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: Statistical Hypothesis Testing, Logistic Regression, Correlation Analysis, Six Sigma Methodology, R (Software), R Programming, Statistical Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Probability & Statistics, Data Literacy, Data Science
中级 · 指导项目 · 不超过 2 小时

National Taiwan University
您将获得的技能: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 模拟和模拟软件, 数学建模, 应用数学, 扭矩(物理学), 物理学, 微分方程, 工程分析, 控制系统, 线性代数, 机械, 工程学, 振动, 微积分
高级设置 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月

Macquarie University
您将获得的技能: 统计分析, 决策, 趋势分析, 统计建模, 预测, 数据展示, 制图, Excel 公式, 模型评估, 商业分析, 商业数学, 业务指标, 商业经济学, 回归分析, 工艺优化, 统计可视化, 微软Excel, 预测建模, 案例研究, 时间序列分析和预测
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Robotics, Artificial Intelligence, Planning, Automation, Data Mapping, Graph Theory, Algorithms, Simulation and Simulation Software, Control Systems, Real-Time Operating Systems, Computer Programming, Engineering, Computer Science, Computer Vision, Python Programming, Data Structures, Simulations, Linear Algebra, Design
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初级 · 专项课程 · 3-6 个月

The Hong Kong University of Science and Technology
您将获得的技能: 数学建模, 模拟和模拟软件, 工程计算, 脚本, Algorithm, 应用数学, 积分微积分, Matlab, 模拟, 微分方程, 绘图(图形), 线性代数, 工程分析, 数值分析, 数学软件, 编程原则, 计算思维, 科学可视化, 微积分, 估算
中级 · 课程 · 1-3 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Data Collection, Transportation Operations, Surveys, Quantitative Research, Mathematical Modeling, Predictive Modeling, Statistical Methods, Regression Analysis, Model Evaluation, Logistic Regression, Spatial Analysis
中级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Supervised Learning, Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Classification Algorithms, Linear Algebra, Regression Analysis
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Agentic systems, Mathematical Modeling, Systems Design, Theoretical Computer Science, Machine Controls, Computational Logic, Verification And Validation, System Requirements, System Design and Implementation, Engineering Analysis, Software Systems, Simulations, Automation Engineering, Automation, Mechanics, Diagram Design, Systems Analysis, Safety Assurance, Control Systems, Linear Algebra
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中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 数学建模, C++(编程语言), 面向对象编程(OOP), 工程分析, 数值分析, 有限元方法, 高等数学
中级 · 课程 · 3-6 个月

Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Model Evaluation, Regression Analysis, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Feature Engineering, Logistic Regression, Decision Tree Learning, Classification Algorithms
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中级 · 课程 · 1-3 个月