统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

University of Michigan
您将获得的技能: Healthcare Ethics, Diagnostic Tests, Statistical Methods, Patient Communication, Health Care Procedure and Regulation, Clinical Research, Model Evaluation, Data Ethics, Healthcare Industry Knowledge, Probability & Statistics, Health Technology, Clinical Assessment, Health Informatics, Medical Equipment and Technology, Responsible AI, Applied Machine Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Health Disparities
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Operations Research, Resource Allocation, Simulation and Simulation Software, Microsoft Excel, Business Analytics, Data-Driven Decision-Making, Business Risk Management, Transportation Operations, Analytics, Risk Analysis, Process Optimization, Statistical Methods, Business Modeling, Logistics
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: 脚本, Python 程序设计, 测试案例, 应用程序开发, 机器学习, 生成式人工智能, 应用编程接口 (API), OpenAI 应用程序接口, 软件工程, Prompt Engineering
中级 · 指导项目 · 不超过 2 小时

American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Quantitative Research, Data Analysis, Descriptive Statistics, Statistical Hypothesis Testing
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 财务分析, 商业数学, 电子表格软件, 投资管理, 成本会计, 投资回报, 风险管理, 产品管理, 金融建模, 现金流量, 财务规划, 成本估算, 金融, 项目估算
攻读学位
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 负责任的人工智能, 模型评估, 数据分析, R 语言程序设计(中文版), 分析, 数据驱动的决策制定, 案例研究, 公共政策, 机器学习, 政策分析, 道德标准与行为, 数据展示, 数据伦理, 政治科学
中级 · 课程 · 1-4 周

您将获得的技能: Google Cloud Platform, Unstructured Data, Model Deployment, Data Pipelines, Machine Learning, Jupyter, Big Data, Artificial Intelligence, Natural Language Processing
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Plot (Graphics), Scripting, Matlab, User Interface and User Experience (UI/UX) Design, Data Manipulation, Data Visualization Software, Generative AI, Interactive Data Visualization, Mathematical Modeling, Data Visualization, LLM Application, Data Sharing, Scientific Visualization, Data Storytelling, Data Analysis, Code Review, Descriptive Statistics, User Interface (UI) Design, Engineering Calculations, Programming Principles
初级 · 专项课程 · 1-3 个月

您将获得的技能: Statistical Visualization, Data Visualization Software, Data Visualization, Scatter Plots, Plot (Graphics), Box Plots, Exploratory Data Analysis, Histogram, Descriptive Statistics, Heat Maps, Graphing
中级 · 课程 · 1-3 个月

您将获得的技能: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning, Data Preprocessing, Model Evaluation, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月