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。

您将获得的技能: Scripting Languages, Scripting, Web Applications, Web Development, Information Architecture, Back-End Web Development, User Interface (UI), Usability, Content Management, Database Management
初级 · 课程 · 1-4 周

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

University of Colorado Boulder
您将获得的技能: 数学理论与分析, 衍生产品, 积分微积分, 制图, 应用数学, 数据科学, 微积分, 代数, 数值分析, 数据分析, 线性代数, 统计方法
中级 · 专项课程 · 3-6 个月

您将获得的技能: Marketing Budgets, Correlation Analysis, Customer Analysis, Marketing Analytics, Customer Retention, Customer Insights, Statistical Methods, Advanced Analytics, Marketing Effectiveness, Statistical Hypothesis Testing, Predictive Analytics, Product Strategy, Statistical Modeling, Analytics, Customer Engagement, Statistical Analysis, Data-Driven Decision-Making, Customer Acquisition Management, Predictive Modeling, Marketing Channel
中级 · 课程 · 1-4 周

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

Coursera
您将获得的技能: Information Architecture, Technical Documentation, Software Documentation, Auditing, Document Control, Document Management, User Centered Design, Scalability, Content Strategy, Content Management, Data Quality, Content Development and Management, Data Governance
中级 · 课程 · 1-4 周

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

The Hong Kong University of Science and Technology
您将获得的技能: 数学建模, 电气工程, 微分方程, 衍生产品, 高等数学, 微积分, 积分微积分, 数值分析, 应用数学, 振动, 线性代数, 工程分析
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 监督学习, 深度学习, 随机森林算法, 预测分析, 计算机视觉, Model Evaluation, 卷积神经网络, 回归分析, 数据科学, 分类与回归树 (CART), 模型评估, 算法, 决策树学习, 人工智能和机器学习(AI/ML), Algorithm, 无监督学习, 自然语言处理, 逻辑回归, 机器学习
中级 · 课程 · 1-3 个月

University of Alberta
您将获得的技能: 机器学习算法, 人工神经网络, 监督学习, 模拟, 深度学习, Model Evaluation, 伪代码, 性能调整, 抽样(统计), 功能工程, 概率分布, 模型评估, 人工智能, 性能测试, 算法, 强化学习, 人工智能和机器学习(AI/ML), Algorithm, 马尔可夫模型, 线性代数, 机器学习
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Governance, Data Strategy, Data Migration, Correlation Analysis, Security Controls, Data Quality, Data Management, Database Management, Data Infrastructure, SQL, Data Integrity, Data Security, Data Validation, Data Pipelines, Data Warehousing, Dashboard, Statistical Analysis, Cost Benefit Analysis, Auditing, Root Cause Analysis
高级设置 · 课程 · 3-6 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