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。

University of Colorado Boulder
您将获得的技能: 统计分析, 数据科学, 分类算法, 监督学习, 统计方法, 模型评估, 预测建模, 统计机器学习, 机器学习算法, 统计建模, R 语言程序设计(中文版), 机器学习, 回归分析, 无监督学习
攻读学位
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Mathematical Modeling, Linear Algebra, Applied Mathematics, Dimensionality Reduction, Data Analysis, Applied Machine Learning, Analytics, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Processing, Pandas (Python Package), Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Machine Learning, Data Analysis, Random Forest Algorithm
初级 · 指导项目 · 不超过 2 小时

Howard University
您将获得的技能: Python 程序设计, 应用数学, 数据科学, 数学建模, NumPy, 数据操作, Git(版本控制系统), 软件安装, 线性代数, Jupyter, 数据可视化
初级 · 课程 · 1-4 周

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
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Linear Algebra, Statistical Machine Learning, Mathematics and Mathematical Modeling, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Statistical Inference, Algebra
混合 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Data Visualization, Seaborn, Exploratory Data Analysis, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Python Programming, Supervised Learning, Algorithms
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: AWS SageMaker, Applied Machine Learning, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Regression Analysis, Data Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Calculus, Applied Mathematics, NumPy, Tensorflow, Machine Learning, Python Programming, Derivatives, Algorithms, Development Environment
中级 · 课程 · 1-3 个月

Howard University
您将获得的技能: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Predictive Modeling, Statistical Modeling, Data Analysis, Linear Algebra
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Regression Analysis, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Exploratory Data Analysis, Project Planning
中级 · 课程 · 1-3 个月