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。

Universidad de los Andes
您将获得的技能: Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Visualization Software, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Python Programming, Descriptive Statistics, Statistical Modeling, Design Thinking
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks
中级 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, Model Evaluation, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Data Preprocessing, Linear Algebra, Applied Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

University of Minnesota
您将获得的技能: Algorithm, 机器学习算法, 机器学习, 降维, 线性代数, 应用机器学习, 模型评估
混合 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Statistical Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 模拟和模拟软件, 估算, 概率, 计算思维, 数学建模, 性能调整, 电力, 模型评估
中级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Test Planning, Test Tools, Software Testing, Configuration Management, Test Case, Integration Testing, System Testing, Test Automation, Software Development Life Cycle, Acceptance Testing, Software Technical Review, Code Review, Unit Testing, White-Box Testing, Regression Testing, Software Quality Assurance, Test Data, Risk Management, Risk Management Framework, Verification And Validation
初级 · 专项课程 · 1-3 个月
University of Colorado Boulder
您将获得的技能: 物理学, Angular, 数学建模, 线性代数, 应用数学
中级 · 课程 · 1-4 周

Columbia University
您将获得的技能: Python 程序设计, Algorithm, 精算学, 统计方法, 数值分析, 案例研究, 回归分析, 数学建模, 金融建模, 市场数据, 衍生产品, 金融市场, 工艺优化, 证券(金融), 应用数学, 风险模型, 财务系统, 概率分布
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 积分微积分, 数值分析, 衍生产品, 数据科学, 应用数学, 线性代数, 数学理论与分析, 微积分
中级 · 课程 · 1-4 周
University of Minnesota
您将获得的技能: Algorithm, 电子表格软件, 角色开发, 机器学习, 分类学, 预测分析, 计算机编程, 微软Excel, Java 编程, 描述性统计, 信息架构, 文本挖掘
中级 · 课程 · 1-3 个月