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。

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

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

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

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

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

Universiteit Leiden
您将获得的技能: 数据收集, 数据分析, 统计分析, 抽样(统计), 统计假设检验, 数据伦理, R 程序设计, 统计报告, 逻辑回归, 分析, 回归分析, 描述性统计, R(软件), 探索性数据分析, 概率与统计, 描述性分析, 统计推理, 统计方法, 分析技能, 医疗隐私
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 Michigan
您将获得的技能: LLM Application, Prompt Patterns, Large Language Modeling, Prompt Engineering, Generative AI, Token Optimization, Applied Machine Learning, Generative Model Architectures, Fine-tuning, Python Programming, Model Training, Open Source Technology, Model Optimization
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Probability, Bayesian Statistics, Probability Distribution, Failure Analysis, Probability & Statistics, Estimation, Mathematical Modeling, Statistical Inference, Statistical Modeling, Statistical Methods, Markov Model, Reliability, Simulations, Sampling (Statistics), Numerical Analysis, Applied Mathematics, Statistical Analysis, Simulation and Simulation Software
中级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Sampling (Statistics), Probability & Statistics, Probability, Statistical Methods, Statistics, Statistical Modeling, Statistical Analysis, Descriptive Statistics
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 机器学习方法, 机器学习, 人工神经网络, 医学影像, 人工智能, 应用机器学习, 模型评估, 流行病学, 深度学习, 模型培训, 贝叶斯网络, Model Evaluation, 人工智能产品战略, 乳房 X 射线照相术, 图像分析, 肿瘤学
中级 · 课程 · 1-4 周