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: Computational Logic, Systems Architecture, Software Design, Verification And Validation, Systems Design, Theoretical Computer Science, Communication Systems, Simulations, Algorithms, Safety and Security
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Exploratory Data Analysis, Data Mining, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Analytics, Feature Engineering, Predictive Modeling, Data Science, Data Processing, Statistical Analysis, Performance Analysis, Case Studies, Applied Machine Learning, Supervised Learning, Classification And Regression Tree (CART), Data Cleansing, Project Implementation
中级 · 课程 · 1-3 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Decision Making, Knowledge Transfer, Communication Strategies, Communication, Mediation, Engineering Management, Systems Thinking, Information Architecture, Organizational Structure, Cultural Diversity
初级 · 课程 · 1-3 个月

Universidades Anáhuac
您将获得的技能: Predictive Modeling, Time Series Analysis and Forecasting, Predictive Analytics, Statistical Modeling, Data Modeling, Forecasting, Supervised Learning, Machine Learning Software, Regression Analysis, Feature Engineering, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Unsupervised Learning, Statistical Analysis, Machine Learning, Jupyter
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Data Literacy, Visualization (Computer Graphics), Javascript, Data Analysis, Microsoft Visual Studio
中级 · 指导项目 · 不超过 2 小时
Coursera
您将获得的技能: Scenario Testing, Testability, Software Testing, Integration Testing, Test Case, Test Automation, Acceptance Testing, Test Tools, Regression Testing, Test Planning, Test Execution Engine, Maintainability, Restful API, Security Testing, Test Data, Scalability, Debugging, Authentications, Compliance Reporting, Automation
中级 · 课程 · 1-4 周

您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Machine Learning, Classification And Regression Tree (CART)
中级 · 课程 · 1-3 个月

您将获得的技能: SAS (Software), Statistical Modeling, Regression Analysis, Statistical Analysis, Predictive Modeling, Statistical Methods, Statistical Hypothesis Testing
混合 · 课程 · 1-4 周

您将获得的技能: Figma (Design Software), Wireframing, User Experience Design, User Experience, Usability, User Interface (UI), Prototyping, Information Architecture, Mockups, UI Components, Web Design
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Amazon Elastic Compute Cloud, Continuous Deployment, Continuous Integration, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Amazon Web Services, Applied Machine Learning, Advanced Analytics, Machine Learning Methods, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Machine Learning, Statistical Analysis, Forecasting, MLOps (Machine Learning Operations), Predictive Analytics, Supervised Learning, Regression Analysis, Performance Metric
初级 · 课程 · 1-3 个月

Universidades Anáhuac
您将获得的技能: Correlation Analysis, R (Software), Business Analytics, Statistical Analysis, Data Analysis, R Programming, Advanced Analytics, Statistical Methods, Unsupervised Learning, Exploratory Data Analysis, Ggplot2, Data Visualization, Dimensionality Reduction
初级 · 课程 · 1-3 个月