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

您将获得的技能: Retrieval-Augmented Generation, LLM Application, Operations Research, General Data Protection Regulation (GDPR), Strategic Thinking, Strategic Decision-Making, Business Strategy, Apache Kafka, Stakeholder Communications, Large Language Modeling, Real Time Data, AI Enablement, Information Privacy, Performance Testing, Personally Identifiable Information, Regulation and Legal Compliance, Prompt Engineering, Reinforcement Learning, Inventory Management System, Stakeholder Analysis
中级 · 专项课程 · 3-6 个月

Packt
中级 · 课程 · 1-3 个月

高级设置 · 课程 · 3-6 个月

您将获得的技能: Ansible, Infrastructure as Code (IaC), Configuration Management, Correlation Analysis, Cloud Security, CI/CD, Docker (Software), GitHub, Dashboard, Collaborative Software, Git (Version Control System), Containerization, Cloud Infrastructure, Data Security, Data Pipelines, Version Control, Continuous Deployment, Continuous Integration, Devops Tools, Kubernetes
中级 · 专项课程 · 3-6 个月

您将获得的技能: Correlation Analysis, Data Pipelines, Dashboard, Analytics, SQL, Business Analytics, Business Intelligence, Data Infrastructure, Data-Driven Decision-Making, Statistical Analysis, Warehouse Management, Trend Analysis, Capacity Management, Data Warehousing, Performance Analysis, Performance Metric, Scalability, Performance Measurement, Interactive Data Visualization, Descriptive Statistics
高级设置 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据可视化, 同行评审, 分析, 相关性分析, 描述性统计, 抽样(统计), 数据分析, 概率分布, 数据扫盲, 回归分析, 概率, 研究, 研究设计, 统计假设检验, 逻辑回归, 统计资料, 创建调查, 定量研究, 撰写报告
初级 · 专项课程 · 3-6 个月

高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Data Science, Mathematical Modeling, Advanced Mathematics, Python Programming
攻读学位
高级设置 · 专项课程 · 3-6 个月
University of Colorado Boulder
您将获得的技能: 物理学, 高等数学, 线性代数, 物理科学, 数学建模, 微分方程, 应用数学, 电气工程
中级 · 课程 · 1-3 个月

您将获得的技能: Jupyter, 统计分析, 数据可视化, 数据科学, 相关性分析, 描述性统计, 数据分析, 概率分布, 回归分析, 统计假设检验, 概率与统计, 统计资料, Matplotlib, 统计编程, Pandas(Python 软件包), 数据可视化软件
混合 · 课程 · 1-3 个月