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。

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Statistical Software, Microsoft Excel, Excel Formulas, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Data Analysis Software, Statistical Modeling, Analysis, Probability
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: 数据科学, 统计分析, 数据分析, 无监督学习, 机器学习方法, 机器学习, 机器学习算法, 贝叶斯统计, 逻辑回归, 监督学习, 应用机器学习, 统计建模, 统计资料, 统计机器学习, 模型评估, Model Evaluation, 回归分析, 统计编程, 预测建模, 统计方法, 统计推理
攻读学位
中级 · 课程 · 1-3 个月

Scrimba
您将获得的技能: 人工智能集成, 负责任的人工智能, 开放源码技术, 生成式人工智能, 应用框架, 拥抱的脸, 法学硕士申请, 网络应用, 模型部署
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Estimation, Data Collection, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, Quantitative Research, R (Software), Data Analysis, Risk Management, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, R Programming, Project Estimation, Business Analysis
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Statistical Methods, Statistics, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Data Literacy, Probability & Statistics, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Quantitative Research, Business Process Improvement, Data Analysis, Process Improvement, Statistical Inference, Operational Efficiency
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Statistical Methods, AI literacy, Statistical Analysis, Data Literacy, Data Visualization, Generative AI, Statistical Visualization, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Probability & Statistics, Plot (Graphics), Data-Driven Decision-Making, Exploratory Data Analysis, Artificial Intelligence, Histogram, Technical Communication, Statistical Inference
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: NumPy, Debugging, Pandas (Python Package), Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, LLM Application, Data-oriented programming, Code Reusability, Data Transformation, Numerical Analysis, Critical Thinking, Functional Design
中级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: 统计分析, 统计假设检验, 统计建模, 绘图(图形), R 程序设计, 模型评估, 相关性分析, 回归分析, Model Evaluation, 数据转换, 验证和确认, 统计推理, 统计方法, 散点图, 功能工程
攻读学位
中级 · 课程 · 1-4 周
Rice University
您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Data Analysis Software, Spreadsheet Software, Excel Formulas, Data Synthesis, Data Visualization Software, Graphing, Data Analysis, Scatter Plots, Histogram, Data Manipulation, Data Import/Export
混合 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Convolutional Neural Networks, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Classification Algorithms, Transfer Learning, Image Analysis, Model Evaluation, Model Training, Artificial Neural Networks, Fine-tuning, Computer Vision, Model Optimization, Data Preprocessing, Data Processing
中级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, R (Software), Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Statistical Inference, Data Transformation, Estimation, Model Evaluation
中级 · 课程 · 1-3 个月