推断统计课程
推断统计课程可以帮助您学习假设检验、置信区间、Regression 分析和抽样方法。您可以培养解释数据、进行预测和从 Sampling 数据中得出结论的技能。许多课程都会介绍 R 和 Python 等统计分析工具，以及 SPSS 和 Excel 等软件，支持将这些统计技术应用到真实世界的数据 Set 中。
热门推断统计课程和证书
状态：免费试用University of London
您将获得的技能: 统计编程, 数据结构, 面向对象编程（OOP）, Data Validation, 计算机编程, 模型评估, 调试, C++（编程语言）, Algorithm, 测试数据
您将获得的技能: MySQL, SQL, MySQL Workbench, Query Languages, Descriptive Statistics, Data Analysis
状态：免费试用MathWorks
您将获得的技能: 探索性数据分析, 机器学习, 数据导入/导出, 预测建模, Matlab, 数据分析, 模型评估, 数据操作, 数据科学, 数据叙事, 数据预处理, 技术交流, 功能工程
状态：免费试用University of Colorado Boulder
您将获得的技能: Physical Science, Geographic Information Systems, Physics, Environmental Science, Spatial Analysis, Environment, General Science and Research, Remote Access Systems, Life Sciences, Laboratory Research, Biology, Research, Timelines, Systems Of Measurement
状态：预览Institute for the Future
您将获得的技能: 预测, 社会正义, 风险分析, 系统思考, 组织领导力, 弹性, 适应, 趋势分析, 创新, 变革管理, 业务连续性规划, 危机管理, 远见卓识, 社会影响, 战略思维
状态：预览Tecnológico de Monterrey
您将获得的技能: Design Thinking, Change Management, Organizational Change, Innovation, Business Transformation, Forecasting, Strategic Thinking, Business Strategies, New Product Development, Value Propositions, Entrepreneurship, Trend Analysis
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: Statistical Inference, Sampling (Statistics), Descriptive Statistics, Probability Distribution, Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Microsoft Excel, Statistical Visualization, Graphing, Influencing
状态：预览Tecnológico de Monterrey
您将获得的技能: Pandas (Python Package), Exploratory Data Analysis, Data Visualization Software, Data Manipulation, Data Analysis, Python Programming, Data Transformation, Data Structures, Data Import/Export, Software Installation
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 数据可视化软件, 探索性数据分析, 分类算法, 非结构化数据, 技术写作, 数据展示, 自然语言处理, 数据分析, 模型评估, 数据整合, 大数据, 创新, Algorithm, 数据挖掘, 文本挖掘, 分析, 功能工程
状态：免费试用Microsoft
您将获得的技能: Rmarkdown, Version Control, Web Scraping, Regression Analysis, Knitr, Exploratory Data Analysis, Statistical Analysis, Data Manipulation, Dimensionality Reduction, Ggplot2, Geospatial Information and Technology, Time Series Analysis and Forecasting, Plotly, Microsoft Azure, Data Cleansing, Data Visualization, Software Documentation, R Programming, Data Quality, Microsoft Copilot
您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
您将获得的技能: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Customer Analysis, Predictive Modeling, Predictive Analytics, Machine Learning
总之，以下是 10 最受欢迎的 inferential statistics 课程
- 在 C++ 中使用对象: University of London
- Aggregate Data in SQL using MySQL Workbench: Coursera
- 数据科学项目：真实世界的 MATLAB: MathWorks
- Our Place in the Cosmos: University of Colorado Boulder
- COVID-19 之后的生活：为大流行后的未来做好准备: Institute for the Future
- Introducción a la Innovación Empresarial y Creación de Valor: Tecnológico de Monterrey
- Exploration et production de données pour les entreprises: University of Illinois Urbana-Champaign
- Analíticas de Datos con Pandas: Tecnológico de Monterrey
- 数据挖掘项目: University of Illinois Urbana-Champaign
- Microsoft R Programming for Everyone: Microsoft
