logistic Regression
中级 · 课程 · 1-3 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

Johns Hopkins University
您将获得的技能: Model Evaluation, 预测建模, 统计分析, 高级分析, 逻辑回归, 回归分析, 概率与统计, 生物统计学, 公共卫生, 统计建模, 模型评估, 统计推理, 统计方法
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Model Evaluation, 预测建模, 回归分析, 逻辑回归, 功能工程, 数据预处理, 数据清理, 机器学习, 决策树学习, Matlab, 模型评估, 分类算法, 监督学习, 应用机器学习
初级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy
混合 · 课程 · 1-3 个月

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

您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Classification Algorithms, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Decision Tree Learning, Predictive Analytics, Logistic Regression, Random Forest Algorithm, Bayesian Statistics
初级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction
混合 · 课程 · 1-4 周