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
Coursera
您将获得的技能: Market Data, Google Sheets, Data Import/Export, Equities, Financial Modeling, Financial Analysis, Financial Market
状态：预览University of California, Davis
您将获得的技能: Prompt Engineering, Generative AI, Anthropic Claude, Responsible AI, ChatGPT, LLM Application, Data Ethics, AI Enablement, Artificial Intelligence, Artificial Neural Networks, Brainstorming, Machine Learning, Deep Learning, Information Privacy
状态：预览Universiteit Leiden
您将获得的技能: 统计分析, 数据分析, 流行病学, 公共卫生, 医疗保健, 定量研究, 研究方法, 风险分析, 生物统计学, 临床研究, 研究设计, 卫生政策
状态：预览Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: AI Enablement, Artificial Intelligence, Materials science, Artificial Neural Networks, Image Analysis, Computer Vision, Manufacturing Processes, Machine Learning, Process Control
状态：免费试用University of Michigan
您将获得的技能: 统计建模, 数据分析, 模型评估, 回归分析, Python 程序设计, Pandas（Python 软件包）, 分析, 预测建模, 逻辑回归, 道德标准与行为, 概率, 预测, 数据处理
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Big Data, Data Mining, Data-Driven Decision-Making, FinTech, Ggplot2, Data Visualization Software, Plot (Graphics), Deep Learning, Data Modeling, R Programming, Market Data, Predictive Analytics, Analytics, Data Science, Data Analysis, Business Analytics, Data Processing, Data Manipulation, Machine Learning, Financial Market
状态：免费试用您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
状态：免费试用Johns Hopkins University
您将获得的技能: Bioinformatics, Image Analysis, Bayesian Statistics, Data Science, Applied Machine Learning, Data Structures, Machine Learning Methods, Statistical Hypothesis Testing, Statistical Methods, Computer Vision, Algorithms, Statistical Inference, Probability Distribution, Medical Imaging
状态：免费试用Queen Mary University of London
您将获得的技能: 统计分析, 回归分析, 统计方法, 数据分析, 概率与统计, 数字化营销, 投资回报, 定量研究, 分析, 市场调查, 探索性数据分析, 相关性分析, 数据清理, 营销分析, 数据预处理
状态：预览DeepLearning.AI
您将获得的技能: AI Product Strategy, Business Strategy, Artificial Intelligence, Data Ethics, Responsible AI, Data Science, Machine Learning, Artificial Neural Networks, Deep Learning
状态：免费试用Arizona State University
您将获得的技能: Statistical Process Controls, Process Control, Quality Assurance, Semiconductors, Verification And Validation, Manufacturing Operations, Manufacturing Processes, Process Improvement, Process Analysis, Product Testing, Test Engineering, Thermal Management, Electronics Engineering, Electronics, Reliability, Performance Testing
状态：免费试用Johns Hopkins University
您将获得的技能: SQL, 数据库, 数据操作, 网页抓取, 关系数据库, 谷歌工作表, 非结构化数据, R 语言程序设计（中文版）, 数据整合, 数据导入/导出, 电子表格软件, 应用编程接口 (API), 数据转换, 可扩展标记语言（XML）, Tidyverse（R 软件包）
总之，以下是 10 最受欢迎的 statistical inference 课程
- Construct Stock Market Indices: Coursera
- AI for Knowledge Workers: University of California, Davis
- 人口健康：研究设计: Universiteit Leiden
- AI Materials: Korea Advanced Institute of Science and Technology(KAIST)
- 体育数据预测模型: University of Michigan
- Ciência de Dados para Finanças: Fundação Instituto de Administração
- AI Workflow: Feature Engineering and Bias Detection: IBM
- Data Science Decisions in Time:Sequential Hypothesis Testing: Johns Hopkins University
- 数据分析与解释: Queen Mary University of London
- IA Para Todos (Português): DeepLearning.AI
