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: Research Design, Science and Research, Laboratory Research, Research Methodologies, Sensory Systems Analysis, Statistical Analysis, Psychological Evaluations, Data Analysis, Data Collection, Neurology, Psychology, Physiology, Image Analysis, Medical Imaging, Statistical Hypothesis Testing, Statistical Inference
中级 · 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

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

Macquarie University
您将获得的技能: Pivot Tables And Charts, Interactive Data Visualization, Data Visualization, Statistical Inference, Data Visualization Software, Data Presentation, Correlation Analysis, Microsoft Excel, Data Literacy, Spreadsheet Software, Probability & Statistics, Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Excel Formulas, Statistical Analysis, Sampling (Statistics), Statistical Software
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Pandas (Python Package), Statistical Inference, Statistics, Python Programming, Machine Learning
高级设置 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: Bioinformatics, Diagnostic Tests, Computational Thinking, Model Evaluation, Epidemiology, Infectious Diseases, Informatics, Network Analysis, Molecular Biology, Medical Science and Research, Molecular, Cellular, and Microbiology, Biotechnology, Biochemistry, Data Mining, Life Sciences, Scientific Visualization, Data Synthesis, Data Literacy, Microbiology, Science and Research
初级 · 专项课程 · 1-3 个月

Macquarie University
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Data Presentation, Probability Distribution, Descriptive Analytics, Data Visualization Software
初级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Markov Model, Simulations, Integral Calculus, Correlation Analysis, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Statistical Methods, Applied Mathematics, Probability Distribution, Predictive Analytics, Engineering Analysis
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Algorithm, 数据科学, 数据分析, 无监督学习, 机器学习, 机器学习方法, 分类算法, 算法, 人工神经网络, 机器学习算法, 监督学习, 模型评估, 相关性分析, 数据挖掘, 贝叶斯网络, Model Evaluation, 异常检测, 决策树学习
攻读学位
中级 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 数据收集, 数据分析, 统计分析, 数据伦理, 研究, 多样性意识, 定量研究, 相关性分析, 研究方法, 多样性与包容性, 回归分析, 定性研究, 数据综合, 商业分析, 焦点小组, 分析, 统计推理, 利益相关者分析, 统计方法, 分析技能
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistical Methods, Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
初级 · 指导项目 · 不超过 2 小时

American Psychological Association
您将获得的技能: Descriptive Statistics, Data Literacy, Graphing, Statistical Visualization, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Science and Research, Psychology, Bayesian Statistics, Research Design
初级 · 课程 · 1-3 个月