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 Michigan
您将获得的技能: 无监督学习, 图论, Python 程序设计, 社交网络分析, 数据导入/导出, Algorithm, 数据分析, 分析, Matplotlib, 预测分析, 网络分析, Pandas（Python 软件包）
状态：免费试用University of Pennsylvania
您将获得的技能: 风险管理, 微软Excel, 数据驱动的决策制定, 运筹学, 预测建模, 数学建模, 统计假设检验, 模拟和模拟软件, 统计分析, 电子表格软件, 风险分析, 概率分布
状态：新您将获得的技能: Adobe InDesign, Layout Design, Color Theory, Multimedia, Typography, Graphic Design, Design, Graphic and Visual Design Software, Design Elements And Principles, Style Guides, Document Management, Digital Publishing
状态：预览University of Michigan
您将获得的技能: 决策, 相关性分析, 批判性思维, 适应, 统计推理, 数据分析, 分析技能, 行为经济学, 回归分析, 概率, 研究设计, 实验
状态：免费试用DeepLearning.AI
您将获得的技能: 概率与统计, 分类算法, Machine Learning 方法, 自然语言处理, 监督学习, 嵌入, 统计机器学习, 功能工程, 文本挖掘, 降维
状态：免费试用University of Colorado Boulder
您将获得的技能: 安全标准, 热管理, 模型评估, Machine Learning 方法, 模拟, 电力电子, 控制系统, 数学建模, 模拟和模拟软件, 基本电气系统, 电子元件, 故障分析, 高电压, 电气安全, 电气系统, 概率, 电力, 能源与公用事业, 电气工程, 估算
状态：免费试用DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
状态：免费试用您将获得的技能: Prompt Engineering, 决策, 生成式人工智能, AI 工作流程, 情境管理, 提示模式, ChatGPT
状态：免费试用状态：人工智能技能DeepLearning.AI
您将获得的技能: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics
状态：免费试用您将获得的技能: Figma (Design Software), User Experience Design, Mockups, User Centered Design, Usability Testing, User Interface (UI) Design, Design Elements And Principles, Interaction Design, Prototyping, Technical Communication, Typography, Layout Design, Animations, Color Theory
状态：免费试用Duke University
您将获得的技能: 相关性分析, 演绎推理, 案例研究, 样本量的确定, 概率, 科学方法, 抽样（统计）
状态：免费试用您将获得的技能: Data Storytelling, Data Visualization, Data Ethics, Exploratory Data Analysis, Sampling (Statistics), Data Visualization Software, Feature Engineering, Regression Analysis, Descriptive Statistics, Logistic Regression, Statistical Hypothesis Testing, Model Evaluation, Data Analysis, Tableau Software, Data Science, Statistical Analysis, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming
总之，以下是 10 最受欢迎的 probability theory 课程
- Python 中的应用社交网络分析: University of Michigan
- 模拟风险与现实: University of Pennsylvania
- Adobe InDesign Masterclass: Packt
- Mindware：信息时代的批判性思维: University of Michigan
- 利用分类和向量空间进行自然语言处理: DeepLearning.AI
- 电池管理系统算法: University of Colorado Boulder
- Applied Statistics for Data Analytics: DeepLearning.AI
- 生成式人工智能：提示工程基础知识: IBM
- DeepLearning.AI Data Analytics: DeepLearning.AI
- Create High-Fidelity Designs and Prototypes in Figma: Google
