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。

高级设置 · 课程 · 3-6 个月

University of Toronto
您将获得的技能: 机器学习方法, 应用数学, 数学建模, 控制系统, 估算, 机器人, 线性代数, 深度学习, 全球定位系统, 计算机视觉
高级设置 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 概率分布, 预测分析, 供应链, 数学建模, 预测, 模型评估, 回归分析, 商业分析, Microsoft Excel, 模拟, Excel 公式, 劳动力管理, 预测建模, Model Evaluation, 运筹学, 业务建模, 统计资料, 时间序列分析和预测, 数据预处理, 分析, 概率
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 应用机器学习, 机器学习方法, 金融交易, 统计机器学习, 模型评估, Google Cloud 平台, 机器学习, 人工神经网络, 机器学习算法, 证券交易, 人工智能和机器学习(AI/ML), 预测建模, Model Evaluation, 财务预测, 监督学习, 财务, 时间序列分析和预测, 技术分析, 深度学习, 云平台, 模型部署
中级 · 课程 · 1-4 周

您将获得的技能: User Story, Information Architecture, UI/UX Research, User Research, User Interface and User Experience (UI/UX) Design, Design Thinking, User Experience, Agile Software Development, Scrum (Software Development), User Centered Design, Agile Methodology, Usability, Usability Testing, Responsive Web Design, User Interface (UI), Figma (Design Software), Wireframing, Design Research, Prototyping, Persona (User Experience)
初级 · 专业证书 · 3-6 个月

您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Regression Testing, Kubernetes, Docker (Software), Feature Engineering, Containerization, Software Documentation, Data Pipelines, Git (Version Control System), Apache Airflow, Technical Documentation, Microservices, CI/CD, Unit Testing, API Design, Performance Metric, Python Programming, Version Control, Verification And Validation
中级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Autoencoders, Model Deployment, Deep Learning, PyTorch (Machine Learning Library), Model Evaluation, Embeddings, Artificial Neural Networks, Convolutional Neural Networks, Transfer Learning, Performance Tuning, Artificial Intelligence, Scalability, Python Programming, Machine Learning, Image Quality, Performance Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Responsive Web Design, Front-End Web Development, Web Design and Development, HTML and CSS, Web Development Tools, UI Components, Information Architecture, Wireframing, Application Frameworks, User Interface (UI) Design, Javascript
初级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Computational Logic, Engineering Calculations, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Analytical Skills, Bayesian Statistics, Differential Equations, Programming Principles, Statistical Inference, Theoretical Computer Science, Numerical Analysis, Descriptive Analytics, Applied Mathematics
初级 · 专项课程 · 3-6 个月

初级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Data Presentation, Regression Analysis, Advanced Analytics, Statistical Analysis, Data Analysis, Data Science, Project Design, Predictive Modeling, Machine Learning Methods, Artificial Intelligence, Python Programming, Machine Learning, Portfolio Management
高级设置 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: 数学建模, 应用数学, 物理科学, 高等数学, 电气工程, 微分方程, 线性代数, 物理学
中级 · 课程 · 1-3 个月