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。

Johns Hopkins University
您将获得的技能: 数据管道, 统计, 探索性数据分析, 统计分析, 统计方法, 数据预处理, R 语言程序设计(中文版), 概率与统计, 数据转换, 统计推理, 统计假设检验, 回归分析, 逻辑回归, 数据分析, 生物统计学, 生物信息学
混合 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Robotics, Machine Controls, Mechanics, Automation Engineering, Linear Algebra, Engineering Calculations, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis
初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: 统计分析, 抽样(统计), 统计建模, 知情同意, R 语言程序设计(中文版), STATA (软件), 数据整合, 斯塔塔, 逻辑回归, 回归分析, 描述性统计, 数据伦理, 数据分析软件
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 排版, 平面设计, 设计元素和原则, 图像质量, 设计师, 布局设计, 网页设计与开发, 数字设计, Adobe InDesign, 信息架构, 平面和视觉设计, 文件管理, 用户体验设计, Adobe Photoshop, 图形和视觉设计软件, 设计研究, 色彩理论, 叙事, 徽标设计
初级 · 专项课程 · 3-6 个月

New York University
您将获得的技能: 无监督学习, 统计方法, Scikit-learn (机器学习库), 张力流, 机器学习, 监督学习, 决策树学习, 马尔可夫模型, 回归分析, 人工神经网络, 降维, 预测建模, 金融交易, 应用机器学习, 市场流动性, 衍生产品, 金融市场, 模型评估, 深度学习, 强化学习
中级 · 专项课程 · 3-6 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Relational Databases, Databases, Database Theory, Database Design, Database Systems, Database Management, SQL, Database Architecture and Administration, Database Management Systems, Query Languages, Data Modeling, Transaction Processing, Data Management, Data Integrity, System Design and Implementation, Information Technology, Data Analysis, Information Architecture, Problem Solving, Logical Reasoning
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Agentic systems, Mathematical Modeling, Systems Design, Theoretical Computer Science, Machine Controls, Computational Logic, Verification And Validation, System Requirements, System Design and Implementation, Engineering Analysis, Software Systems, Simulations, Automation Engineering, Automation, Mechanics, Diagram Design, Systems Analysis, Safety Assurance, Control Systems, Linear Algebra
攻读学位
中级 · 专项课程 · 3-6 个月

Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Data Visualization Software, Probability & Statistics, Statistical Inference, Variance Analysis
高级设置 · 课程 · 1-3 个月

École Polytechnique
您将获得的技能: Physics, Mechanics, Semiconductors, Linear Algebra, electromagnetics, Probability, Calculus, Differential Equations, Advanced Mathematics, Mathematical Modeling, Experimentation
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Microsoft Azure, Development Testing, Application Deployment, LLM Application, Multimodal Prompts, Artificial Intelligence, Test Case, Agentic systems, Application Programming Interface (API), Information Architecture, Natural Language Processing, Technical Documentation
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月