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。

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

DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, NumPy, Data Manipulation, Programming Principles, Python Programming, Regression Analysis
初级 · 课程 · 1-3 个月

Wesleyan University
您将获得的技能: 统计假设检验, 回归分析, 数据管理, 统计推理, 概率与统计, 分析技能, 相关性分析, 数据分析, SAS(软件), 统计方法, 统计软件, 定量研究, 统计分析
混合 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 全球定位系统, 硬件架构, 自动化, 模拟, 安全标准, 控制系统, 机器人, 嵌入式软件, 计算机视觉, 软件架构, 数学建模, 安全保障, 系统架构
高级设置 · 课程 · 1-3 个月

您将获得的技能: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Software Design Documents, Information Architecture, Writing, User Requirements Documents, Software Development Tools, Automation, Style Guides, Software Development, Agile Software Development, Interactive Design, Project Management Software, Diagram Design, Generative AI
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 数据科学, 线性代数, 统计方法, Python 程序设计, 机器学习算法, 无监督学习, 机器学习, 降维, 探索性数据分析, 应用机器学习
攻读学位
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Robotics, Mechanics, Automation Engineering, Mechanical Engineering, Control Systems, Linear Algebra, Applied Mathematics, Trigonometry, Mathematical Modeling, Spatial Analysis
初级 · 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

您将获得的技能: Predictive Modeling, Data Visualization, Data Presentation, Data-Driven Decision-Making, Advanced Analytics, Business Analytics, AI Enablement, Business Reporting, Global Marketing, User Feedback, Regional Sales, Presentations, Key Performance Indicators (KPIs), Law, Regulation, and Compliance
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 回归分析, 分类算法, 模型部署, 数据管道, 负责任的人工智能, 监督学习, Scikit-learn (机器学习库), 机器学习, MLOps(机器学习 Operator), 应用机器学习, 微软 Azure, 无监督学习, 人工智能和机器学习(AI/ML), 预测建模, 模型评估, Virtual Machine, 数据库
中级 · 课程 · 1-4 周

The Chinese University of Hong Kong
您将获得的技能: Operations Research, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Performance Tuning, Linear Algebra
中级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Business Analytics, Data-Driven Decision-Making, Excel Formulas, Data Visualization, Data Literacy, Business Analysis, Data Presentation, Business Intelligence, Statistical Analysis, Statistical Methods, Analytics, Spreadsheet Software, Data Analysis, Data Analysis Software, Correlation Analysis, Case Studies, Data Manipulation
初级 · 课程 · 1-4 周