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: Probability, Bayesian Statistics, Probability Distribution, Risk Modeling, Mathematical Modeling, Statistical Inference, Markov Model, Reliability, Simulations, Applied Mathematics, Statistical Analysis, Regression Analysis
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
初级 · 课程 · 1-4 周

Edge Impulse
您将获得的技能: Python 程序设计, 卷积神经网络, 计算机视觉, 深度学习, 机器学习, 模型部署, 嵌入式系统, 人工神经网络, 模型评估, 迁移学习, 计算机编程, 数据预处理, 应用机器学习, 数据伦理, 人工智能和机器学习(AI/ML), 图像分析
中级 · 课程 · 1-4 周

Kennesaw State University
您将获得的技能: 概率与统计, 相关性分析, 精益六西格玛, 过程分析, 分析, 风险分析, 统计假设检验, 样本量的确定, 统计推理, 六西格玛方法, 回归分析, 抽样(统计), 数据分析, 统计分析
混合 · 课程 · 1-3 个月

University of London
您将获得的技能: 概率与统计, 概率分布, 数据驱动的决策制定, 制图, 估算, 数据展示, 描述性统计, 统计假设检验, 概率, 统计, 统计推理, 抽样(统计), 柱状图, 数据可视化, 数据分析
混合 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Data Visualization Software, Probability & Statistics, Statistical Inference, Variance Analysis
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Data Management, Data Strategy, Management Reporting, Analytical Skills, Statistical Inference, Statistical Modeling, Data Presentation, Team Leadership, Statistical Methods, Communication
混合 · 课程 · 1-4 周

您将获得的技能: PyTorch(机器学习库), 生成式人工智能, 迁移学习, 自然语言处理, 应用机器学习, 大型语言模型, 性能调整, 嵌入, 文本挖掘
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习, 应用编程接口 (API), 模型部署, 人工神经网络, 模型评估, 信息隐私, 迁移学习, 数据可视化, 联合学习, 张力流
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling
攻读学位
中级 · 专项课程 · 3-6 个月

Universidade de São Paulo
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
中级 · 课程 · 1-3 个月

Universidade de São Paulo
您将获得的技能: Econometrics, Statistical Inference, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Analysis, Economics, Correlation Analysis, Time Series Analysis and Forecasting, Mathematical Modeling
中级 · 课程 · 1-3 个月