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：预览Northeastern University
您将获得的技能: Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Statistical Analysis, Data Preprocessing, Data Structures, Data Cleansing, Python Programming
状态：免费试用University of Colorado System
您将获得的技能: Encryption, 网络安全, 密码学, 计算逻辑, 信息系统安全, 暴力攻击, 理论计算机科学
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率与统计, 统计分析, 数据伦理, 统计, 统计方法, 抽样（统计）, 统计推理, 统计假设检验, 样本量的确定, 定量研究
状态：免费试用University of California San Diego
您将获得的技能: Python 程序设计, Encryption, 公钥加密标准（PKCS）, 密码学, 网络安全, Algorithm, 算术, 代数, 理论计算机科学, 计算思维
状态：预览École Polytechnique
您将获得的技能: Advanced Mathematics, Differential Equations, Mathematical Theory & Analysis, Calculus, Integral Calculus, Applied Mathematics, Derivatives
状态：免费试用University of California, Santa Cruz
您将获得的技能: 概率与统计, 概率分布, 贝叶斯统计, 无监督学习, Machine Learning 方法, 统计建模, 统计方法, 马尔可夫模型, 分类算法, R 语言程序设计（中文版）, 数学建模, 统计软件
状态：新状态：预览Northeastern University
您将获得的技能: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Probability & Statistics, Statistical Analysis, Experimentation, Data Analysis, Data Presentation, Estimation
状态：免费试用Johns Hopkins University
您将获得的技能: 概率与统计, 统计分析, 统计方法, 统计, 抽样（统计）, 统计推理, 统计假设检验, 回归分析, 生物统计学, 数据分析
状态：预览Northeastern University
您将获得的技能: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra
Johns Hopkins University
您将获得的技能: Political Sciences, Policy Analysis, Social Justice, Social Sciences, Public Policies, Game Theory, Demography, Logical Reasoning, Applied Mathematics
您将获得的技能: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Data Visualization, Statistical Analysis, Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability
状态：预览Duke University
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Statistics, Data Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution
总之，以下是 10 最受欢迎的 probability theory 课程
- Data Analytics Engineering: Probability & Techniques: Northeastern University
- 密码学和信息论: University of Colorado System
- 数据科学应用中的统计推断和假设检验: University of Colorado Boulder
- 数论与密码学: University of California San Diego
- Initiation à la théorie des distributions: École Polytechnique
- 贝叶斯统计：混合模型: University of California, Santa Cruz
- Engineering Probability and Statistics Part 2: Northeastern University
- 数学生物统计学训练营 2: Johns Hopkins University
- Foundations of Statistical Learning & Algorithms: Northeastern University
- The Mathematics of Democracy, Politics and Manipulation: Johns Hopkins University
