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：预览UNSW Sydney (The University of New South Wales)
您将获得的技能: 创业, 市场机遇, 客户分析, 演讲, 角色开发, 商业开发, 战略伙伴关系, 投资管理, 收益表, 业务建模, 精益方法, 新产品开发, 金融报表, 价值主张, 金融建模
状态：免费试用University of Michigan
您将获得的技能: Exploratory Data Analysis, Rmarkdown, R (Software), Tidyverse (R Package), Statistical Visualization, Data Visualization, Data Visualization Software, R Programming, Ggplot2, Data Wrangling, Scatter Plots, Data Manipulation, Histogram, Scripting, Package and Software Management, Data Import/Export
Google Cloud
您将获得的技能: 大型语言模型, 嵌入, 自然语言处理, 生成模型架构, 迁移学习
状态：免费试用University of Alberta
您将获得的技能: 人工智能和机器学习（AI/ML）, 模拟, Algorithm, 强化学习, 模型评估, 马尔可夫模型, 机器学习, 性能测试, 性能调整, 机器学习算法, 人工神经网络
您将获得的技能: Sampling (Statistics), Statistical Methods, Descriptive Statistics, Statistical Visualization, Data Import/Export, Pareto Chart, Histogram, Statistical Analysis, R (Software), Box Plots, R Programming, Data Synthesis, Probability Distribution, Probability & Statistics, Exploratory Data Analysis, Statistics, Statistical Hypothesis Testing, Data Science
Duke University
您将获得的技能: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Cross Platform Development, Application Programming Interface (API), Machine Learning
状态：免费试用Imperial College London
您将获得的技能: 卫生系统, 公共卫生, 卫生政策, 慢性疾病, 医疗保健, 传染病, 健康差异, 统计分析, 健康评估, 社会经济学, 数据收集, 流行病学, 健康的社会决定因素
状态：免费试用您将获得的技能: SAS (Software), Dashboard, Business Analytics, Business Reporting, Interactive Data Visualization, Data Visualization Software, Data Analysis, Advanced Analytics, Key Performance Indicators (KPIs), Statistical Programming
状态：新状态：免费试用您将获得的技能: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Working Capital, Cash Flows, Spreadsheet Software, Income Statement, Financial Analysis, Financial Accounting, Revenue Recognition, Business Valuation, Generally Accepted Accounting Principles (GAAP), Business Reporting, Balance Sheet, Data Visualization, Capital Expenditure, Accounts Receivable, Financial Modeling, Finance, Corporate Finance
状态：免费试用Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
状态：预览University of Minnesota
您将获得的技能: 线性代数, 回归分析, 数值分析, 降维, 解决方案设计, Algorithm, 应用数学, Python 程序设计, 数据操作, 应用机器学习, 统计方法, NumPy, 数学建模
状态：免费试用Meta
您将获得的技能: Data Governance, 数据管理, Data Management, 数据架构, 数据可视化软件, 数据质量, 数据分析, 大数据, 数据驱动的决策制定, 机器学习, 信息隐私, 数据存储, 数据安全, 数据收集
总之，以下是 10 最受欢迎的 statistical inference 课程
- 如何验证初创企业的想法: UNSW Sydney (The University of New South Wales)
- Arranging and Visualizing Data in R : University of Michigan
- 变压器模型和 BERT 模型: Google Cloud
- 完整的强化学习系统（Capstone）: University of Alberta
- RStudio for Six Sigma - Basic Descriptive Statistics: Coursera
- Local LLMs with llamafile: Duke University
- 全球疾病大师班：全球疾病分布: Imperial College London
- Creating Advanced Reports with SAS Visual Analytics: SAS
- Financial Modeling & Valuation with Excel: EDUCBA
- Practical Data Science for Data Analysts: Corporate Finance Institute
