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 Toronto
您将获得的技能: 机器学习算法, 人工神经网络, 计算机视觉, 深度学习, 机器人, 卷积神经网络, 图像分析, 线性代数
高级设置 · 课程 · 1-3 个月

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

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

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

您将获得的技能: Data Storytelling, Strategic Prioritization, Web Analytics, Product Roadmaps, Business Analytics, Analytics, Product Management, Data-Driven Decision-Making, Predictive Modeling, Prioritization, Customer Analysis, Root Cause Analysis, Performance Analysis, Forecasting, User Flows, Performance Metric, Customer Retention, Data Capture, Resource Allocation, Statistical Methods
中级 · 课程 · 3-6 个月

IBM
您将获得的技能: 统计假设检验, 数据操作, 数据访问, 概率与统计, 探索性数据分析, 数据预处理, 统计分析, 异常检测, 数据科学, 应用机器学习, 数据清理, 功能工程, 统计推理, 数据导入/导出, 数据分析, 机器学习, 统计方法
中级 · 课程 · 1-3 个月

Princeton University
您将获得的技能: 计算机编程, 运筹学, 图论, Java 编程, 理论计算机科学, 计算思维, 算法, 数据结构, Algorithm, 线性代数, 网络路由
中级 · 课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Statistical Machine Learning, Performance Analysis, Performance Metric, Performance Improvement
中级 · 课程 · 1-4 周

高级设置 · 课程 · 3-6 个月

您将获得的技能: Cross-Functional Collaboration, Project Documentation, Taking Meeting Minutes, Maintainability, Role-Based Access Control (RBAC), Technical Documentation, Collaborative Software, Knowledge Transfer, Accountability, Document Management, User Feedback, Authorization (Computing), Information Architecture, Meeting Facilitation, Team Oriented, Data Integrity, Content Management Systems, IT Management, Content Creation, Communication
中级 · 专项课程 · 3-6 个月

您将获得的技能: Marketing Analytics, Content Performance Analysis, Google Analytics, Web Analytics and SEO, Keyword Research, Customer Analysis, Web Analytics, Marketing Effectiveness, Marketing Strategies, Search Engine Optimization, Campaign Management, Data Validation, Cross-Channel Marketing, Search Engine Marketing, Trend Analysis, Predictive Analytics, Performance Analysis, Variance Analysis, Advertising Campaigns, Model Evaluation
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