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 Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
状态：预览Stanford University
您将获得的技能: 经济学, 贝叶斯统计, 数学建模, 算法, 行为经济学, 图论, 博弈论, 解决问题, 概率, 概率分布, Algorithm
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：新状态：免费试用Dartmouth College
您将获得的技能: Classification Algorithms
状态：新状态：免费试用您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Strategic Decision-Making, Data Presentation, Predictive Modeling, Statistical Hypothesis Testing, Risk Mitigation, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Tree Learning, Keras (Neural Network Library)
状态：新状态：免费试用The Hong Kong University of Science and Technology
您将获得的技能: Bayesian Statistics, Mathematical Theory & Analysis, Arithmetic, Advanced Mathematics, Deductive Reasoning
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 California, Santa Cruz
您将获得的技能: 统计推理, 概率与统计, 数据科学, 统计资料, 数据展示, 贝叶斯统计, 时间序列分析和预测, 马尔可夫模型, 预测, 数学建模, 概率, 统计建模, 统计分析, R 程序设计, 模型评估, 概率分布, 统计方法, 数据分析, Model Evaluation, 统计软件, 技术交流
状态：免费试用University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
状态：预览Universidad Nacional Autónoma de México
您将获得的技能: Descriptive Statistics, Data Analysis, Correlation Analysis, Statistical Analysis, Data Presentation, Statistical Visualization, Probability, Histogram, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Box Plots, Graphing, Scatter Plots
状态：预览Universidad Nacional Autónoma de México
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Sampling (Statistics), Probability & Statistics, Probability, Statistics, Statistical Analysis, Descriptive Statistics
状态：预览University of London
您将获得的技能: 数据驱动决策, 抽样（统计）, 统计推理, 数学建模, 统计资料, 概率与统计, 统计假设检验, 概率, 统计建模, 数据可视化, 概率分布, 数据分析, 风险建模, 描述性统计
总之，以下是 10 最受欢迎的 probability theory 课程
- Statistics for Data Science Essentials: University of Pennsylvania
- 博弈论: Stanford University
- Foundational Mathematics for AI: Johns Hopkins University
- Foundations for Machine Learning: Dartmouth College
- Statistical Inference & Predictive Modeling Foundations: Coursera
- Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology
- Probabilistic Graphical Models: A Compact Introduction: Coursera
- 贝叶斯统计: University of California, Santa Cruz
- Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
- Estadística y probabilidad: Universidad Nacional Autónoma de México
