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 Michigan
您将获得的技能: 描述性统计, 统计分析, 相关性分析, Python 程序设计, 数据预处理, 回归分析, Pandas(Python 软件包), R 语言程序设计(中文版), 数据分析, 散点图, Matplotlib, 数据清理, 统计推理
中级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Institutional Review Board (IRB), Data Visualization, Descriptive Statistics, Quantitative Research, Plot (Graphics), Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Hypothesis Testing, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Surveys, Sample Size Determination, Ethical Standards And Conduct, Data Analysis, Research and Design
初级 · 专项课程 · 3-6 个月

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月

Snowflake
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, LLM Application, Data Engineering, Data Manipulation, Snowflake Schema, Large Language Modeling, Model Deployment, Data Warehousing, Unstructured Data, Embeddings, SQL, Cloud Development, Natural Language Processing, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC)
初级 · 专业证书 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Data Integration, Data Literacy, Performance Analysis, Exploratory Data Analysis, Statistical Analysis, Probability, Analysis, Image Analysis, Data Cleansing, Descriptive Analytics, Reinforcement Learning, Business Analytics, Statistical Methods, Machine Learning, Data Collection
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 机器学习, 模型评估, 统计分析, 定量研究, 预测建模, 概率与统计, 统计假设检验, 数据建模, 数学建模, 统计方法, 数据科学, 逻辑回归, 数据伦理, 回归分析, 功能工程, 统计建模, 研究设计, 数据分析, R 语言程序设计(中文版), 统计推理
攻读学位
中级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 描述性统计, 微软Excel, 统计分析, 决策, 抽样(统计), 概率分布, 商业分析, 数据展示, 数据分析, 统计, 探索性数据分析, 数据驱动的决策制定, 统计推理
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Plotly, 交互式数据可视化, 软件包和软件管理, 数据可视化软件, Rmarkdown, 数据展示, 软件文档, 闪亮(R 套件), R 语言程序设计(中文版), 数据映射, 网络应用, 统计报告
混合 · 课程 · 1-3 个月

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

Universiteit Leiden
您将获得的技能: 描述性统计, 概率与统计, 统计假设检验, 统计方法, 数据分析, 回归分析, 逻辑回归, 数据收集, 数据伦理, 探索性数据分析, R 语言程序设计(中文版), 统计建模, 统计报告, 统计推理, 数据清理
初级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Risk Management, Business Analytics, Statistics, Sampling (Statistics), Microsoft Excel, Data Analysis, Probability, Statistical Analysis, Data-Driven Decision-Making, Probability Distribution, Statistical Modeling, Data Science
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, NumPy, Data Manipulation, Programming Principles, Python Programming, Regression Analysis
初级 · 课程 · 1-3 个月