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：免费试用University of Washington
您将获得的技能: Python 程序设计, 统计建模, Algorithm, 机器学习, 监督学习, 数据预处理, 回归分析, 模型评估, 功能工程, 预测建模
状态：新状态：免费试用Coursera
您将获得的技能: Infographics, Storyboarding, Canva (Software), Prompt Engineering, Copywriting, Generative AI, Content Creation, Marketing Strategies, Blogs, Marketing Psychology, Collaborative Software, AI Enablement, ChatGPT, Online Advertising, MarTech, Graphic Design, Brand Awareness, Artificial Intelligence, Search Engine Optimization, Machine Learning
状态：预览Johns Hopkins University
您将获得的技能: Data Analysis, Analytical Skills, Data Management, Exploratory Data Analysis, Statistical Reporting, Data-Driven Decision-Making, Trend Analysis, Data Presentation, Data Collection, Statistical Modeling, Data Validation, Statistical Inference, Model Evaluation, Communication
状态：新状态：免费试用MathWorks
您将获得的技能: Plot (Graphics), Scripting, Matlab, User Interface and User Experience (UI/UX) Design, Data Manipulation, Data Visualization Software, Generative AI, Interactive Data Visualization, Mathematical Modeling, Data Visualization, LLM Application, Data Sharing, Scientific Visualization, Data Storytelling, Data Analysis, Code Review, Descriptive Statistics, User Interface (UI) Design, Engineering Calculations, Programming Principles
状态：免费试用Duke University
您将获得的技能: Exploratory Data Analysis, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Statistical Methods, Data Wrangling, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Data Manipulation, Statistical Programming
状态：免费试用University of Colorado System
您将获得的技能: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
状态：免费试用University of Alberta
您将获得的技能: Algorithm, 模拟, 机器学习, 机器学习算法, 监督学习, 强化学习, 马尔可夫模型, 线性代数, 人工神经网络, 深度学习, 抽样（统计）, 功能工程, 人工智能, 模型评估, 伪代码, 性能调整, 性能测试, 概率分布, 人工智能和机器学习（AI/ML）
状态：新状态：免费试用您将获得的技能: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Responsible AI, Embeddings, Data Synthesis, SAS (Software), Text Mining, Natural Language Processing
状态：免费试用University of Maryland, College Park
您将获得的技能: 统计建模, R 语言程序设计（中文版）, 数据清理, STATA （软件）, 数据质量, 统计方法, 回归分析, 数据分析, 抽样（统计）, 统计分析, 数据转换, 统计软件, R（软件）
状态：预览University of Minnesota
您将获得的技能: 心理学, 研究方法, 生物学, 心理和行为健康, 案例研究, 精神病学, 分子生物学, 医学科学与研究, 统计分析, 社会学
状态：新状态：免费试用您将获得的技能: Responsible AI, Data Storytelling, AI Workflows, Data Presentation, AI Enablement, Predictive Modeling, Decision Support Systems, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Data Security, Text Mining
状态：免费试用DeepLearning.AI
您将获得的技能: 时间序列分析和预测, 卷积神经网络, 机器学习, 数据预处理, 预测, 递归神经网络 (RNN), 人工神经网络, 应用机器学习, 深度学习, 张力流, 预测建模
总之，以下是 10 最受欢迎的 statistical inference 课程
- 机器学习回归: University of Washington
- Content Creation and Copywriting: Coursera
- Gestion de l’analyse des données: Johns Hopkins University
- MATLAB Skills for the AI Era: MathWorks
- Data Visualization and Transformation with R: Duke University
- Customer Data Analytics for Marketers: University of Colorado System
- 强化学习: University of Alberta
- Generative AI Using SAS: SAS
- 处理缺失数据: University of Maryland, College Park
- 人类行为遗传学入门: University of Minnesota
