因果推论课程可以帮助您学习统计技术、实验设计和观察研究方法。您可以掌握识别因果关系、分析 Data Set 和解释结果的技能,为决策提供依据。许多课程都会介绍 R、Python 等工具以及进行因果分析的专项软件,使您能够在公共卫生、经济学和社会科学等现实世界中应用这些技能。

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Serverless Computing, Cloud Deployment, Generative AI, MLOps (Machine Learning Operations), Containerization, Performance Tuning, Scalability
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
中级 · 课程 · 1-4 周
University of Washington
您将获得的技能: 机器学习, 统计推理, 无监督学习, 高级分析, 统计分析, 概率与统计, 统计机器学习, 数据分析, 图论, 统计方法, 大数据, R 程序设计, 机器学习算法, 分类算法, 监督学习, 预测分析
混合 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 生成式人工智能, 营销分析, 高级分析, 数据分析, 留住客户, 社交网络分析, 客户洞察, 人工智能个性化, 客户分析, 文本挖掘, 营销策略与技巧, 预测建模, 预测分析, 市场营销, 数据伦理, 营销效果, 市场分析, 分析, 数字营销
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Customer Retention, Customer Analysis, Marketing Analytics, Customer Insights, Sample Size Determination, Analytics, User Research, Product Management, Trend Analysis, Statistical Inference, Data-Driven Decision-Making, Business Intelligence, Unsupervised Learning, Analysis, Statistical Analysis, Performance Measurement, Scikit Learn (Machine Learning Library), Strategic Decision-Making, Algorithms
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 机器学习, 统计推理, 数据驱动决策, 数据分析, 数据管理, Data Management, 数据科学, 性能指标, 软件工程, 项目设计
初级 · 课程 · 1-4 周

您将获得的技能: Minitab, Process Capability, Statistical Process Controls, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Business Analytics, Sampling (Statistics), Probability & Statistics, Probability Distribution, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Performance Analysis, Predictive Analytics, Statistical Inference, Case Studies, Statistical Visualization, Quality Control, Statistical Modeling
初级 · 专项课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Correlation Analysis, Research Design, Regression Analysis, Statistical Methods, Statistical Hypothesis Testing, Analysis, Statistical Inference, Statistical Analysis, Data Literacy, Quantitative Research, Probability & Statistics, Descriptive Statistics, Sampling (Statistics), Probability Distribution
初级 · 课程 · 3-6 个月

Universitat Politècnica de València
您将获得的技能: Mechanics, Physics, Systems Of Measurement, Torque (Physics), Differential Equations, Calculus, Engineering Calculations, Engineering Analysis, Trigonometry, Applied Mathematics, Derivatives
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 统计推理, 统计分析, 统计机器学习, 探索性数据分析, 概率与统计, 统计假设检验, A/B 测试, 描述性统计, 统计建模, 概率分布, 贝叶斯统计, 数据科学, 概率, 统计可视化, 抽样(统计)
中级 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, Bayesian Statistics, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, A/B Testing, Target Audience, Marketing Strategies, Statistical Inference, Sampling (Statistics), Data Collection, Data Modeling, Statistics, Advertising Campaigns, Campaign Management, Data Presentation, Marketing, Analytics, Performance marketing, Web Analytics
中级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 统计推理, 数据分析, 适应性, 回归分析, 决策, 实验, 相关性分析, 分析技能, 行为经济学, 批判性思维, 概率, 研究设计
初级 · 课程 · 1-3 个月