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
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Data Validation, System Monitoring, Continuous Monitoring, Verification And Validation, Predictive Modeling, Performance Metric, A/B Testing, Statistical Methods, Anomaly Detection, Failure Analysis, Debugging, Applied Machine Learning, Statistical Analysis, Scikit Learn (Machine Learning Library), Benchmarking
Coursera
PwC
您将获得的技能: 数据收集, 数据可视化软件, Microsoft Excel, 统计编程, 大数据, 数据驱动决策, 数据可视化, 商业智能, 数据分析, 数据展示, 商业分析, 分析, 案例研究
您将获得的技能: Rmarkdown, Knitr, Model Evaluation, Data Wrangling, Tidyverse (R Package), Predictive Analytics, Data Analysis, Data Cleansing, Statistical Reporting, R Programming, Data Manipulation, Data Integration, Data Transformation, Statistical Modeling, Extract, Transform, Load, Data Pipelines, Performance Analysis, Performance Metric, Automation
您将获得的技能: Generative AI, Matplotlib, Plotly, Prompt Engineering, Data Ethics, Power BI, Data Visualization, Microsoft Excel, Data Manipulation, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), Data Transformation, Excel Formulas, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Microsoft Copilot, Data Presentation, Data Processing
University of London
您将获得的技能: 机器学习, 数据分析, 模型评估, 数据收集, 人工智能, 数据预处理, 分类算法, 图像分析, Model Evaluation
您将获得的技能: Survey Creation, Surveys, User Feedback, Data Storytelling, Quantitative Research, Data Analysis, Data Presentation, Market Research, Statistical Analysis, Statistical Hypothesis Testing, User Centered Design, Data Collection
您将获得的技能: SPSS (Software), Statistical Analysis, Data Manipulation, Data Visualization Software, Data Analysis, End User Training and Support, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics, Graphing
Johns Hopkins University
您将获得的技能: 实验, 统计分析, 医学影像, 统计资料, 图像分析, 磁共振成像, 统计建模, 数据预处理, 科学与研究, 神经学, 放射科, 研究设计
Johns Hopkins University
您将获得的技能: 道德标准与行为, 知情同意, 统计分析, 临床试验, 药物开发, 临床研究, 医疗保健伦理, 科学方法
Johns Hopkins University
您将获得的技能: 数据管理, 机器学习, 数据驱动决策, 项目设计, 数据分析, 数据科学, 软件工程, 统计推理, Data Management, 性能指标
Packt
您将获得的技能: NumPy, Time Series Analysis and Forecasting, Scikit Learn (Machine Learning Library), Pandas (Python Package), Matplotlib, Data Analysis, Predictive Analytics, Data Visualization, Database Management, Applied Machine Learning, Scientific Visualization, Data Manipulation, Data Science, Statistics, Python Programming, Statistical Analysis, Data Wrangling, Big Data, NoSQL, Data Preprocessing
总之，以下是 10 最受欢迎的 statistical inference 课程
- Training, Evaluating, and Monitoring Machine Learning Models: Coursera
- Apply Basic HR Stats: Coursera
- 数据驱动决策: PwC
- Transform, Analyze, and Report Data with R: Coursera
- AI-Enhanced Data Analysis: From Raw Data to Deep Insights: Microsoft
- 全民机器学习: University of London
- Design and Analyze Impactful Market Surveys: Coursera
- Apply SPSS Fundamentals for Data Analysis: EDUCBA
- 核磁共振成像原理 1: Johns Hopkins University
- 临床试验的设计与解释: Johns Hopkins University
