Probability 理论课程
概率论课程可以帮助您学习统计推理、随机变量和概率分布。您可以掌握假设检验、Regression 分析和不确定情况下的决策技能。许多课程都会介绍 R、Python 和 Excel 等工具，这些工具支持分析数据和对现实世界的现象进行建模。您将探索贝叶斯定理、期望值和大数定律等关键主题，所有这些对于金融、工程和人工智能等领域的应用都至关重要。
热门概率论课程和认证
状态：免费试用Johns Hopkins University
您将获得的技能: 统计推理, 数据分析, 概率与统计, 抽样（统计）, 统计假设检验, 概率, 样本量的确定, 统计方法, 统计建模, 统计分析, 概率分布, 统计资料, 贝叶斯统计
状态：免费试用Stanford University
您将获得的技能: 贝叶斯网络, 图论, 马尔可夫模型, 抽样（统计）, 概率与统计, 统计方法, 应用机器学习, 统计推理, 计算思维, 概率分布, Algorithm, 机器学习方法, 机器学习算法, 算法
状态：预览您将获得的技能: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model
状态：免费试用您将获得的技能: Probability, Linear Algebra, Probability & Statistics, Statistics, Mathematical Theory & Analysis, Computational Logic, Applied Mathematics, Advanced Mathematics, Computer Science, Algebra, Physics
状态：预览Northeastern University
您将获得的技能: Probability & Statistics, Probability Distribution, Probability, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Bayesian Statistics, Descriptive Statistics, Data Analysis, Statistical Visualization, Correlation Analysis, Reliability, Risk Modeling
状态：预览National Taiwan University
您将获得的技能: Probability, Probability Distribution, Probability & Statistics, Advanced Mathematics, Statistics, Calculus, Mathematical Theory & Analysis
状态：预览Johns Hopkins University
您将获得的技能: 实验, 研究, 调查, 概率与统计, 一般科学与研究, 概率, 统计方法, 批判性思维, 科学方法, 研究设计, 研究方法, 贝叶斯统计
状态：免费试用University of California, Santa Cruz
您将获得的技能: 统计推理, 数据分析, 概率与统计, 统计方法, 统计可视化, 数据可视化, 数据建模, 概率, R（软件）, R 程序设计, Microsoft Excel, 回归分析, 统计建模, 分析技能, 预测建模, 概率分布, 统计资料, 贝叶斯统计
状态：免费试用University of California, Santa Cruz
您将获得的技能: Model Evaluation, R 程序设计, 数据分析, 统计方法, 模型评估, 马尔可夫模型, 统计分析, 回归分析, 统计建模, 贝叶斯统计, 概率分布
Universidad de los Andes
您将获得的技能: Probability, Probability Distribution, Applied Mathematics, Statistics, Risk Management, Risk Modeling, Combinatorics, Descriptive Statistics
University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Data-Driven Decision-Making, Regression Analysis, Probability Distribution
状态：预览École Polytechnique
您将获得的技能: Probability, Simulations, Advanced Mathematics, Probability & Statistics, Probability Distribution, Statistical Methods, Mathematical Theory & Analysis, Sampling (Statistics), Mathematical Modeling, Statistical Inference
总之，以下是 10 最受欢迎的 probability theory 课程
- 统计推理: Johns Hopkins University
- 概率图形模型 2：推理: Stanford University
- Bayesian Statistics: Excel to Python A/B Testing: EDUCBA
- Mathematical Foundations and Quantum Mechanics Essentials: Packt
- Engineering Probability and Statistics Part 1: Northeastern University
- 頑想學概率：機率二 (Probability (2)): National Taiwan University
- 不确定性条件下的科学研究基础: Johns Hopkins University
- 贝叶斯统计：从概念到数据分析: University of California, Santa Cruz
- 贝叶斯统计：技术与模型: University of California, Santa Cruz
- Fundamentos de probabilidad y aplicaciones: Universidad de los Andes
