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: Python 程序设计, 图论, Algorithm, 理论计算机科学, 线性代数, 运筹学, 计算思维, 数学建模, 组合学
攻读学位
高级设置 · 课程 · 1-4 周

Georgia Institute of Technology
您将获得的技能: 工程计算, 绘图(图形), 电气工程, 电力电子, 验证和确认, 电子元件, 工程分析, 电力, 基本电气系统, 电子产品, 数学建模
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Algebra, Mathematical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)
中级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Graph Theory, Algorithms, Java, Theoretical Computer Science, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Finite Element Methods, Engineering Analysis, Simulation and Simulation Software, Engineering Calculations, Mathematical Modeling, Structural Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Structures, Java Programming, Java, Theoretical Computer Science, Programming Principles, Algorithms, Object-Relational Mapping, Computer Programming Tools
中级 · 课程 · 1-4 周

您将获得的技能: Data Structures, C++ (Programming Language), C and C++, Programming Principles, Algorithms, Theoretical Computer Science, Object Oriented Programming (OOP)
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Algebra, Graphing, Advanced Mathematics, Logical Reasoning, General Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Mathematical Modeling, Visualization (Computer Graphics), Correlation Analysis
初级 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 人工智能, 监督学习, 应用数学, 线性代数, 数学建模, 深度学习, 机器学习
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Customer Analysis, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Logistic Regression, Data Cleansing, Data Manipulation, Advertising, Digital Advertising, Performance Analysis, Machine Learning, Python Programming, Deep Learning
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Calculus, Mathematical Theory & Analysis, Differential Equations, Geometry, Mathematical Modeling
混合 · 课程 · 1-3 个月