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Eindhoven University of Technology
您将获得的技能: 定量研究, 统计推理, 研究设计, 统计方法, 数据扫盲, 数据共享, 科学方法, 统计分析, 样本量的确定, 实验, 研究
状态：新状态：预览Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Generative Model Architectures
状态：新状态：预览Northeastern University
您将获得的技能: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Statistical Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Probability & Statistics, Dimensionality Reduction
状态：免费试用您将获得的技能: Probability & Statistics, Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Predictive Analytics, Applied Machine Learning, Correlation Analysis
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：免费试用Databricks
您将获得的技能: Python 程序设计, 贝叶斯统计, 统计编程, 预测建模, 统计可视化, 数据库, 回归分析, 抽样（统计）, 统计推理, 数据科学, 模拟, 概率分布, 统计建模, 分类与回归树 (CART), 概率, 统计分析, 马尔可夫模型, Jupyter, 统计, 数学软件
状态：免费试用Imperial College London
您将获得的技能: 贝叶斯统计, 人工神经网络, 机器学习, 张力流, 概率与统计, 生成模型架构, 图像分析, 无监督学习, 降维, 深度学习
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 统计假设检验, 抽样（统计）, 统计推理, 概率与统计, 统计方法, 概率分布, 统计分析, 生物统计学, 统计
状态：预览Columbia University
您将获得的技能: 时间序列分析和预测, 统计推理, 回归分析, 研究设计, 统计方法, 统计建模, 高级分析, 计量经济学, 统计分析
状态：免费试用University of Colorado Boulder
您将获得的技能: 定量研究, 统计假设检验, 抽样（统计）, 概率与统计, 统计方法, 统计分析, 样本量的确定, 统计推理, 数据伦理, 统计
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
状态：免费试用Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Methods, Statistical Machine Learning, Regression Analysis, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Classification And Regression Tree (CART), Feature Engineering, Dimensionality Reduction
与 probability theory 相关的搜索
总之，以下是 10 最受欢迎的 probability theory 课程
- 改进统计问题: Eindhoven University of Technology
- Statistical Learning for Engineering Part 2: Northeastern University
- Statistical Learning for Engineering Part 1: Northeastern University
- Statistics & Mathematics for Data Science & Data Analytics: Packt
- Using probability distributions for real world problems in R: Coursera
- 数据科学家计算统计入门: Databricks
- 使用 TensorFlow 2 进行概率深度学习: Imperial College London
- 数学生物统计学训练营 2: Johns Hopkins University
- 因果推理 2: Columbia University
- 数据科学应用中的统计推断和假设检验: University of Colorado Boulder
