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Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
状态：免费试用您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Exploratory Data Analysis, Data Preprocessing, Unsupervised Learning, Dimensionality Reduction
Packt
您将获得的技能: Root Cause Analysis, Six Sigma Methodology, Quality Management, Kaizen Methodology, Lean Methodologies, Process Improvement, Pareto Chart, Quality Control, Statistical Process Controls, Data Analysis, Corrective and Preventive Action (CAPA), Microsoft Excel, Diagram Design
状态：免费试用University of California, Irvine
您将获得的技能: 统计分析, 模型评估, 回归分析, 无监督学习, 协作软件, 欺诈检测, 概率与统计, 预测分析, 分类算法, 分析, 机器学习, 异常检测, 散点图, 数据挖掘, 市场分析, 相关性分析
状态：免费试用Johns Hopkins University
您将获得的技能: 数据可视化软件, R 语言程序设计（中文版）, 地理空间制图, Ggplot2, 散点图, 数据可视化, 可视化（计算机制图）, 平面和视觉设计, 交互式数据可视化, 数据地图, 柱状图
状态：免费试用您将获得的技能: Forecasting, Time Series Analysis and Forecasting, Financial Forecasting, Trend Analysis, Predictive Modeling, Advanced Analytics, Statistical Analysis, Business Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Market Data, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Matplotlib, NumPy
状态：免费试用Johns Hopkins University
您将获得的技能: 应用数学, 数据分析, 回归分析, 分析技能, 测量系统, 统计, 相关性分析, 数学建模
状态：免费试用Duke University
您将获得的技能: Risk Management, Business Risk Management, Credit Risk, Stakeholder Communications, Operational Risk, Proposal Development, Risk Analysis, Business Strategies, Financial Forecasting, Financial Analysis, Financial Modeling, Strategic Thinking, Strategic Decision-Making
状态：新状态：免费试用您将获得的技能: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming
状态：免费试用University of Michigan
您将获得的技能: 财务分析, 投资, 增长战略, 企业财务, 证券（金融）, 股票, 金融, 金融建模, 现金流量, 金融市场, 风险分析, 商业估值
状态：免费试用University of Minnesota
您将获得的技能: Algorithm, 模型评估, 降维, 机器学习, 机器学习算法, 线性代数, 应用机器学习
状态：免费试用University of Michigan
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
总之，以下是 10 最受欢迎的 statistical inference 课程
- Data Preparation and Analysis: Illinois Tech
- Creating Features for Time Series Data: SAS
- Six Sigma White Belt: Packt
- 聚类分析、关联挖掘和模型评估: University of California, Irvine
- 构建数据可视化工具: Johns Hopkins University
- Time Series Mastery: Forecasting with ETS, ARIMA, Python: Coursera
- 前微积分数学建模: Johns Hopkins University
- Risk Management and Financial Theory: Duke University
- Machine Learning with Python & Statistics: EDUCBA
- 进一步了解股票和债券: University of Michigan
