线性回归课程
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。
热门线性回归课程和认证
状态：免费试用University of Colorado Boulder
您将获得的技能: Robotics, Data Mapping, Real-Time Operating Systems, Simulations, Linear Algebra, Python Programming, Algorithms, Computer Programming
状态：免费试用Microsoft
您将获得的技能: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing, Data Transformation, Database Design
状态：免费试用University of California San Diego
您将获得的技能: 数据操作, 数据清理, 逻辑回归, 统计方法, Scikit-learn （机器学习库）, 机器学习算法, 数据预处理, 监督学习, 回归分析, 预测分析, 功能工程, 设计思维, 应用机器学习, 张力流, 分类算法, 预测建模
状态：免费试用Duke University
您将获得的技能: 图表设计, 信息架构, 逻辑推理, 演绎推理
状态：免费试用Imperial College London
您将获得的技能: 研究方法, 数据收集, 流行病学, 回归分析, 研究设计, 统计分析, 生物统计学, 公共卫生与疾病预防
状态：免费试用Microsoft
您将获得的技能: MLOps（机器学习 Operator）, 微软 Azure, 机器学习, 监督学习, 无代码开发, 回归分析, 无监督学习, 应用机器学习, 分类算法, 模型部署, 人工智能, 预测建模, 人工智能和机器学习（AI/ML）
Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, Matlab, Engineering Analysis, Mathematical Modeling, Simulation and Simulation Software, Engineering Calculations, Systems Analysis, Linear Algebra, System Design and Implementation, Differential Equations
状态：免费试用您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
状态：预览National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
状态：免费试用IBM
您将获得的技能: Algorithm, 机器学习算法, 机器学习, 数据预处理, Scikit-learn （机器学习库）, 数据分析, 大数据, 降维, 无监督学习, 功能工程, 数据科学, 文本挖掘
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
状态：免费试用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
总之，以下是 10 最受欢迎的 linear regression 课程
- Robotic Mapping and Trajectory Generation: University of Colorado Boulder
- Microsoft Data Visualization: Microsoft
- 数据产品的设计思维和预测分析: University of California San Diego
- 再思考 II：如何进行演绎推理: Duke University
- 流行病学的有效性和偏差: Imperial College London
- 微软 Azure 机器学习: Microsoft
- Introdução ao Controle Moderno: Instituto Tecnológico de Aeronáutica
- AI ML with Deep Learning and Supervised Models: Simplilearn
- 機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations: National Taiwan University
- 无监督机器学习: IBM
