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: 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: Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Statistical Hypothesis Testing, Probability Distribution
初级 · 课程 · 1-4 周

Indian Institute of Technology Guwahati
您将获得的技能: User Experience, Information Architecture, User Experience Design, Interaction Design, User Flows, Persona (User Experience), Usability, User Centered Design, User Interface (UI) Design, Wireframing, User Research, Conceptual Design, Persona Development, Mockups, Ideation
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: Application Deployment, GitHub, Unit Testing, System Monitoring, Performance Testing
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Business Analytics, Data Literacy, Data Analysis, Data Cleansing, Business Intelligence, Data Quality, Business Ethics, Artificial Neural Networks, Machine Learning, Deep Learning, Data Science, Predictive Modeling, Python Programming, Unsupervised Learning
初级 · 课程 · 1-3 个月

您将获得的技能: Collaborative Software, Calendar Management, Journals, Organizational Skills, Productivity, Ability To Meet Deadlines, Document Management, Information Architecture, Project Management, Personal Development
初级 · 指导项目 · 不超过 2 小时

Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Big Data, Artificial Neural Networks, Trend Analysis, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Statistical Analysis, Forecasting, Advanced Analytics, Deep Learning, Predictive Analytics, Natural Language Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Plot (Graphics), Scripting, Scientific Visualization, Visualization (Computer Graphics), Graphing, Scripting Languages, Programming Principles, Debugging, Matlab, Computational Thinking, Numerical Analysis, Object Oriented Programming (OOP), Data Manipulation, Linear Algebra
混合 · 课程 · 1-4 周

您将获得的技能: Supervised Learning, Data-Driven Decision-Making
混合 · 课程 · 1-4 周

Universidades Anáhuac
您将获得的技能: Interactive Data Visualization, Infographics, Data Storytelling, Data Presentation, Data Visualization Software, User Experience Design, Multimedia, Dashboard, Data Analysis, Information Architecture, Timelines, Collaborative Software, Design Elements And Principles
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Collaborative Software, Brainstorming, Information Architecture, Organizational Skills, Productivity
初级 · 指导项目 · 不超过 2 小时