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 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：新状态：预览您将获得的技能: Bayesian Network, Predictive Modeling, Machine Learning Methods, Markov Model, Statistical Modeling, Artificial Intelligence, Statistical Inference, Graph Theory, Network Analysis, Probability & Statistics, Sampling (Statistics), Algorithms, Scalability
状态：免费试用University of Colorado Boulder
您将获得的技能: Probability, Statistical Inference, Estimation, Statistical Methods, Probability & Statistics, Statistics, Probability Distribution, Markov Model, Data Literacy, Statistical Analysis, Sampling (Statistics), Bayesian Statistics, Applied Mathematics, Artificial Intelligence, Generative AI, Data Science, Theoretical Computer Science, Data Analysis, Machine Learning Algorithms, Mathematical Theory & Analysis
状态：预览University of Zurich
您将获得的技能: 描述性统计, 风险分析, 统计, 金融, 概率与统计, 概率, 应用数学, 概率分布
状态：免费试用DeepLearning.AI
您将获得的技能: 描述性统计, 统计建模, 抽样（统计）, 数据科学, 统计可视化, 统计分析, 贝叶斯统计, 统计推理, 概率与统计, 统计机器学习, 概率, 探索性数据分析, A/B 测试, 概率分布, 统计假设检验
是什么让您今天来到 Coursera？
状态：免费试用University of California San Diego
您将获得的技能: Python 程序设计, 算术, 模拟, Algorithm, 数学建模, 贝叶斯统计, 统计, 概率分布, 组合学, 概率
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据分析, 人工智能, 统计分析, 概率分布, 概率, 概率与统计, 统计, 贝叶斯统计
状态：免费试用Johns Hopkins University
您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Probability Distribution, Data Analysis, Markov Model, Data Science, Statistics, Statistical Inference, Probability, R Programming
状态：预览Stanford University
您将获得的技能: 描述性统计, 回归分析, 统计建模, 抽样（统计）, 统计分析, 定量研究, 统计, 统计推理, 数据分析, 统计方法, 探索性数据分析, 概率分布, 统计假设检验, 概率
状态：免费试用Johns Hopkins University
您将获得的技能: Precision Medicine, Game Theory, Reinforcement Learning, Data-Driven Decision-Making, Clinical Trials, Bioinformatics, Data Analysis, Image Analysis, Analytics, Markov Model, Bayesian Statistics, Time Series Analysis and Forecasting, Data Science, Strategic Decision-Making, Statistical Methods, Anomaly Detection, Statistics, Applied Machine Learning, Cybersecurity, Statistical Analysis
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, Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Statistical Modeling, Machine Learning Algorithms, Dimensionality Reduction
总之，以下是 10 最受欢迎的 probability theory 课程
- Probability Theory and Regression for Predictive Analytics: University of Pittsburgh
- Foundations of Probability and Random Variables: Johns Hopkins University
- Probabilistic Graphical Models: A Compact Introduction: Coursera
- Foundations of Probability and Statistics: University of Colorado Boulder
- 概率直观入门: University of Zurich
- 机器学习和数据科学的概率与统计: DeepLearning.AI
- 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
- Advanced Probability and Statistical Methods: Johns Hopkins University
- 统计入门: Stanford University
