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: 电气工程, 物理科学, 数学建模, 应用数学, 微分方程, 物理学, 高等数学, 线性代数
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 安全测试, 单元测试, 验证和确认, 白盒测试, 可测试性, 代码覆盖范围, 开发测试, 回归测试, 硒(软件), 黄瓜(软件), 软件开发工具, 性能测试, JUnit, 软件测试, 系统测试, 行为驱动开发, 开放式网络应用程序安全项目(OWASP), 测试案例, Gherkin(脚本语言), 测试自动化
中级 · 专项课程 · 3-6 个月

University of California, Santa Cruz
您将获得的技能: 统计推理, 数据分析, 概率与统计, 统计方法, 统计可视化, 数据可视化, 数据建模, 概率, R(软件), R 程序设计, Microsoft Excel, 回归分析, 统计建模, 分析技能, 预测建模, 概率分布, 统计资料, 贝叶斯统计
中级 · 课程 · 1-4 周

University of Amsterdam
您将获得的技能: 文化, 人际沟通, 研究, 定性研究, 说服沟通, 媒体与传播
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Classification And Regression Tree (CART), Model Deployment, Decision Tree Learning, Predictive Modeling, Model Evaluation, Feature Engineering, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Performance Tuning, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Performance Analysis
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Operations Research, Strategic Thinking, Strategic Decision-Making, Business Strategy, AI Enablement, Business Analytics, Operational Analysis, Advanced Analytics, Analytics, Process Optimization, Applied Machine Learning, Process Improvement and Optimization, Predictive Modeling, Predictive Analytics, Artificial Intelligence, Statistical Modeling, Decision Making, Resource Allocation, Performance Analysis, Model Evaluation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Information Architecture, Cross-Functional Collaboration, Auditing, Organizational Structure, Employee Onboarding, Content Management Systems, Project Documentation, Document Management, Technical Documentation, Organizational Skills, Document Control, Content Management, Governance, Content Development and Management, Technical Writing
中级 · 课程 · 1-4 周

您将获得的技能: Scripting Languages, Scripting, Web Applications, Web Development, Information Architecture, Back-End Web Development, User Interface (UI), Usability, Content Management, Database Management
初级 · 课程 · 1-4 周

您将获得的技能: Correlation Analysis, Data Pipelines, Dashboard, Analytics, SQL, Business Analytics, Business Intelligence, Data Infrastructure, Data-Driven Decision-Making, Statistical Analysis, Warehouse Management, Trend Analysis, Capacity Management, Data Warehousing, Performance Analysis, Performance Metric, Scalability, Performance Measurement, Interactive Data Visualization, Descriptive Statistics
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Generative AI, Serverless Computing, Development Testing, AI Enablement, Cloud Applications, Application Development, Web Analytics and SEO, Embeddings, Software Development Tools, Information Architecture, Code Review, Test Case, MLOps (Machine Learning Operations), Web Development Tools, Query Languages, Computer Programming Tools, Integrated Development Environments, Secure Coding, Debugging, Containerization
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Collaborative Software, Scalability, Brand Awareness, Branding, Brand Strategy, Standard Operating Procedure, Document Management, Information Architecture, Technical Documentation, Team Management, Workflow Management, Layout Design, Visual Design, User Accounts, Operational Efficiency
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 机器学习, 自然语言处理, 无监督学习, 人工智能, 计算机视觉, 人工智能和机器学习(AI/ML), 应用机器学习, 人工智能工作流程, MLOps(机器学习运营), 分类算法, 预测建模, 无代码开发, 分析, 回归分析, 负责任的人工智能, 图像分析, 模型部署, 微软 Azure, 人工智能安全, 异常检测, Microsoft Azure
初级 · 专项课程 · 3-6 个月