统计推理课程
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。
热门统计推理课程和认证
状态：免费Infosec
您将获得的技能: Responsible AI, AI Security, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Governance, Law, Regulation, and Compliance, Information Privacy, Data Governance, Data Security, Machine Learning, Computer Security, Risk Management Framework
状态：预览National Taiwan University
您将获得的技能: Reinforcement Learning, Deep Learning, Theoretical Computer Science, Classification Algorithms, Artificial Neural Networks, Artificial Intelligence, Machine Learning, Model Evaluation, Autoencoders, Convolutional Neural Networks, Supervised Learning, Computer Science, Decision Tree Learning, Algorithms
状态：预览Erasmus University Rotterdam
您将获得的技能: Analysis, Data Analysis, Statistical Reporting, Analytical Skills, Exploratory Data Analysis, Quantitative Research, Statistical Analysis, Statistical Software, Small Data, R (Software), R Programming, Sampling (Statistics), Technical Communication, Research Methodologies, Scatter Plots, Statistical Hypothesis Testing, Data Collection
状态：免费Duke University
您将获得的技能: Large Language Modeling, Generative AI, Machine Learning, Applied Machine Learning, Artificial Intelligence, Data Science
状态：预览O.P. Jindal Global University
您将获得的技能: Economics, Financial Policy, Economic Development, International Finance, Supply And Demand, Policy Analysis, Sustainable Development, Socioeconomics, Behavioral Economics, Accounting, Market Dynamics, Critical Thinking
状态：预览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
状态：预览University of London
您将获得的技能: 描述性统计, 微软Excel, 统计, 概率分布, 散点图, 相关性分析, 政策分析, 环境科学, 数据分析, 环境政策, 数据可视化, 气候变化计划
状态：预览Technical University of Munich (TUM)
您将获得的技能: Amazon Bedrock, MLOps (Machine Learning Operations), Product Development, User Experience Design, Model Evaluation, Design Thinking, AI Product Strategy, User Research, Amazon Web Services, New Product Development, Generative AI, Innovation, Machine Learning, Design Research, Problem Management
状态：预览University of Toronto
您将获得的技能: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Ggplot2, Visualization (Computer Graphics), R (Software), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Molecular Biology, Design Thinking
状态：免费试用Johns Hopkins University
您将获得的技能: 数据库, 数据操作, 关系数据库, 电子表格软件, 网页抓取, R 语言程序设计（中文版）, 数据整合, SQL, 数据导入/导出, 非结构化数据, 谷歌工作表, 应用编程接口 (API), 数据转换, Tidyverse（R 软件包）, 可扩展标记语言（XML）
状态：免费试用University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Bayesian Network, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Classification Algorithms
状态：免费试用Johns Hopkins University
您将获得的技能: 数据操作, R 语言程序设计（中文版）, 数据清理, 统计编程, 数据预处理, 数据转换, 文本挖掘, 数据整理, 探索性数据分析, Tidyverse（R 软件包）
总之，以下是 10 最受欢迎的 statistical inference 课程
- AI Security: Infosec
- 人工智慧：機器學習與理論基礎 (Artificial Intelligence - Learning & Theory): National Taiwan University
- Necessary Condition Analysis (NCA): Erasmus University Rotterdam
- GenAI Basics - How LLMs Work: Duke University
- Macroeconomics: Foundations and Insights: O.P. Jindal Global University
- Advanced Business Analytics: Excel Optimization & Simulation: Johns Hopkins University
- 做经济学：衡量气候变化: University of London
- From Zero to Hero - Digital Product Development From Scratch: Technical University of Munich (TUM)
- Data Visualization for Genome Biology: University of Toronto
- 在 Tidyverse 中导入数据: Johns Hopkins University
