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The Chinese University of Hong Kong
您将获得的技能: 数字信号处理, 信息管理, 通信系统, 理论计算机科学, 线性代数, Algorithm, 概率分布, 算法, 数字通信, 电信, 概率
状态：预览National Taiwan University
您将获得的技能: Probability, Probability Distribution, Statistics, Data Literacy, Logical Reasoning, Critical Thinking, Learning Strategies
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
状态：免费试用Duke University
您将获得的技能: 统计分析, 数据分析, 统计资料, 抽样（统计）, R（软件）, 探索性数据分析, R 程序设计, 概率分布, 描述性统计, 统计推理, 概率, 贝叶斯统计
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：免费试用Imperial College London
您将获得的技能: 深度学习, 无监督学习, 抽样（统计）, 自动编码器, 张力流, 生成模型架构, 图像分析, 概率分布, 贝叶斯统计, 应用机器学习
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
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：预览Johns Hopkins University
您将获得的技能: Probability & Statistics, Probability Distribution, Simulations, Statistical Modeling, Correlation Analysis, Engineering Analysis, Digital Signal Processing, Statistical Analysis, Reliability, Engineering, Spatial Analysis
状态：免费试用University of Amsterdam
您将获得的技能: 统计假设检验, 定量研究, 统计资料, 科学方法, 数据分析软件
状态：预览École Polytechnique
您将获得的技能: Probability, Simulations, Probability Distribution, Probability & Statistics, Interactive Data Visualization, Statistics, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics
总之，以下是 10 最受欢迎的 probability theory 课程
- 頑想學概率：機率二 (Probability (2)): National Taiwan University
- 信息理论: The Chinese University of Hong Kong
- 頑想學概率：機率一 (Probability (1)): National Taiwan University
- Foundations of Statistical Learning & Algorithms: Northeastern University
- 使用 R 的概率与数据入门: Duke University
- Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
- 使用 TensorFlow 2 进行概率深度学习: Imperial College London
- The Mathematics of Democracy, Politics and Manipulation: Johns Hopkins University
- Bayesian Statistics: Excel to Python A/B Testing: EDUCBA
- Random Processes: Johns Hopkins University
