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。

Coursera
您将获得的技能: Regression Analysis, Statistical Modeling, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Data Manipulation, Pandas (Python Package), Machine Learning Methods, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时

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

University of Colorado Boulder
您将获得的技能: Python 程序设计, 数学建模, Algorithm, 图论, 计算思维, 线性代数, 组合学, 理论计算机科学, 运筹学
攻读学位
高级设置 · 课程 · 1-4 周

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

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, Object-Relational Mapping, 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, C++ (Programming Language), Programming Principles, Algorithms, Theoretical Computer Science, Object Oriented Programming (OOP)
中级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Java, Theoretical Computer Science, Programming Principles, Algorithms, Object-Relational Mapping
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: 应用数学, 数学建模, 人工智能, 监督学习, 线性代数, 机器学习, 深度学习
初级 · 课程 · 1-3 个月

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