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 Washington
您将获得的技能: 数据收集, 数据分析, 数据挖掘, Python 编程, 社交网络分析, 数据可视化, 应用编程接口 (API), 大数据, 统计方法, 非结构化数据, R 程序设计, 分析, 统计分析, 回归分析, 数据展示, 相关性分析, 文本挖掘, 定量研究, 交互式数据可视化
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据分析, 数据建模, 监督学习, 商业分析, 数据可视化, 逻辑回归, 人工神经网络, 数据清理, 分类算法, 决策树学习, 预测分析, 预测建模, 统计建模, Microsoft Excel, 回归分析, 数据展示, 探索性数据分析
中级 · 课程 · 1-4 周

您将获得的技能: Jira (Software), Issue Tracking, Backlogs, Quality Assurance, Test Case, Verification And Validation, Generative AI Agents, Software Testing, User Story, Regression Testing, Business Reporting, Dashboard, Software Documentation, Technical Communication, Analytical Testing, Automation, Data Import/Export
初级 · 课程 · 1-3 个月

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月

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

Wesleyan University
您将获得的技能: 机器学习, Model Evaluation, 数据管理, 统计假设检验, 模型评估, 数据可视化, 数据分析, 数据展示, 分类与回归树 (CART), 数据操作, 统计方法, 逻辑回归, 决策树学习, 回归分析, 统计分析, 相关性分析, 统计资料, 描述性统计, 探索性数据分析, 统计软件, 数据故事, Data Management
初级 · 专项课程 · 3-6 个月

您将获得的技能: Multi-Factor Authentication, Information Architecture, Security Controls, Software Documentation, Authentications, ISO/IEC 27001, Penetration Testing, Vulnerability Assessments, Cross-Functional Collaboration, Application Security, Web Content Accessibility Guidelines, Auditing, Security Information and Event Management (SIEM), Data Security, Organizational Structure, Technical Documentation, Enterprise Security, Single Sign-On (SSO), Security Assertion Markup Language (SAML), Maintainability
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 机器学习, Model Evaluation, 决策树学习, 数据分析, 病人治疗, 深度学习, 模型评估, 随机森林算法, 临床试验, 治疗计划, 放射诊断学, 应用机器学习, 数据预处理, 人工智能个性化, 预测, 风险建模, 预测建模, 功能工程, 统计分析, 图像分析, 卷积神经网络
中级 · 专项课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Quantitative Research, Data Visualization Software, Data Science, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Statistical Visualization, Correlation Analysis, Descriptive Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Tableau Software, Dashboard, Market Data, Data-Driven Decision-Making, Data Presentation, Feature Engineering, Analytical Skills, Data Ethics, Data Visualization, Exploratory Data Analysis, Data Visualization Software, Case Studies, Business Intelligence, Business Analytics, Financial Market, Interactive Data Visualization, Data Analysis, Financial Data, Financial Analysis
初级 · 专项课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Descriptive Statistics, Data Analysis, Correlation Analysis, Statistical Analysis, Data Presentation, Statistical Visualization, Probability, Histogram, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Box Plots, Graphing, Scatter Plots
初级 · 课程 · 1-4 周