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。

Johns Hopkins University
您将获得的技能: Data Presentation, Statistical Reporting, Data Collection, Data Analysis, Data Management, Data Synthesis, Analytical Skills, Analytics, Exploratory Data Analysis, Statistical Analysis, Coordinating, Coordination, Statistical Modeling, Statistical Inference, Communication
混合 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Modeling, Statistical Inference, Probability & Statistics, Variance Analysis, Data Manipulation
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 模型优化, 实验, 统计分析, 统计建模, 模型评估, 回归分析, 设计策略, 数学建模, Model Evaluation, 统计推理, 统计方法
中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Computational Logic, Machine Learning Algorithms, Classification Algorithms, Natural Language Processing, Artificial Intelligence, Agentic systems, AI literacy, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Support Systems, Bayesian Network, Complex Problem Solving, Probability & Statistics, Algorithms
攻读学位
混合 · 课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Science, Statistics, Data Analysis, Statistical Analysis, Statistical Software, Descriptive Statistics, Quality Improvement, Process Engineering
攻读学位
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据科学, 数据分析, 统计分析, 抽样(统计), 统计假设检验, 统计资料, 数据扫盲, 数据处理, R 程序设计, 概率与统计, 描述性统计, 概率分布, R(软件), 统计编程, 数据操作, 统计推理, 统计可视化, 统计软件, 概率, 统计方法
攻读学位
初级 · 课程 · 1-3 个月

Campus BBVA
您将获得的技能: Data Storytelling, Data Presentation, Dashboard, Business Analytics, Data Visualization, Dashboard Creation, Data Quality, Data Analysis, Analytics, Descriptive Statistics, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistical Methods, Statistics, Big Data, Sampling (Statistics), Statistical Hypothesis Testing, Project Management Life Cycle, Probability Distribution
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Microsoft Azure, 检索-增强生成, 应用程序部署, 微软 Azure, 大型语言建模, 及时工程, MLOps(机器学习运营), 风险管理框架, 提示模式, 法学硕士申请, OpenAI 应用程序接口, Prompt Engineering, Python 编程, 嵌入, OpenAI, 模型部署
中级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Bayesian Network, Computational Logic, Markov Model, Artificial Intelligence, Game Theory, Theoretical Computer Science, Logical Reasoning, Python Programming, Deductive Reasoning, Probability, Verification And Validation
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, R (Software), Statistical Programming, Statistical Methods, Probability & Statistics, Statistics, Data Visualization, Statistical Analysis, Plot (Graphics), Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 数据科学, 数据分析, 统计分析, 数据伦理, 机器学习, 统计建模, R 程序设计, 模型评估, 逻辑回归, 线性代数, 概率分布, 微积分, 回归分析, Model Evaluation, R(软件), 预测建模, 概率与统计, 统计编程, 统计方法, 统计软件, 统计推理
攻读学位
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: AI Security, Responsible AI, Threat Modeling, Governance Risk Management and Compliance, Compliance Management, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Large Language Modeling, Vulnerability Assessments
中级 · 专项课程 · 3-6 个月