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University of Colorado Boulder
您将获得的技能: Probability, Statistical Inference, Estimation, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Markov Model, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
状态：免费试用Johns Hopkins University
您将获得的技能: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations
状态：免费试用University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
状态：免费试用DeepLearning.AI
您将获得的技能: A/B 测试, 统计建模, 概率分布, 描述性统计, 探索性数据分析, 统计分析, 数据科学, 统计推理, 统计假设检验, 概率, 抽样（统计）, 贝叶斯统计, 统计可视化, 统计机器学习, 概率与统计
状态：预览University of Zurich
您将获得的技能: 描述性统计, 统计资料, 财务, 概率分布, 风险分析, 概率, 概率与统计, 应用数学
状态：免费试用University of California San Diego
您将获得的技能: 概率分布, 组合学, 模拟, 数学建模, 算法, 统计资料, 算术, Python 编程, 概率, Algorithm, 贝叶斯统计
是什么让您今天来到 Coursera？
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据分析, 统计资料, 概率分布, 统计分析, 概率, 统计方法, 概率与统计
状态：免费试用Stanford University
您将获得的技能: 统计建模, 贝叶斯网络, 概率分布, 算法, 模型评估, 图论, 马尔可夫模型, 机器学习方法, 网络模型, 应用机器学习, 计算思维, 统计推理, 统计方法, 网络分析, 决策支持系统, 抽样（统计）, Algorithm, 贝叶斯统计, 机器学习, 机器学习算法, 概率与统计, Model Evaluation
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 数学建模, 生物统计学, 概率分布, 统计建模, 回归分析, 统计资料, 数据建模, 统计分析, 数据科学, 统计推理, 线性代数, 概率, 统计假设检验, R 程序设计, 统计方法, 贝叶斯统计, 抽样（统计）, 概率与统计, 应用数学
状态：新状态：免费试用The Hong Kong University of Science and Technology
您将获得的技能: Computational Logic, Logical Reasoning, Theoretical Computer Science, Deductive Reasoning, Data Structures, Computer Science, Algorithms
状态：预览Johns Hopkins University
您将获得的技能: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Dimensionality Reduction, Graphing
状态：预览Stanford University
您将获得的技能: 数据分析, 统计建模, 回归分析, 统计资料, 概率分布, 定量研究, 探索性数据分析, 描述性统计, 统计分析, 统计推理, 统计假设检验, 概率, 统计方法, 抽样（统计）
总之，以下是 10 最受欢迎的 probability theory 课程
- Foundations of Probability and Statistics: University of Colorado Boulder
- Foundations of Probability and Random Variables: Johns Hopkins University
- Probability Theory and Regression for Predictive Analytics: University of Pittsburgh
- 机器学习和数据科学的概率与统计: DeepLearning.AI
- 概率直观入门: University of Zurich
- 组合学和概率论: University of California San Diego
- Data Science 和 AI 的概率基础: University of Colorado Boulder
- 概率图形模型: Stanford University
- 数据科学高级统计学: Johns Hopkins University
- Discrete Math for Computer Science - Logic & Set Theory: The Hong Kong University of Science and Technology
